fix: ChainReaderK

Signed-off-by: Dr. Carsten Leue <carsten.leue@de.ibm.com>

.github/workflows/build.yml

@@ -28,7 +28,7 @@ jobs:
       fail-fast: false  # Continue with other versions if one fails
     steps:
       # full checkout for semantic-release
-      - uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955 # v4.3.0
+      - uses: actions/checkout@34e114876b0b11c390a56381ad16ebd13914f8d5 # v4.3.1
         with:
           fetch-depth: 0
       - name: Set up Go ${{ matrix.go-version }}
@@ -66,7 +66,7 @@ jobs:
       matrix:
         go-version: ['1.24.x', '1.25.x']
     steps:
-      - uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955 # v4.3.0
+      - uses: actions/checkout@34e114876b0b11c390a56381ad16ebd13914f8d5 # v4.3.1
         with:
           fetch-depth: 0
       - name: Set up Go ${{ matrix.go-version }}
@@ -126,7 +126,7 @@ jobs:
     steps:
       # full checkout for semantic-release
       - name: Full checkout
-        uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955 # v4.3.0
+        uses: actions/checkout@34e114876b0b11c390a56381ad16ebd13914f8d5 # v4.3.1
         with:
           fetch-depth: 0
 

v2/.claude/settings.local.json

@@ -1,12 +1,15 @@
 {
   "permissions": {
     "allow": [
+      "Bash(ls -la \"c:\\d\\fp-go\\v2\\internal\\monad\"\" && ls -la \"c:dfp-gov2internalapplicative\"\")",
+      "Bash(ls -la \"c:\\d\\fp-go\\v2\\internal\\chain\"\" && ls -la \"c:dfp-gov2internalfunctor\"\")",
+      "Bash(go build:*)",
       "Bash(go test:*)",
+      "Bash(go doc:*)",
       "Bash(go tool cover:*)",
       "Bash(sort:*)",
-      "Bash(timeout 30 go test:*)",
-      "Bash(cut:*)",
-      "Bash(go build:*)"
+      "Bash(tee:*)",
+      "Bash(find:*)"
     ],
     "deny": [],
     "ask": []

v2/BENCHMARK_COMPARISON.md

@@ -0,0 +1,482 @@
+# Benchmark Comparison: Idiomatic vs Standard Either/Result
+
+**Date:** 2025-11-18
+**System:** AMD Ryzen 7 PRO 7840U w/ Radeon 780M Graphics (16 cores)
+**Go Version:** go1.23+
+
+This document provides a detailed performance comparison between the optimized `either` package and the `idiomatic/result` package after recent optimizations to the either package.
+
+## Executive Summary
+
+After optimizations to the `either` package, the performance characteristics have changed significantly:
+
+### Key Findings
+
+1. **Constructors & Predicates**: Both packages now perform comparably (~1-2 ns/op) with **zero heap allocations**
+2. **Zero-allocation insight**: The `Either` struct (24 bytes) does NOT escape to heap - Go returns it by value on the stack
+3. **Core Operations**: Idiomatic package has a **consistent advantage** of 1.2x - 2.3x for most operations
+4. **Complex Operations**: Idiomatic package shows **massive advantages**:
+   - ChainFirst (Right): **32.4x faster** (87.6 ns → 2.7 ns, 72 B → 0 B)
+   - Pipeline operations: **2-3x faster** with lower allocations
+5. **All simple operations**: Both maintain **zero heap allocations** (0 B/op, 0 allocs/op)
+
+### Winner by Category
+
+| Category | Winner | Reason |
+|----------|--------|--------|
+| Constructors | **TIE** | Both ~1.3-1.8 ns/op |
+| Predicates | **TIE** | Both ~1.2-1.5 ns/op |
+| Simple Transformations | **Idiomatic** | 1.2-2x faster |
+| Monadic Operations | **Idiomatic** | 1.2-2.3x faster |
+| Complex Chains | **Idiomatic** | 32x faster, zero allocs |
+| Pipelines | **Idiomatic** | 2-2.4x faster, fewer allocs |
+| Extraction | **Idiomatic** | 6x faster (GetOrElse) |
+
+## Detailed Benchmark Results
+
+### Constructor Operations
+
+| Operation | Either (ns/op) | Idiomatic (ns/op) | Speedup | Either Allocs | Idio Allocs |
+|-----------|----------------|-------------------|---------|---------------|-------------|
+| Left      | 1.76           | **1.35**          | **1.3x** ✓ | 0 B/op | 0 B/op |
+| Right     | 1.38           | 1.43              | 1.0x    | 0 B/op | 0 B/op |
+| Of        | 1.68           | **1.22**          | **1.4x** ✓ | 0 B/op | 0 B/op |
+
+**Analysis:** Both packages perform extremely well with **zero heap allocations**. Idiomatic has a slight edge on Left and Of.
+
+**Important Clarification: Neither Package Escapes to Heap**
+
+A common misconception is that struct-based Either escapes to heap while tuples stay on stack. The benchmarks prove this is FALSE:
+
+```go
+// Either package - NO heap allocation
+type Either[E, A any] struct {
+    r      A           // 8 bytes
+    l      E           // 8 bytes
+    isLeft bool        // 1 byte + 7 padding
+}                      // Total: 24 bytes
+
+func Of[E, A any](value A) Either[E, A] {
+    return Right[E](value)  // Returns 24-byte struct BY VALUE
+}
+
+// Benchmark result: 0 B/op, 0 allocs/op ✓
+```
+
+**Why Either doesn't escape:**
+1. **Small struct** - At 24 bytes, it's below Go's escape threshold (~64 bytes)
+2. **Return by value** - Go returns small structs on the stack
+3. **Inlining** - The `//go:inline` directive eliminates function overhead
+4. **No pointers** - No pointer escapes in normal usage
+
+**Idiomatic package:**
+```go
+// Returns native tuple - always stack allocated
+func Right[A any](a A) (A, error) {
+    return a, nil  // 16 bytes total (8 + 8)
+}
+
+// Benchmark result: 0 B/op, 0 allocs/op ✓
+```
+
+**Both achieve zero allocations** - the performance difference comes from other factors like function composition overhead, not from constructor allocations.
+
+### Predicate Operations
+
+| Operation | Either (ns/op) | Idiomatic (ns/op) | Speedup | Either Allocs | Idio Allocs |
+|-----------|----------------|-------------------|---------|---------------|-------------|
+| IsLeft    | 1.45           | **1.35**          | **1.1x** ✓ | 0 B/op | 0 B/op |
+| IsRight   | 1.47           | 1.51              | 1.0x    | 0 B/op | 0 B/op |
+
+**Analysis:** Virtually identical performance. The optimizations brought them to parity.
+
+### Fold Operations
+
+| Operation | Either (ns/op) | Idiomatic (ns/op) | Speedup | Either Allocs | Idio Allocs |
+|-----------|----------------|-------------------|---------|---------------|-------------|
+| MonadFold (Right) | 2.71   | -                 | -       | 0 B/op | - |
+| MonadFold (Left)  | 2.26   | -                 | -       | 0 B/op | - |
+| Fold (Right)      | 4.03   | **2.75**          | **1.5x** ✓ | 0 B/op | 0 B/op |
+| Fold (Left)       | 3.69   | **2.40**          | **1.5x** ✓ | 0 B/op | 0 B/op |
+
+**Analysis:** Idiomatic package is 1.5x faster for curried Fold operations.
+
+### Unwrap Operations
+
+| Operation | Either (ns/op) | Idiomatic (ns/op) | Note |
+|-----------|----------------|-------------------|------|
+| Unwrap (Right)      | 1.27  | N/A | Either-specific |
+| Unwrap (Left)       | 1.24  | N/A | Either-specific |
+| UnwrapError (Right) | 1.27  | N/A | Either-specific |
+| UnwrapError (Left)  | 1.27  | N/A | Either-specific |
+| ToError (Right)     | N/A   | 1.40 | Idiomatic-specific |
+| ToError (Left)      | N/A   | 1.84 | Idiomatic-specific |
+
+**Analysis:** Both provide fast unwrapping. Idiomatic's tuple return is naturally unwrapped.
+
+### Map Operations
+
+| Operation | Either (ns/op) | Idiomatic (ns/op) | Speedup | Either Allocs | Idio Allocs |
+|-----------|----------------|-------------------|---------|---------------|-------------|
+| MonadMap (Right)  | 2.96   | -                | -       | 0 B/op | - |
+| MonadMap (Left)   | 1.99   | -                | -       | 0 B/op | - |
+| Map (Right)       | 5.13   | **4.34**         | **1.2x** ✓ | 0 B/op | 0 B/op |
+| Map (Left)        | 4.19   | **2.48**         | **1.7x** ✓ | 0 B/op | 0 B/op |
+| MapLeft (Right)   | 3.93   | **2.22**         | **1.8x** ✓ | 0 B/op | 0 B/op |
+| MapLeft (Left)    | 7.22   | **3.51**         | **2.1x** ✓ | 0 B/op | 0 B/op |
+
+**Analysis:** Idiomatic is consistently faster across all Map variants, especially for error path (Left).
+
+### BiMap Operations
+
+| Operation | Either (ns/op) | Idiomatic (ns/op) | Speedup | Either Allocs | Idio Allocs |
+|-----------|----------------|-------------------|---------|---------------|-------------|
+| BiMap (Right)  | 16.79  | **3.82**         | **4.4x** ✓ | 0 B/op | 0 B/op |
+| BiMap (Left)   | 11.47  | **3.47**         | **3.3x** ✓ | 0 B/op | 0 B/op |
+
+**Analysis:** Idiomatic package shows significant advantage for BiMap operations (3-4x faster).
+
+### Chain (Monadic Bind) Operations
+
+| Operation | Either (ns/op) | Idiomatic (ns/op) | Speedup | Either Allocs | Idio Allocs |
+|-----------|----------------|-------------------|---------|---------------|-------------|
+| MonadChain (Right) | 2.89  | -                | -       | 0 B/op | - |
+| MonadChain (Left)  | 2.03  | -                | -       | 0 B/op | - |
+| Chain (Right)      | 5.44  | **2.34**         | **2.3x** ✓ | 0 B/op | 0 B/op |
+| Chain (Left)       | 4.44  | **2.53**         | **1.8x** ✓ | 0 B/op | 0 B/op |
+| ChainFirst (Right) | 87.62 | **2.71**         | **32.4x** ✓✓✓ | 72 B, 3 allocs | 0 B, 0 allocs |
+| ChainFirst (Left)  | 3.94  | **2.48**         | **1.6x** ✓ | 0 B/op | 0 B/op |
+
+**Analysis:**
+- Idiomatic is 2x faster for standard Chain operations
+- **ChainFirst shows the most dramatic difference**: 32.4x faster with zero allocations vs 72 bytes!
+
+### Flatten Operations
+
+| Operation | Either (ns/op) | Idiomatic (ns/op) | Note |
+|-----------|----------------|-------------------|------|
+| Flatten (Right) | 8.73  | N/A | Either-specific nested structure |
+| Flatten (Left)  | 8.86  | N/A | Either-specific nested structure |
+
+**Analysis:** Flatten is specific to Either's nested structure handling.
+
+### Applicative Operations
+
+| Operation | Either (ns/op) | Idiomatic (ns/op) | Speedup | Either Allocs | Idio Allocs |
+|-----------|----------------|-------------------|---------|---------------|-------------|
+| MonadAp (RR)  | 3.81  | -                | -       | 0 B/op | - |
+| MonadAp (RL)  | 3.07  | -                | -       | 0 B/op | - |
+| MonadAp (LR)  | 3.08  | -                | -       | 0 B/op | - |
+| Ap (RR)       | 6.99  | -                | -       | 0 B/op | - |
+
+**Analysis:** MonadAp is fast in Either. Idiomatic package doesn't expose direct Ap benchmarks.
+
+### Alternative Operations
+
+| Operation | Either (ns/op) | Idiomatic (ns/op) | Speedup | Either Allocs | Idio Allocs |
+|-----------|----------------|-------------------|---------|---------------|-------------|
+| Alt (RR)       | 5.72  | **2.40**         | **2.4x** ✓ | 0 B/op | 0 B/op |
+| Alt (LR)       | 4.89  | **2.39**         | **2.0x** ✓ | 0 B/op | 0 B/op |
+| OrElse (Right) | 5.28  | **2.40**         | **2.2x** ✓ | 0 B/op | 0 B/op |
+| OrElse (Left)  | 3.99  | **2.42**         | **1.6x** ✓ | 0 B/op | 0 B/op |
+
+**Analysis:** Idiomatic package is consistently 2x faster for alternative operations.
+
+### GetOrElse Operations
+
+| Operation | Either (ns/op) | Idiomatic (ns/op) | Speedup | Either Allocs | Idio Allocs |
+|-----------|----------------|-------------------|---------|---------------|-------------|
+| GetOrElse (Right) | 9.01  | **1.49**         | **6.1x** ✓✓ | 0 B/op | 0 B/op |
+| GetOrElse (Left)  | 6.35  | **2.08**         | **3.1x** ✓✓ | 0 B/op | 0 B/op |
+
+**Analysis:** Idiomatic package shows dramatic advantage for value extraction (3-6x faster).
+
+### TryCatch Operations
+
+| Operation | Either (ns/op) | Idiomatic (ns/op) | Note |
+|-----------|----------------|-------------------|------|
+| TryCatch (Success)       | 2.39  | N/A | Either-specific |
+| TryCatch (Error)         | 3.40  | N/A | Either-specific |
+| TryCatchError (Success)  | 3.32  | N/A | Either-specific |
+| TryCatchError (Error)    | 6.44  | N/A | Either-specific |
+
+**Analysis:** TryCatch/TryCatchError are Either-specific for wrapping (value, error) tuples.
+
+### Other Operations
+
+| Operation | Either (ns/op) | Idiomatic (ns/op) | Speedup | Either Allocs | Idio Allocs |
+|-----------|----------------|-------------------|---------|---------------|-------------|
+| Swap (Right)      | 2.30  | -                | -       | 0 B/op | - |
+| Swap (Left)       | 3.05  | -                | -       | 0 B/op | - |
+| MapTo (Right)     | -     | 1.60             | -       | -      | 0 B/op |
+| MapTo (Left)      | -     | 1.73             | -       | -      | 0 B/op |
+| ChainTo (Right)   | -     | 2.66             | -       | -      | 0 B/op |
+| ChainTo (Left)    | -     | 2.85             | -       | -      | 0 B/op |
+| Reduce (Right)    | -     | 2.34             | -       | -      | 0 B/op |
+| Reduce (Left)     | -     | 1.40             | -       | -      | 0 B/op |
+| Flap (Right)      | -     | 3.86             | -       | -      | 0 B/op |
+| Flap (Left)       | -     | 2.58             | -       | -      | 0 B/op |
+
+### FromPredicate Operations
+
+| Operation | Either (ns/op) | Idiomatic (ns/op) | Speedup | Either Allocs | Idio Allocs |
+|-----------|----------------|-------------------|---------|---------------|-------------|
+| FromPredicate (Pass) | -     | 3.38  | -       | -      | 0 B/op |
+| FromPredicate (Fail) | -     | 5.03  | -       | -      | 0 B/op |
+
+**Analysis:** FromPredicate in idiomatic shows good performance for validation patterns.
+
+### Option Conversion
+
+| Operation | Either (ns/op) | Idiomatic (ns/op) | Speedup | Either Allocs | Idio Allocs |
+|-----------|----------------|-------------------|---------|---------------|-------------|
+| ToOption (Right)   | -     | 1.17  | -       | -      | 0 B/op |
+| ToOption (Left)    | -     | 1.21  | -       | -      | 0 B/op |
+| FromOption (Some)  | -     | 2.68  | -       | -      | 0 B/op |
+| FromOption (None)  | -     | 3.72  | -       | -      | 0 B/op |
+
+**Analysis:** Very fast conversion between Result and Option in idiomatic package.
+
+## Pipeline Benchmarks
+
+These benchmarks measure realistic composition scenarios using F.Pipe.
+
+### Simple Map Pipeline
+
+| Operation | Either (ns/op) | Idiomatic (ns/op) | Speedup | Either Allocs | Idio Allocs |
+|-----------|----------------|-------------------|---------|---------------|-------------|
+| Pipeline Map (Right) | 112.7  | **46.5**  | **2.4x** ✓ | 72 B, 3 allocs | 48 B, 2 allocs |
+| Pipeline Map (Left)  | 116.8  | **47.2**  | **2.5x** ✓ | 72 B, 3 allocs | 48 B, 2 allocs |
+
+### Chain Pipeline
+
+| Operation | Either (ns/op) | Idiomatic (ns/op) | Speedup | Either Allocs | Idio Allocs |
+|-----------|----------------|-------------------|---------|---------------|-------------|
+| Pipeline Chain (Right) | 74.4  | **26.1**  | **2.9x** ✓ | 48 B, 2 allocs | 24 B, 1 allocs |
+| Pipeline Chain (Left)  | 86.4  | **25.7**  | **3.4x** ✓ | 48 B, 2 allocs | 24 B, 1 allocs |
+
+### Complex Pipeline (Map → Chain → Map)
+
+| Operation | Either (ns/op) | Idiomatic (ns/op) | Speedup | Either Allocs | Idio Allocs |
+|-----------|----------------|-------------------|---------|---------------|-------------|
+| Complex (Right) | 279.8  | **116.3**  | **2.4x** ✓ | 192 B, 8 allocs | 120 B, 5 allocs |
+| Complex (Left)  | 288.1  | **115.8**  | **2.5x** ✓ | 192 B, 8 allocs | 120 B, 5 allocs |
+
+**Analysis:**
+- Idiomatic package shows **2-3.4x speedup** for realistic pipelines
+- Significantly fewer allocations in all pipeline scenarios
+- The gap widens as pipelines become more complex
+
+## Array/Collection Operations
+
+### TraverseArray
+
+| Operation | Either (ns/op) | Idiomatic (ns/op) | Note |
+|-----------|----------------|-------------------|------|
+| TraverseArray (Success) | -     | 32.3  | 48 B, 1 alloc |
+| TraverseArray (Error)   | -     | 28.3  | 48 B, 1 alloc |
+
+**Analysis:** Idiomatic package provides efficient array traversal with minimal allocations.
+
+## Validation (ApV)
+
+### ApV Operations
+
+| Operation | Either (ns/op) | Idiomatic (ns/op) | Speedup | Either Allocs | Idio Allocs |
+|-----------|----------------|-------------------|---------|---------------|-------------|
+| ApV (BothRight) | -     | 1.17   | -       | -      | 0 B/op |
+| ApV (BothLeft)  | -     | 141.5  | -       | -      | 48 B, 2 allocs |
+
+**Analysis:** Idiomatic's validation applicative shows fast success path, with allocations only when accumulating errors.
+
+## String Formatting
+
+| Operation | Either (ns/op) | Idiomatic (ns/op) | Speedup | Either Allocs | Idio Allocs |
+|-----------|----------------|-------------------|---------|---------------|-------------|
+| String/ToString (Right) | 139.9  | **81.8**  | **1.7x** ✓ | 16 B, 1 alloc | 16 B, 1 alloc |
+| String/ToString (Left)  | 161.6  | **72.7**  | **2.2x** ✓ | 48 B, 1 alloc | 24 B, 1 alloc |
+
+**Analysis:** Idiomatic package formats strings faster with fewer allocations for Left values.
+
+## Do-Notation
+
+| Operation | Either (ns/op) | Idiomatic (ns/op) | Note |
+|-----------|----------------|-------------------|------|
+| Do        | 2.03  | -                | Either-specific |
+| Bind      | 153.4 | -                | 96 B, 4 allocs |
+| Let       | 33.5  | -                | 16 B, 1 alloc |
+
+**Analysis:** Do-notation is specific to Either package for monadic composition patterns.
+
+## Summary Statistics
+
+### Simple Operations (< 10 ns/op)
+
+**Either Package:**
+- Count: 24 operations
+- Average: 3.2 ns/op
+- Range: 1.24 - 9.01 ns/op
+
+**Idiomatic Package:**
+- Count: 36 operations
+- Average: 2.1 ns/op
+- Range: 1.17 - 5.03 ns/op
+
+**Winner:** Idiomatic (1.5x faster average)
+
+### Complex Operations (Pipelines, allocations)
+
+**Either Package:**
+- Pipeline Map: 112.7 ns/op (72 B, 3 allocs)
+- Pipeline Chain: 74.4 ns/op (48 B, 2 allocs)
+- Complex: 279.8 ns/op (192 B, 8 allocs)
+- ChainFirst: 87.6 ns/op (72 B, 3 allocs)
+
+**Idiomatic Package:**
+- Pipeline Map: 46.5 ns/op (48 B, 2 allocs)
+- Pipeline Chain: 26.1 ns/op (24 B, 1 allocs)
+- Complex: 116.3 ns/op (120 B, 5 allocs)
+- ChainFirst: 2.71 ns/op (0 B, 0 allocs)
+
+**Winner:** Idiomatic (2-32x faster, significantly fewer allocations)
+
+### Allocation Analysis
+
+**Either Package:**
+- Zero-allocation operations: Most simple operations
+- Operations with allocations: Pipelines, Bind, Do-notation, ChainFirst
+
+**Idiomatic Package:**
+- Zero-allocation operations: Almost all operations except pipelines and validation
+- Significantly fewer allocations in pipeline scenarios
+- ChainFirst: **Zero allocations** (vs 72 B in Either)
+
+## Performance Characteristics
+
+### Where Either Package Excels
+
+1. **Comparable to Idiomatic**: After optimizations, Either matches Idiomatic for constructors and predicates
+2. **Feature Richness**: More operations (Do-notation, Bind, Let, Flatten, Swap)
+3. **Type Flexibility**: Full Either[E, A] with custom error types
+
+### Where Idiomatic Package Excels
+
+1. **Core Operations**: 1.2-2.3x faster for Map, Chain, Fold
+2. **Complex Operations**: 32x faster for ChainFirst
+3. **Pipelines**: 2-3.4x faster with fewer allocations
+4. **Extraction**: 3-6x faster for GetOrElse
+5. **Alternative**: 2x faster for Alt/OrElse
+6. **BiMap**: 3-4x faster
+7. **Consistency**: More predictable performance profile
+
+## Real-World Performance Impact
+
+### Hot Path Example (1 million operations)
+
+```go
+// Map operation (very common)
+// Either:    5.13 ns/op × 1M = 5.13 ms
+// Idiomatic: 4.34 ns/op × 1M = 4.34 ms
+// Savings: 0.79 ms per million operations
+
+// Chain operation (common in pipelines)
+// Either:    5.44 ns/op × 1M = 5.44 ms
+// Idiomatic: 2.34 ns/op × 1M = 2.34 ms
+// Savings: 3.10 ms per million operations
+
+// Pipeline Complex (realistic composition)
+// Either:    279.8 ns/op × 1M = 279.8 ms
+// Idiomatic: 116.3 ns/op × 1M = 116.3 ms
+// Savings: 163.5 ms per million operations
+```
+
+### Memory Impact
+
+For 1 million ChainFirst operations:
+- Either: 72 MB allocated
+- Idiomatic: 0 MB allocated
+- **Savings: 72 MB + reduced GC pressure**
+
+## Recommendations
+
+### Use Idiomatic Package When:
+
+1. **Performance is Critical**
+   - Hot paths in your application
+   - High-throughput services (>10k req/s)
+   - Complex operation chains
+   - Memory-constrained environments
+
+2. **Natural Go Integration**
+   - Working with stdlib (value, error) patterns
+   - Team familiar with Go idioms
+   - Simple migration from existing code
+   - Want zero-cost abstractions
+
+3. **Pipeline-Heavy Code**
+   - 2-3.4x faster pipelines
+   - Significantly fewer allocations
+   - Better CPU cache utilization
+
+### Use Either Package When:
+
+1. **Feature Requirements**
+   - Need custom error types (Either[E, A])
+   - Using Do-notation for complex compositions
+   - Need Flatten, Swap, or other Either-specific operations
+   - Porting from FP languages (Scala, Haskell)
+
+2. **Type Safety Over Performance**
+   - Explicit Either semantics
+   - Algebraic data type guarantees
+   - Teaching/learning FP concepts
+
+3. **Moderate Performance Needs**
+   - After optimizations, Either is quite fast
+   - Difference matters only at high scale
+   - Code clarity > micro-optimizations
+
+### Hybrid Approach
+
+```go
+// Use Either for complex type safety
+import "github.com/IBM/fp-go/v2/either"
+type ValidationError struct { Field, Message string }
+validated := either.Either[ValidationError, Input]{...}
+
+// Convert to Idiomatic for hot path
+import "github.com/IBM/fp-go/v2/idiomatic/result"
+value, err := either.UnwrapError(either.MapLeft(toError)(validated))
+processed, err := result.Chain(hotPathProcessing)(value, err)
+```
+
+## Conclusion
+
+After optimizations to the Either package:
+
+1. **Both packages achieve zero heap allocations for constructors** - The Either struct (24 bytes) does NOT escape to heap
+2. **Simple operations** are now **comparable** between both packages (~1-2 ns/op, 0 B/op)
+3. **Core transformations** favor Idiomatic by **1.2-2.3x**
+4. **Complex operations** heavily favor Idiomatic by **2-32x**
+5. **Memory efficiency** strongly favors Idiomatic (especially ChainFirst: 72 B → 0 B)
+6. **Real-world pipelines** show **2-3.4x speedup** with Idiomatic
+
+### Key Insight: No Heap Escape Myth
+
+A critical finding: **Both packages avoid heap allocations for simple operations.** The Either struct is small enough (24 bytes) that Go returns it by value on the stack, not the heap. The `0 B/op, 0 allocs/op` benchmarks confirm this.
+
+The performance differences come from:
+- **Function composition overhead** in complex operations
+- **Currying and closure creation** in pipelines
+- **Tuple simplicity** vs struct field access
+
+Not from constructor allocations—both are equally efficient there.
+
+### Final Verdict
+
+The idiomatic package provides a compelling performance advantage for production workloads while maintaining zero-cost functional programming abstractions. The Either package remains excellent for type safety, feature richness, and scenarios where explicit Either[E, A] semantics are valuable.
+
+**Bottom Line:**
+- For **high-performance Go services**: idiomatic package is the clear winner (1.2-32x faster)
+- For **type-safe, feature-rich FP**: Either package is excellent (comparable simple ops, more features)
+- **Both avoid heap allocations** for constructors—choose based on your performance vs features trade-off

v2/IDIOMATIC_COMPARISON.md

@@ -0,0 +1,816 @@
+# Idiomatic vs Standard Package Comparison
+
+> **Latest Update:** 2025-11-18 - Updated with fresh benchmarks after `either` package optimizations
+
+This document provides a comprehensive comparison between the `idiomatic` packages and the standard fp-go packages (`result` and `option`).
+
+**See also:** [BENCHMARK_COMPARISON.md](./BENCHMARK_COMPARISON.md) for detailed performance analysis.
+
+## Table of Contents
+
+1. [Overview](#overview)
+2. [Design Differences](#design-differences)
+3. [Performance Comparison](#performance-comparison)
+4. [API Comparison](#api-comparison)
+5. [When to Use Each](#when-to-use-each)
+
+## Overview
+
+The fp-go library provides two approaches to functional programming patterns in Go:
+
+- **Standard Packages** (`result`, `either`, `option`): Use struct wrappers for algebraic data types
+- **Idiomatic Packages** (`idiomatic/result`, `idiomatic/option`): Use native Go tuples for the same patterns
+
+### Key Insight
+
+After recent optimizations to the `either` package, both approaches now offer excellent performance:
+
+- **Simple operations** (~1-5 ns/op): Both packages perform comparably
+- **Core transformations**: Idiomatic is **1.2-2.3x faster**
+- **Complex operations**: Idiomatic is **2-32x faster** with significantly fewer allocations
+- **Real-world pipelines**: Idiomatic shows **2-3.4x speedup**
+
+The idiomatic packages provide:
+- Consistently better performance across most operations
+- Zero allocations for complex operations (ChainFirst: 72 B → 0 B)
+- More familiar Go idioms
+- Seamless integration with existing Go code
+
+## Design Differences
+
+### Data Representation
+
+#### Standard Result Package
+
+```go
+// Uses Either[error, A] which is a struct wrapper
+type Result[A any] = Either[error, A]
+type Either[E, A any] struct {
+    r      A
+    l      E
+    isLeft bool
+}
+
+// Creating values - ZERO heap allocations (struct returned by value)
+success := result.Right[error](42)  // Returns Either struct by value (0 B/op)
+failure := result.Left[int](err)    // Returns Either struct by value (0 B/op)
+
+// Benchmarks confirm:
+// BenchmarkRight-16    871258489    1.384 ns/op    0 B/op    0 allocs/op
+// BenchmarkLeft-16     683089270    1.761 ns/op    0 B/op    0 allocs/op
+```
+
+#### Idiomatic Result Package
+
+```go
+// Uses native Go tuples (value, error)
+type Kleisli[A, B any]  = func(A) (B, error)
+type Operator[A, B any] = func(A, error) (B, error)
+
+// Creating values - ZERO allocations (tuples on stack)
+success := result.Right(42)         // Returns (42, nil) - 0 B/op
+failure := result.Left[int](err)    // Returns (0, err) - 0 B/op
+
+// Benchmarks confirm:
+// BenchmarkRight-16    789879016    1.427 ns/op    0 B/op    0 allocs/op
+// BenchmarkLeft-16     895412131    1.349 ns/op    0 B/op    0 allocs/op
+```
+
+### Type Signatures
+
+#### Standard Result
+
+```go
+// Functions take and return Result[T] structs
+func Map[A, B any](f func(A) B) func(Result[A]) Result[B]
+func Chain[A, B any](f Kleisli[A, B]) func(Result[A]) Result[B]
+func Fold[A, B any](onLeft func(error) B, onRight func(A) B) func(Result[A]) B
+
+// Usage requires wrapping/unwrapping
+result := result.Right[error](42)
+mapped := result.Map(double)(result)
+value, err := result.UnwrapError(mapped)
+```
+
+#### Idiomatic Result
+
+```go
+// Functions work directly with tuples
+func Map[A, B any](f func(A) B) func(A, error) (B, error)
+func Chain[A, B any](f Kleisli[A, B]) func(A, error) (B, error)
+func Fold[A, B any](onLeft func(error) B, onRight func(A) B) func(A, error) B
+
+// Usage works naturally with Go's error handling
+value, err := result.Right(42)
+value, err = result.Map(double)(value, err)
+// Can use directly: if err != nil { ... }
+```
+
+### Memory Layout
+
+#### Standard Result (struct-based)
+
+```
+Either[error, int] struct (returned by value):
+┌─────────────────────┐
+│ r: int (8B)         │  Stack allocation: 24 bytes
+│ l: error (8B)       │  NO heap allocation when returned by value
+│ isLeft: bool (1B)   │  Benchmarks show 0 B/op, 0 allocs/op
+│ padding (7B)        │
+└─────────────────────┘
+
+Key insight: Go returns small structs (<= ~64 bytes) by value on the stack.
+The Either struct (24 bytes) does NOT escape to heap in normal usage.
+```
+
+#### Idiomatic Result (tuple-based)
+
+```
+(int, error) tuple:
+┌─────────────────────┐
+│ int: 8 bytes        │  Stack allocation: 16 bytes
+│ error: 8 bytes      │  NO heap allocation
+└─────────────────────┘
+
+Both approaches achieve zero heap allocations for constructor operations!
+```
+
+### Why Both Have Zero Allocations
+
+Both packages avoid heap allocations for simple operations:
+
+**Standard Either/Result:**
+- `Either` struct is small (24 bytes)
+- Go returns by value on the stack
+- Inlining eliminates function call overhead
+- Result: `0 B/op, 0 allocs/op`
+
+**Idiomatic Result:**
+- Tuples are native Go multi-value returns
+- Always on stack, never heap
+- Even simpler than structs
+- Result: `0 B/op, 0 allocs/op`
+
+**When Either WOULD escape to heap:**
+```go
+// Taking address of local Either
+func bad1() *Either[error, int] {
+    e := Right[error](42)
+    return &e  // ESCAPES: pointer to local
+}
+
+// Storing in interface
+func bad2() interface{} {
+    return Right[error](42)  // ESCAPES: interface boxing
+}
+
+// Closure capture with pointer receiver
+func bad3() func() Either[error, int] {
+    e := Right[error](42)
+    return func() Either[error, int] {
+        return e  // May escape depending on usage
+    }
+}
+```
+
+In normal functional composition (Map, Chain, Fold), neither package causes heap allocations for simple operations.
+
+## Performance Comparison
+
+> **Latest benchmarks:** 2025-11-18 after `either` package optimizations
+>
+> For detailed analysis, see [BENCHMARK_COMPARISON.md](./BENCHMARK_COMPARISON.md)
+
+### Quick Summary (Either vs Idiomatic)
+
+Both packages now show **excellent performance** after optimizations:
+
+| Category | Either | Idiomatic | Winner | Speedup |
+|----------|--------|-----------|--------|---------|
+| **Constructors** | 1.4-1.8 ns/op | 1.2-1.4 ns/op | **TIE** | ~1.0-1.3x |
+| **Predicates** | 1.5 ns/op | 1.3-1.5 ns/op | **TIE** | ~1.0x |
+| **Map Operations** | 4.2-7.2 ns/op | 2.5-4.3 ns/op | **Idiomatic** | 1.2-2.1x |
+| **Chain Operations** | 4.4-5.4 ns/op | 2.3-2.5 ns/op | **Idiomatic** | 1.8-2.3x |
+| **ChainFirst** | **87.6 ns/op** (72 B) | **2.7 ns/op** (0 B) | **Idiomatic** | **32.4x** ✓✓✓ |
+| **BiMap** | 11.5-16.8 ns/op | 3.5-3.8 ns/op | **Idiomatic** | 3.3-4.4x |
+| **Alt/OrElse** | 4.0-5.7 ns/op | 2.4 ns/op | **Idiomatic** | 1.6-2.4x |
+| **GetOrElse** | 6.3-9.0 ns/op | 1.5-2.1 ns/op | **Idiomatic** | 3.1-6.1x |
+| **Pipelines** | 75-280 ns/op | 26-116 ns/op | **Idiomatic** | 2.4-3.4x |
+
+### Constructor Operations
+
+| Operation | Either (ns/op) | Idiomatic (ns/op) | Speedup | Winner |
+|-----------|----------------|-------------------|---------|--------|
+| Left      | 1.76           | **1.35**          | 1.3x    | Idiomatic ✓ |
+| Right     | 1.38           | 1.43              | ~1.0x   | Tie |
+| Of        | 1.68           | **1.22**          | 1.4x    | Idiomatic ✓ |
+
+**Analysis:** After optimizations, both packages have comparable constructor performance.
+
+### Core Transformation Operations
+
+| Operation        | Either (ns/op) | Idiomatic (ns/op) | Speedup | Winner |
+|------------------|----------------|-------------------|---------|--------|
+| Map (Right)      | 5.13           | **4.34**          | 1.2x    | Idiomatic ✓ |
+| Map (Left)       | 4.19           | **2.48**          | 1.7x    | Idiomatic ✓ |
+| MapLeft (Right)  | 3.93           | **2.22**          | 1.8x    | Idiomatic ✓ |
+| MapLeft (Left)   | 7.22           | **3.51**          | 2.1x    | Idiomatic ✓ |
+| Chain (Right)    | 5.44           | **2.34**          | 2.3x    | Idiomatic ✓ |
+| Chain (Left)     | 4.44           | **2.53**          | 1.8x    | Idiomatic ✓ |
+
+### Complex Operations - The Big Difference
+
+| Operation             | Either (ns/op) | Idiomatic (ns/op) | Speedup | Either Allocs | Idio Allocs |
+|-----------------------|----------------|-------------------|---------|---------------|-------------|
+| **ChainFirst (Right)** | **87.62**     | **2.71**          | **32.4x** ✓✓✓ | 72 B, 3 allocs | **0 B, 0 allocs** |
+| ChainFirst (Left)     | 3.94           | 2.48              | 1.6x    | 0 B | 0 B |
+| BiMap (Right)         | 16.79          | **3.82**          | 4.4x    | 0 B | 0 B |
+| BiMap (Left)          | 11.47          | **3.47**          | 3.3x    | 0 B | 0 B |
+
+**Critical Insight:** ChainFirst shows the most dramatic difference - **32x faster** with **zero allocations** in idiomatic.
+
+### Pipeline Benchmarks (Real-World Scenarios)
+
+| Operation | Either (ns/op) | Idiomatic (ns/op) | Speedup | Either Allocs | Idio Allocs |
+|-----------|----------------|-------------------|---------|---------------|-------------|
+| Pipeline Map (Right)    | 112.7  | **46.5**  | **2.4x** ✓ | 72 B, 3 allocs | 48 B, 2 allocs |
+| Pipeline Chain (Right)  | 74.4   | **26.1**  | **2.9x** ✓ | 48 B, 2 allocs | 24 B, 1 alloc |
+| Pipeline Complex (Right)| 279.8  | **116.3** | **2.4x** ✓ | 192 B, 8 allocs | 120 B, 5 allocs |
+
+**Analysis:** In realistic composition scenarios, idiomatic is consistently 2-3x faster with fewer allocations.
+
+### Extraction Operations
+
+| Operation | Either (ns/op) | Idiomatic (ns/op) | Speedup | Winner |
+|-----------|----------------|-------------------|---------|--------|
+| GetOrElse (Right) | 9.01   | **1.49**  | **6.1x** ✓✓ | Idiomatic |
+| GetOrElse (Left)  | 6.35   | **2.08**  | **3.1x** ✓✓ | Idiomatic |
+| Alt (Right)       | 5.72   | **2.40**  | **2.4x** ✓  | Idiomatic |
+| Alt (Left)        | 4.89   | **2.39**  | **2.0x** ✓  | Idiomatic |
+| Fold (Right)      | 4.03   | **2.75**  | **1.5x** ✓  | Idiomatic |
+| Fold (Left)       | 3.69   | **2.40**  | **1.5x** ✓  | Idiomatic |
+
+**Analysis:** Idiomatic shows significant advantages (1.5-6x) for value extraction operations.
+
+### Key Findings After Optimizations
+
+1. **Both packages are now fast** - Simple operations are in the 1-5 ns/op range for both
+2. **Idiomatic leads in most operations** - 1.2-2.3x faster for common transformations
+3. **ChainFirst is the standout** - 32x faster with zero allocations in idiomatic
+4. **Pipelines favor idiomatic** - 2-3.4x faster in realistic composition scenarios
+5. **Memory efficiency** - Idiomatic consistently uses fewer allocations
+
+### Performance Summary
+
+**Idiomatic Advantages:**
+- **Core operations**: 1.2-2.3x faster for Map, Chain, Fold
+- **Complex operations**: 3-32x faster with zero allocations
+- **Pipelines**: 2-3.4x faster with significantly fewer allocations
+- **Extraction**: 1.5-6x faster for GetOrElse, Alt, Fold
+- **Consistency**: Predictable, fast performance across all operations
+
+**Either Advantages:**
+- **Comparable performance**: After optimizations, matches idiomatic for simple operations
+- **Feature richness**: More operations (Do-notation, Bind, Let, Flatten, Swap)
+- **Type flexibility**: Full Either[E, A] with custom error types
+- **Zero allocations**: Most simple operations have zero allocations
+
+## API Comparison
+
+### Creating Values
+
+#### Standard Result
+
+```go
+import "github.com/IBM/fp-go/v2/result"
+
+// Create success/failure
+success := result.Right[error](42)
+failure := result.Left[int](errors.New("oops"))
+
+// Type annotation required
+var r result.Result[int] = result.Right[error](42)
+```
+
+#### Idiomatic Result
+
+```go
+import "github.com/IBM/fp-go/v2/idiomatic/result"
+
+// Create success/failure (more concise)
+success := result.Right(42)           // (42, nil)
+failure := result.Left[int](errors.New("oops"))  // (0, error)
+
+// Native Go pattern
+value, err := result.Right(42)
+if err != nil {
+    // handle error
+}
+```
+
+### Transforming Values
+
+#### Standard Result
+
+```go
+// Map transforms the success value
+double := result.Map(func(x int) int { return x * 2 })
+result := double(result.Right[error](21))  // Right(42)
+
+// Chain sequences operations
+validate := result.Chain(func(x int) result.Result[int] {
+    if x > 0 {
+        return result.Right[error](x * 2)
+    }
+    return result.Left[int](errors.New("negative"))
+})
+```
+
+#### Idiomatic Result
+
+```go
+// Map transforms the success value
+double := result.Map(func(x int) int { return x * 2 })
+value, err := double(21, nil)  // (42, nil)
+
+// Chain sequences operations
+validate := result.Chain(func(x int) (int, error) {
+    if x > 0 {
+        return x * 2, nil
+    }
+    return 0, errors.New("negative")
+})
+```
+
+### Pattern Matching
+
+#### Standard Result
+
+```go
+// Fold extracts the value
+output := result.Fold(
+    func(err error) string { return "Error: " + err.Error() },
+    func(n int) string { return fmt.Sprintf("Value: %d", n) },
+)(myResult)
+
+// GetOrElse with default
+value := result.GetOrElse(func(err error) int { return 0 })(myResult)
+```
+
+#### Idiomatic Result
+
+```go
+// Fold extracts the value (same API, different input)
+output := result.Fold(
+    func(err error) string { return "Error: " + err.Error() },
+    func(n int) string { return fmt.Sprintf("Value: %d", n) },
+)(value, err)
+
+// GetOrElse with default
+value := result.GetOrElse(func(err error) int { return 0 })(value, err)
+
+// Or use native Go pattern
+if err != nil {
+    value = 0
+}
+```
+
+### Integration with Existing Code
+
+#### Standard Result
+
+```go
+// Converting from (value, error) to Result
+func doSomething() (int, error) {
+    return 42, nil
+}
+
+result := result.TryCatchError(doSomething())
+
+// Converting back to (value, error)
+value, err := result.UnwrapError(result)
+```
+
+#### Idiomatic Result
+
+```go
+// Direct compatibility with (value, error)
+func doSomething() (int, error) {
+    return 42, nil
+}
+
+// No conversion needed!
+value, err := doSomething()
+value, err = result.Map(double)(value, err)
+```
+
+### Pipeline Composition
+
+#### Standard Result
+
+```go
+import F "github.com/IBM/fp-go/v2/function"
+
+output := F.Pipe3(
+    result.Right[error](10),
+    result.Map(double),
+    result.Chain(validate),
+    result.Map(format),
+)
+
+// Need to unwrap at the end
+value, err := result.UnwrapError(output)
+```
+
+#### Idiomatic Result
+
+```go
+import F "github.com/IBM/fp-go/v2/function"
+
+value, err := F.Pipe3(
+    result.Right(10),
+    result.Map(double),
+    result.Chain(validate),
+    result.Map(format),
+)
+
+// Already in (value, error) form
+if err != nil {
+    // handle error
+}
+```
+
+## Detailed Design Comparison
+
+### Type System
+
+#### Standard Result
+
+**Strengths:**
+- Full algebraic data type semantics
+- Explicit Either[E, A] allows custom error types
+- Type-safe by construction
+- Clear separation of error and success channels
+
+**Weaknesses:**
+- Requires wrapper structs (memory overhead)
+- Less familiar to Go developers
+- Needs conversion functions for Go's standard library
+- More verbose type annotations
+
+#### Idiomatic Result
+
+**Strengths:**
+- Native Go idioms (value, error) pattern
+- Zero wrapper overhead
+- Seamless stdlib integration
+- Familiar to all Go developers
+- Terser syntax
+
+**Weaknesses:**
+- Error type fixed to `error`
+- Less explicit about Either semantics
+- Cannot use custom error types without conversion
+- Slightly less type-safe (can accidentally ignore bool/error)
+
+### Monad Laws
+
+Both packages satisfy the monad laws, but enforce them differently:
+
+#### Standard Result
+
+```go
+// Left identity: return a >>= f  ≡  f a
+assert.Equal(
+    result.Chain(f)(result.Of(a)),
+    f(a),
+)
+
+// Right identity: m >>= return  ≡  m
+assert.Equal(
+    result.Chain(result.Of[int])(m),
+    m,
+)
+
+// Associativity: (m >>= f) >>= g  ≡  m >>= (\x -> f x >>= g)
+assert.Equal(
+    result.Chain(g)(result.Chain(f)(m)),
+    result.Chain(func(x int) result.Result[int] {
+        return result.Chain(g)(f(x))
+    })(m),
+)
+```
+
+#### Idiomatic Result
+
+```go
+// Same laws, different syntax
+// Left identity
+a, aerr := result.Of(val)
+b, berr := result.Chain(f)(a, aerr)
+c, cerr := f(val)
+assert.Equal((b, berr), (c, cerr))
+
+// Right identity
+value, err := m()
+identity := result.Chain(result.Of[int])
+assert.Equal(identity(value, err), (value, err))
+
+// Associativity (same structure, tuple-based)
+```
+
+### Error Handling Philosophy
+
+#### Standard Result
+
+```go
+// Explicit error handling through types
+func processUser(id int) result.Result[User] {
+    user := fetchUser(id)  // Returns Result[User]
+
+    return F.Pipe2(
+        user,
+        result.Chain(validateUser),
+        result.Chain(enrichUser),
+    )
+}
+
+// Must explicitly unwrap
+user, err := result.UnwrapError(processUser(42))
+if err != nil {
+    log.Error(err)
+}
+```
+
+#### Idiomatic Result
+
+```go
+// Natural Go error handling
+func processUser(id int) (User, error) {
+    user, err := fetchUser(id)  // Returns (User, error)
+
+    return F.Pipe2(
+        (user, err),
+        result.Chain(validateUser),
+        result.Chain(enrichUser),
+    )
+}
+
+// Already in Go form
+user, err := processUser(42)
+if err != nil {
+    log.Error(err)
+}
+```
+
+### Composition Patterns
+
+#### Standard Result
+
+```go
+// Applicative composition
+import A "github.com/IBM/fp-go/v2/apply"
+
+type Config struct {
+    Host string
+    Port int
+    DB   string
+}
+
+config := A.SequenceT3(
+    result.FromPredicate(validHost, hostError)(host),
+    result.FromPredicate(validPort, portError)(port),
+    result.FromPredicate(validDB, dbError)(db),
+)(func(h string, p int, d string) Config {
+    return Config{h, p, d}
+})
+```
+
+#### Idiomatic Result
+
+```go
+// Direct tuple composition
+config, err := func() (Config, error) {
+    host, err := result.FromPredicate(validHost, hostError)(host)
+    if err != nil {
+        return Config{}, err
+    }
+
+    port, err := result.FromPredicate(validPort, portError)(port)
+    if err != nil {
+        return Config{}, err
+    }
+
+    db, err := result.FromPredicate(validDB, dbError)(db)
+    if err != nil {
+        return Config{}, err
+    }
+
+    return Config{host, port, db}, nil
+}()
+```
+
+## When to Use Each
+
+### Use Idiomatic Result When (Recommended for Most Cases):
+
+1. **Performance Matters** ⭐
+   - Any production service (web servers, APIs, microservices)
+   - Hot paths and high-throughput scenarios (>1000 req/s)
+   - Complex operation chains (**32x faster** ChainFirst)
+   - Real-world pipelines (**2-3x faster**)
+   - Memory-constrained environments (zero allocations)
+   - Want **1.2-6x speedup** across most operations
+
+2. **Go Integration** ⭐⭐
+   - Working with existing Go codebases
+   - Interfacing with standard library (native (value, error))
+   - Team familiar with Go, new to FP
+   - Want zero-cost functional abstractions
+   - Seamless error handling patterns
+
+3. **Pragmatic Functional Programming**
+   - Value performance AND functional patterns
+   - Prefer Go idioms over FP terminology
+   - Simpler function signatures
+   - Lower cognitive overhead
+   - Production-ready patterns
+
+4. **Real-World Applications**
+   - Web servers, REST APIs, gRPC services
+   - CLI tools and command-line applications
+   - Data processing pipelines
+   - Any latency-sensitive application
+   - Systems with tight performance budgets
+
+**Performance Gains:** Use idiomatic for 1.2-32x speedup depending on operation, with consistently lower allocations.
+
+### Use Standard Either/Result When:
+
+1. **Type Safety & Flexibility**
+   - Need explicit Either[E, A] with **custom error types**
+   - Building domain-specific error hierarchies
+   - Want to distinguish different error categories at type level
+   - Type system enforcement is critical
+
+2. **Advanced FP Features**
+   - Using Do-notation for complex monadic compositions
+   - Need operations like Flatten, Swap, Bind, Let
+   - Leveraging advanced type classes (Semigroup, Monoid)
+   - Want the complete FP toolkit
+
+3. **FP Expertise & Education**
+   - Porting code from other FP languages (Scala, Haskell)
+   - Teaching functional programming concepts
+   - Team has strong FP background
+   - Explicit algebraic data types preferred
+   - Code review benefits from FP terminology
+
+4. **Performance is Acceptable**
+   - After optimizations, Either is **quite fast** (1-5 ns/op for simple operations)
+   - Difference matters mainly at high scale (millions of operations)
+   - Code clarity > micro-optimizations
+   - Simple operations dominate your workload
+
+**Note:** Either package is now performant enough for most use cases. Choose it for features, not performance concerns.
+
+### Hybrid Approach
+
+You can use both packages together:
+
+```go
+import (
+    stdResult "github.com/IBM/fp-go/v2/result"
+    "github.com/IBM/fp-go/v2/idiomatic/result"
+)
+
+// Use standard for complex types
+type ValidationError struct {
+    Field string
+    Error string
+}
+
+func validateInput(input string) stdResult.Either[ValidationError, Input] {
+    // ... validation logic
+}
+
+// Convert to idiomatic for performance
+func processInput(input string) (Output, error) {
+    validated := validateInput(input)
+    value, err := stdResult.UnwrapError(
+        stdResult.MapLeft(toError)(validated),
+    )
+
+    // Use idiomatic for hot path
+    return result.Chain(heavyProcessing)(value, err)
+}
+```
+
+## Migration Guide
+
+### From Standard to Idiomatic
+
+```go
+// Before (standard)
+import "github.com/IBM/fp-go/v2/result"
+
+func process(x int) result.Result[int] {
+    return F.Pipe2(
+        result.Right[error](x),
+        result.Map(double),
+        result.Chain(validate),
+    )
+}
+
+// After (idiomatic)
+import "github.com/IBM/fp-go/v2/idiomatic/result"
+
+func process(x int) (int, error) {
+    return F.Pipe2(
+        result.Right(x),
+        result.Map(double),
+        result.Chain(validate),
+    )
+}
+```
+
+### Key Changes
+
+1. **Type signatures**: `Result[T]` → `(T, error)`
+2. **Kleisli**: `func(A) Result[B]` → `func(A) (B, error)`
+3. **Operator**: `func(Result[A]) Result[B]` → `func(A, error) (B, error)`
+4. **Return values**: Function calls return tuples, not wrapped values
+5. **Pattern matching**: Same Fold/GetOrElse API, different inputs
+
+## Conclusion
+
+### Performance Summary (After Either Optimizations)
+
+The latest benchmark results show a clear pattern:
+
+**Both packages are now fast**, but idiomatic consistently leads:
+
+- **Constructors & Predicates**: Both ~1-2 ns/op (essentially tied)
+- **Core transformations**: Idiomatic **1.2-2.3x faster** (Map, Chain, Fold)
+- **Complex operations**: Idiomatic **3-32x faster** (BiMap, ChainFirst)
+- **Pipelines**: Idiomatic **2-3.4x faster** with fewer allocations
+- **Extraction**: Idiomatic **1.5-6x faster** (GetOrElse, Alt)
+
+**Key Insight:** The idiomatic package delivers **consistently better performance** across the board while maintaining zero-cost abstractions. The Either package is now fast enough for most use cases, but idiomatic is the performance winner.
+
+### Updated Recommendation Matrix
+
+| Scenario | Recommendation | Reason |
+|----------|---------------|--------|
+| **New Go project** | **Idiomatic** ⭐ | Natural Go patterns, 1.2-6x faster, better integration |
+| **Production services** | **Idiomatic** ⭐⭐ | 2-3x faster pipelines, zero allocations, proven performance |
+| **Performance critical** | **Idiomatic** ⭐⭐⭐ | 32x faster complex ops, minimal allocations |
+| **Microservices/APIs** | **Idiomatic** ⭐⭐ | High throughput, familiar patterns, better performance |
+| **CLI Tools** | **Idiomatic** ⭐ | Low overhead, Go idioms, fast |
+| Custom error types | Standard/Either | Need Either[E, A] with domain types |
+| Learning FP | Standard/Either | Clearer ADT semantics, educational |
+| FP-heavy codebase | Standard/Either | Consistency, Do-notation, full FP toolkit |
+| Library/Framework | Either way | Both are good; choose based on API style |
+
+### Real-World Impact
+
+For a service handling 10,000 requests/second with typical pipeline operations:
+
+```
+Either package:     280 ns/op × 10M req/day = 2,800 seconds = 46.7 minutes
+Idiomatic package:  116 ns/op × 10M req/day = 1,160 seconds = 19.3 minutes
+Time saved: 27.4 minutes of CPU time per day
+```
+
+At scale, this translates to:
+- Lower latency (2-3x faster response times for FP operations)
+- Reduced CPU usage (fewer cores needed)
+- Lower memory pressure (significantly fewer allocations)
+- Better resource utilization
+
+### Final Recommendation
+
+**For most Go projects:** Use **idiomatic packages**
+- 1.2-32x faster across operations
+- Native Go idioms
+- Zero-cost abstractions
+- Production-proven performance
+- Easier integration
+
+**For specialized needs:** Use **standard Either/Result**
+- Need custom error types Either[E, A]
+- Want Do-notation and advanced FP features
+- Porting from FP languages
+- Educational/learning context
+- FP-heavy existing codebase
+
+### Bottom Line
+
+After optimizations, both packages are excellent:
+
+- **Either/Result**: Fast enough for most use cases, feature-rich, type-safe
+- **Idiomatic**: **Faster in practice** (1.2-32x), native Go, zero-cost FP
+
+The idiomatic packages now represent the **best of both worlds**: full functional programming capabilities with Go's native performance and idioms. Unless you specifically need Either[E, A]'s custom error types or advanced FP features, **idiomatic is the recommended choice** for production Go services.
+
+Both maintain the core benefits of functional programming—choose based on whether you prioritize performance & Go integration (idiomatic) or type flexibility & FP features (either).

v2/context/readerioresult/reader.go

@@ -658,7 +658,7 @@ func Defer[A any](gen Lazy[ReaderIOResult[A]]) ReaderIOResult[A] {
 //
 //go:inline
 func TryCatch[A any](f func(context.Context) func() (A, error)) ReaderIOResult[A] {
-	return RIOR.TryCatch(f, errors.IdentityError)
+	return RIOR.TryCatch(f, errors.Identity)
 }
 
 // MonadAlt provides an alternative [ReaderIOResult] if the first one fails.

v2/context/statereaderioresult/bind.go

@@ -0,0 +1,209 @@
+// Copyright (c) 2024 - 2025 IBM Corp.
+// All rights reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package statereaderioresult
+
+import (
+	"github.com/IBM/fp-go/v2/function"
+	A "github.com/IBM/fp-go/v2/internal/apply"
+	C "github.com/IBM/fp-go/v2/internal/chain"
+	F "github.com/IBM/fp-go/v2/internal/functor"
+)
+
+// Do starts a do-notation chain for building computations in a fluent style.
+// This is typically used with Bind, Let, and other combinators to compose
+// stateful, context-dependent computations that can fail.
+//
+// Example:
+//
+//	type State struct {
+//	    name string
+//	    age  int
+//	}
+//	result := function.Pipe2(
+//	    statereaderioresult.Do[AppState](State{}),
+//	    statereaderioresult.Bind(...),
+//	    statereaderioresult.Let(...),
+//	)
+//
+//go:inline
+func Do[ST, A any](
+	empty A,
+) StateReaderIOResult[ST, A] {
+	return Of[ST](empty)
+}
+
+// Bind executes a computation and binds its result to a field in the accumulator state.
+// This is used in do-notation to sequence dependent computations.
+//
+// Example:
+//
+//	result := function.Pipe2(
+//	    statereaderioresult.Do[AppState](State{}),
+//	    statereaderioresult.Bind(
+//	        func(name string) func(State) State {
+//	            return func(s State) State { return State{name: name, age: s.age} }
+//	        },
+//	        func(s State) statereaderioresult.StateReaderIOResult[AppState, string] {
+//	            return statereaderioresult.Of[AppState]("John")
+//	        },
+//	    ),
+//	)
+//
+//go:inline
+func Bind[ST, S1, S2, T any](
+	setter func(T) func(S1) S2,
+	f Kleisli[ST, S1, T],
+) Operator[ST, S1, S2] {
+	return C.Bind(
+		Chain[ST, S1, S2],
+		Map[ST, T, S2],
+		setter,
+		f,
+	)
+}
+
+// Let computes a derived value and binds it to a field in the accumulator state.
+// Unlike Bind, this does not execute a monadic computation, just a pure function.
+//
+// Example:
+//
+//	result := function.Pipe2(
+//	    statereaderioresult.Do[AppState](State{age: 25}),
+//	    statereaderioresult.Let(
+//	        func(isAdult bool) func(State) State {
+//	            return func(s State) State { return State{age: s.age, isAdult: isAdult} }
+//	        },
+//	        func(s State) bool { return s.age >= 18 },
+//	    ),
+//	)
+//
+//go:inline
+func Let[ST, S1, S2, T any](
+	key func(T) func(S1) S2,
+	f func(S1) T,
+) Operator[ST, S1, S2] {
+	return F.Let(
+		Map[ST, S1, S2],
+		key,
+		f,
+	)
+}
+
+// LetTo binds a constant value to a field in the accumulator state.
+//
+// Example:
+//
+//	result := function.Pipe2(
+//	    statereaderioresult.Do[AppState](State{}),
+//	    statereaderioresult.LetTo(
+//	        func(status string) func(State) State {
+//	            return func(s State) State { return State{...s, status: status} }
+//	        },
+//	        "active",
+//	    ),
+//	)
+//
+//go:inline
+func LetTo[ST, S1, S2, T any](
+	key func(T) func(S1) S2,
+	b T,
+) Operator[ST, S1, S2] {
+	return F.LetTo(
+		Map[ST, S1, S2],
+		key,
+		b,
+	)
+}
+
+// BindTo wraps a value in a simple constructor, typically used to start a do-notation chain
+// after getting an initial value.
+//
+// Example:
+//
+//	result := function.Pipe2(
+//	    statereaderioresult.Of[AppState](42),
+//	    statereaderioresult.BindTo[AppState](func(x int) State { return State{value: x} }),
+//	)
+//
+//go:inline
+func BindTo[ST, S1, T any](
+	setter func(T) S1,
+) Operator[ST, T, S1] {
+	return C.BindTo(
+		Map[ST, T, S1],
+		setter,
+	)
+}
+
+// ApS applies a computation in sequence and binds the result to a field.
+// This is the applicative version of Bind.
+//
+//go:inline
+func ApS[ST, S1, S2, T any](
+	setter func(T) func(S1) S2,
+	fa StateReaderIOResult[ST, T],
+) Operator[ST, S1, S2] {
+	return A.ApS(
+		Ap[S2, ST, T],
+		Map[ST, S1, func(T) S2],
+		setter,
+		fa,
+	)
+}
+
+// ApSL is a lens-based variant of ApS for working with nested structures.
+// It uses a lens to focus on a specific field in the state.
+//
+//go:inline
+func ApSL[ST, S, T any](
+	lens Lens[S, T],
+	fa StateReaderIOResult[ST, T],
+) Endomorphism[StateReaderIOResult[ST, S]] {
+	return ApS(lens.Set, fa)
+}
+
+// BindL is a lens-based variant of Bind for working with nested structures.
+// It uses a lens to focus on a specific field in the state.
+//
+//go:inline
+func BindL[ST, S, T any](
+	lens Lens[S, T],
+	f Kleisli[ST, T, T],
+) Endomorphism[StateReaderIOResult[ST, S]] {
+	return Bind(lens.Set, function.Flow2(lens.Get, f))
+}
+
+// LetL is a lens-based variant of Let for working with nested structures.
+// It uses a lens to focus on a specific field in the state.
+//
+//go:inline
+func LetL[ST, S, T any](
+	lens Lens[S, T],
+	f Endomorphism[T],
+) Endomorphism[StateReaderIOResult[ST, S]] {
+	return Let[ST](lens.Set, function.Flow2(lens.Get, f))
+}
+
+// LetToL is a lens-based variant of LetTo for working with nested structures.
+// It uses a lens to focus on a specific field in the state.
+//
+//go:inline
+func LetToL[ST, S, T any](
+	lens Lens[S, T],
+	b T,
+) Endomorphism[StateReaderIOResult[ST, S]] {
+	return LetTo[ST](lens.Set, b)
+}

v2/context/statereaderioresult/doc.go

@@ -0,0 +1,147 @@
+// Copyright (c) 2024 - 2025 IBM Corp.
+// All rights reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+// Package statereaderioresult provides a functional programming abstraction that combines
+// four powerful concepts: State, Reader, IO, and Result monads, specialized for Go's context.Context.
+//
+// # StateReaderIOResult
+//
+// StateReaderIOResult[S, A] represents a computation that:
+//   - Manages state of type S (State)
+//   - Depends on a [context.Context] (Reader)
+//   - Performs side effects (IO)
+//   - Can fail with an [error] or succeed with a value of type A (Result)
+//
+// This is a specialization of StateReaderIOEither with:
+//   - Context type fixed to [context.Context]
+//   - Error type fixed to [error]
+//
+// This is particularly useful for:
+//   - Stateful computations with dependency injection using Go contexts
+//   - Error handling in effectful computations with state
+//   - Composing operations that need access to context, manage state, and can fail
+//   - Working with Go's standard context patterns (cancellation, deadlines, values)
+//
+// # Core Operations
+//
+// Construction:
+//   - Of/Right: Create a successful computation with a value
+//   - Left: Create a failed computation with an error
+//   - FromState: Lift a State into StateReaderIOResult
+//   - FromIO: Lift an IO into StateReaderIOResult
+//   - FromResult: Lift a Result into StateReaderIOResult
+//   - FromIOResult: Lift an IOResult into StateReaderIOResult
+//   - FromReaderIOResult: Lift a ReaderIOResult into StateReaderIOResult
+//
+// Transformation:
+//   - Map: Transform the success value
+//   - Chain: Sequence dependent computations (monadic bind)
+//   - Flatten: Flatten nested StateReaderIOResult
+//
+// Combination:
+//   - Ap: Apply a function in a context to a value in a context
+//
+// Context Access:
+//   - Asks: Get a value derived from the context
+//   - Local: Run a computation with a modified context
+//
+// Kleisli Arrows:
+//   - FromResultK: Lift a Result-returning function to a Kleisli arrow
+//   - FromIOK: Lift an IO-returning function to a Kleisli arrow
+//   - FromIOResultK: Lift an IOResult-returning function to a Kleisli arrow
+//   - FromReaderIOResultK: Lift a ReaderIOResult-returning function to a Kleisli arrow
+//   - ChainResultK: Chain with a Result-returning function
+//   - ChainIOResultK: Chain with an IOResult-returning function
+//   - ChainReaderIOResultK: Chain with a ReaderIOResult-returning function
+//
+// Do Notation (Monadic Composition):
+//   - Do: Start a do-notation chain
+//   - Bind: Bind a value from a computation
+//   - BindTo: Bind a value to a simple constructor
+//   - Let: Compute a derived value
+//   - LetTo: Set a constant value
+//   - ApS: Apply in sequence (for applicative composition)
+//   - BindL/ApSL/LetL/LetToL: Lens-based variants for working with nested structures
+//
+// # Example Usage
+//
+//	type AppState struct {
+//	    RequestCount int
+//	    LastError    error
+//	}
+//
+//	// A computation that manages state, depends on context, performs IO, and can fail
+//	func processRequest(data string) statereaderioresult.StateReaderIOResult[AppState, string] {
+//	    return func(state AppState) readerioresult.ReaderIOResult[pair.Pair[AppState, string]] {
+//	        return func(ctx context.Context) ioresult.IOResult[pair.Pair[AppState, string]] {
+//	            return func() result.Result[pair.Pair[AppState, string]] {
+//	                // Check context for cancellation
+//	                if ctx.Err() != nil {
+//	                    return result.Error[pair.Pair[AppState, string]](ctx.Err())
+//	                }
+//	                // Update state
+//	                newState := AppState{RequestCount: state.RequestCount + 1}
+//	                // Perform IO operations
+//	                return result.Of(pair.MakePair(newState, "processed: " + data))
+//	            }
+//	        }
+//	    }
+//	}
+//
+//	// Compose operations using do-notation
+//	result := function.Pipe3(
+//	    statereaderioresult.Do[AppState](State{}),
+//	    statereaderioresult.Bind(
+//	        func(result string) func(State) State { return func(s State) State { return State{result: result} } },
+//	        func(s State) statereaderioresult.StateReaderIOResult[AppState, string] {
+//	            return processRequest(s.input)
+//	        },
+//	    ),
+//	    statereaderioresult.Map[AppState](func(s State) string { return s.result }),
+//	)
+//
+//	// Execute with initial state and context
+//	initialState := AppState{RequestCount: 0}
+//	ctx := context.Background()
+//	outcome := result(initialState)(ctx)() // Returns result.Result[pair.Pair[AppState, string]]
+//
+// # Context Integration
+//
+// This package is designed to work seamlessly with Go's context.Context:
+//
+//	// Using context values
+//	getUserID := statereaderioresult.Asks[AppState, string](func(ctx context.Context) statereaderioresult.StateReaderIOResult[AppState, string] {
+//	    userID, ok := ctx.Value("userID").(string)
+//	    if !ok {
+//	        return statereaderioresult.Left[AppState, string](errors.New("missing userID"))
+//	    }
+//	    return statereaderioresult.Of[AppState](userID)
+//	})
+//
+//	// Using context cancellation
+//	withTimeout := statereaderioresult.Local[AppState, string](func(ctx context.Context) context.Context {
+//	    ctx, _ = context.WithTimeout(ctx, 5*time.Second)
+//	    return ctx
+//	})
+//
+// # Monad Laws
+//
+// StateReaderIOResult satisfies the monad laws:
+//   - Left Identity: Of(a) >>= f ≡ f(a)
+//   - Right Identity: m >>= Of ≡ m
+//   - Associativity: (m >>= f) >>= g ≡ m >>= (x => f(x) >>= g)
+//
+// These laws are verified in the testing subpackage.
+package statereaderioresult

v2/context/statereaderioresult/eq.go

@@ -0,0 +1,41 @@
+// Copyright (c) 2024 - 2025 IBM Corp.
+// All rights reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package statereaderioresult
+
+import (
+	"context"
+
+	"github.com/IBM/fp-go/v2/eq"
+	"github.com/IBM/fp-go/v2/function"
+	RIOR "github.com/IBM/fp-go/v2/readerioresult"
+)
+
+// Eq implements the equals predicate for values contained in the [StateReaderIOResult] monad
+func Eq[S, A any](eqr eq.Eq[ReaderIOResult[Pair[S, A]]]) func(S) eq.Eq[StateReaderIOResult[S, A]] {
+	return func(s S) eq.Eq[StateReaderIOResult[S, A]] {
+		return eq.FromEquals(func(l, r StateReaderIOResult[S, A]) bool {
+			return eqr.Equals(l(s), r(s))
+		})
+	}
+}
+
+// FromStrictEquals constructs an [eq.Eq] from the canonical comparison function
+func FromStrictEquals[S comparable, A comparable]() func(context.Context) func(S) eq.Eq[StateReaderIOResult[S, A]] {
+	return function.Flow2(
+		RIOR.FromStrictEquals[context.Context, Pair[S, A]](),
+		Eq[S, A],
+	)
+}

v2/context/statereaderioresult/monad.go

@@ -0,0 +1,103 @@
+// Copyright (c) 2024 - 2025 IBM Corp.
+// All rights reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package statereaderioresult
+
+import (
+	"github.com/IBM/fp-go/v2/internal/applicative"
+	"github.com/IBM/fp-go/v2/internal/functor"
+	"github.com/IBM/fp-go/v2/internal/monad"
+	"github.com/IBM/fp-go/v2/internal/pointed"
+)
+
+type stateReaderIOResultPointed[
+	S, A any,
+] struct{}
+
+type stateReaderIOResultFunctor[
+	S, A, B any,
+] struct{}
+
+type stateReaderIOResultApplicative[
+	S, A, B any,
+] struct{}
+
+type stateReaderIOResultMonad[
+	S, A, B any,
+] struct{}
+
+func (o *stateReaderIOResultPointed[S, A]) Of(a A) StateReaderIOResult[S, A] {
+	return Of[S](a)
+}
+
+func (o *stateReaderIOResultMonad[S, A, B]) Of(a A) StateReaderIOResult[S, A] {
+	return Of[S](a)
+}
+
+func (o *stateReaderIOResultApplicative[S, A, B]) Of(a A) StateReaderIOResult[S, A] {
+	return Of[S](a)
+}
+
+func (o *stateReaderIOResultMonad[S, A, B]) Map(f func(A) B) Operator[S, A, B] {
+	return Map[S](f)
+}
+
+func (o *stateReaderIOResultApplicative[S, A, B]) Map(f func(A) B) Operator[S, A, B] {
+	return Map[S](f)
+}
+
+func (o *stateReaderIOResultFunctor[S, A, B]) Map(f func(A) B) Operator[S, A, B] {
+	return Map[S](f)
+}
+
+func (o *stateReaderIOResultMonad[S, A, B]) Chain(f Kleisli[S, A, B]) Operator[S, A, B] {
+	return Chain(f)
+}
+
+func (o *stateReaderIOResultMonad[S, A, B]) Ap(fa StateReaderIOResult[S, A]) Operator[S, func(A) B, B] {
+	return Ap[B](fa)
+}
+
+func (o *stateReaderIOResultApplicative[S, A, B]) Ap(fa StateReaderIOResult[S, A]) Operator[S, func(A) B, B] {
+	return Ap[B](fa)
+}
+
+// Pointed implements the [pointed.Pointed] operations for [StateReaderIOResult]
+func Pointed[
+	S, A any,
+]() pointed.Pointed[A, StateReaderIOResult[S, A]] {
+	return &stateReaderIOResultPointed[S, A]{}
+}
+
+// Functor implements the [functor.Functor] operations for [StateReaderIOResult]
+func Functor[
+	S, A, B any,
+]() functor.Functor[A, B, StateReaderIOResult[S, A], StateReaderIOResult[S, B]] {
+	return &stateReaderIOResultFunctor[S, A, B]{}
+}
+
+// Applicative implements the [applicative.Applicative] operations for [StateReaderIOResult]
+func Applicative[
+	S, A, B any,
+]() applicative.Applicative[A, B, StateReaderIOResult[S, A], StateReaderIOResult[S, B], StateReaderIOResult[S, func(A) B]] {
+	return &stateReaderIOResultApplicative[S, A, B]{}
+}
+
+// Monad implements the [monad.Monad] operations for [StateReaderIOResult]
+func Monad[
+	S, A, B any,
+]() monad.Monad[A, B, StateReaderIOResult[S, A], StateReaderIOResult[S, B], StateReaderIOResult[S, func(A) B]] {
+	return &stateReaderIOResultMonad[S, A, B]{}
+}

v2/context/statereaderioresult/resource.go

@@ -0,0 +1,101 @@
+// Copyright (c) 2024 - 2025 IBM Corp.
+// All rights reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package statereaderioresult
+
+import "github.com/IBM/fp-go/v2/statereaderioeither"
+
+// WithResource constructs a function that creates a resource with state management, operates on it,
+// and then releases the resource. This ensures proper resource cleanup even in the presence of errors,
+// following the Resource Acquisition Is Initialization (RAII) pattern.
+//
+// The state is threaded through all operations: resource creation, usage, and release.
+//
+// The resource lifecycle with state management is:
+//  1. onCreate: Acquires the resource (may modify state)
+//  2. use: Operates on the resource with current state (provided as argument to the returned function)
+//  3. onRelease: Releases the resource with current state (called regardless of success or failure)
+//
+// Type parameters:
+//   - A: The type of the result produced by using the resource
+//   - S: The state type that is threaded through all operations
+//   - RES: The resource type
+//   - ANY: The type returned by the release function (typically ignored)
+//
+// Parameters:
+//   - onCreate: A stateful computation that acquires the resource
+//   - onRelease: A stateful function that releases the resource, called with the resource and current state,
+//     executed regardless of errors
+//
+// Returns:
+//
+//	A function that takes a resource-using function and returns a StateReaderIOResult that manages
+//	the resource lifecycle with state
+//
+// Example:
+//
+//	type AppState struct {
+//	    openFiles int
+//	}
+//
+//	// Resource creation that updates state
+//	openFile := func(filename string) StateReaderIOResult[AppState, *File] {
+//	    return func(state AppState) ReaderIOResult[Pair[AppState, *File]] {
+//	        return func(ctx context.Context) IOResult[Pair[AppState, *File]] {
+//	            return func() Result[Pair[AppState, *File]] {
+//	                file, err := os.Open(filename)
+//	                if err != nil {
+//	                    return result.Error[Pair[AppState, *File]](err)
+//	                }
+//	                newState := AppState{openFiles: state.openFiles + 1}
+//	                return result.Of(pair.MakePair(newState, file))
+//	            }
+//	        }
+//	    }
+//	}
+//
+//	// Resource release that updates state
+//	closeFile := func(f *File) StateReaderIOResult[AppState, int] {
+//	    return func(state AppState) ReaderIOResult[Pair[AppState, int]] {
+//	        return func(ctx context.Context) IOResult[Pair[AppState, int]] {
+//	            return func() Result[Pair[AppState, int]] {
+//	                f.Close()
+//	                newState := AppState{openFiles: state.openFiles - 1}
+//	                return result.Of(pair.MakePair(newState, 0))
+//	            }
+//	        }
+//	    }
+//	}
+//
+//	// Use the resource with automatic cleanup
+//	withFile := WithResource(
+//	    openFile("data.txt"),
+//	    closeFile,
+//	)
+//
+//	result := withFile(func(f *File) StateReaderIOResult[AppState, string] {
+//	    return readContent(f) // File will be closed automatically
+//	})
+//
+//	// Execute the computation
+//	initialState := AppState{openFiles: 0}
+//	ctx := context.Background()
+//	outcome := result(initialState)(ctx)()
+func WithResource[A, S, RES, ANY any](
+	onCreate StateReaderIOResult[S, RES],
+	onRelease Kleisli[S, RES, ANY],
+) Kleisli[S, Kleisli[S, RES, A], A] {
+	return statereaderioeither.WithResource[A](onCreate, onRelease)
+}

v2/context/statereaderioresult/resource_test.go

@@ -0,0 +1,415 @@
+// Copyright (c) 2024 - 2025 IBM Corp.
+// All rights reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package statereaderioresult
+
+import (
+	"context"
+	"errors"
+	"testing"
+
+	P "github.com/IBM/fp-go/v2/pair"
+	RES "github.com/IBM/fp-go/v2/result"
+	"github.com/stretchr/testify/assert"
+)
+
+// resourceState tracks the lifecycle of resources for testing
+type resourceState struct {
+	resourcesCreated int
+	resourcesReleased int
+	lastError        error
+}
+
+// mockResource represents a test resource
+type mockResource struct {
+	id      int
+	isValid bool
+}
+
+// TestWithResourceSuccess tests successful resource creation, usage, and release
+func TestWithResourceSuccess(t *testing.T) {
+	initialState := resourceState{resourcesCreated: 0, resourcesReleased: 0}
+	ctx := context.Background()
+
+	// Create a resource
+	onCreate := func(s resourceState) ReaderIOResult[Pair[resourceState, mockResource]] {
+		return func(ctx context.Context) IOResult[Pair[resourceState, mockResource]] {
+			return func() Result[Pair[resourceState, mockResource]] {
+				newState := resourceState{
+					resourcesCreated:  s.resourcesCreated + 1,
+					resourcesReleased: s.resourcesReleased,
+				}
+				res := mockResource{id: newState.resourcesCreated, isValid: true}
+				return RES.Of(P.MakePair(newState, res))
+			}
+		}
+	}
+
+	// Release a resource
+	onRelease := func(res mockResource) StateReaderIOResult[resourceState, int] {
+		return func(s resourceState) ReaderIOResult[Pair[resourceState, int]] {
+			return func(ctx context.Context) IOResult[Pair[resourceState, int]] {
+				return func() Result[Pair[resourceState, int]] {
+					newState := resourceState{
+						resourcesCreated:  s.resourcesCreated,
+						resourcesReleased: s.resourcesReleased + 1,
+					}
+					return RES.Of(P.MakePair(newState, 0))
+				}
+			}
+		}
+	}
+
+	// Use the resource
+	useResource := func(res mockResource) StateReaderIOResult[resourceState, string] {
+		return func(s resourceState) ReaderIOResult[Pair[resourceState, string]] {
+			return func(ctx context.Context) IOResult[Pair[resourceState, string]] {
+				return func() Result[Pair[resourceState, string]] {
+					result := "used resource " + string(rune(res.id+'0'))
+					return RES.Of(P.MakePair(s, result))
+				}
+			}
+		}
+	}
+
+	withResource := WithResource[string](onCreate, onRelease)
+	result := withResource(useResource)
+	outcome := result(initialState)(ctx)()
+
+	assert.True(t, RES.IsRight(outcome))
+	RES.Map(func(p Pair[resourceState, string]) Pair[resourceState, string] {
+		state := P.Head(p)
+		value := P.Tail(p)
+
+		// Verify state updates
+		// Note: Final state comes from the use function, not the release function
+		// onCreate: 0->1, use: sees 1 (doesn't modify), release: sees 1 and increments released
+		// The final state is from use function which saw state=1 with resourcesReleased=0
+		assert.Equal(t, 1, state.resourcesCreated, "Resource should be created once")
+		assert.Equal(t, 0, state.resourcesReleased, "Final state is from use function, before release")
+
+		// Verify result
+		assert.Equal(t, "used resource 1", value)
+
+		return p
+	})(outcome)
+}
+
+// TestWithResourceErrorInCreate tests error handling when resource creation fails
+func TestWithResourceErrorInCreate(t *testing.T) {
+	initialState := resourceState{resourcesCreated: 0, resourcesReleased: 0}
+	ctx := context.Background()
+
+	createError := errors.New("failed to create resource")
+
+	// onCreate that fails
+	onCreate := func(s resourceState) ReaderIOResult[Pair[resourceState, mockResource]] {
+		return func(ctx context.Context) IOResult[Pair[resourceState, mockResource]] {
+			return func() Result[Pair[resourceState, mockResource]] {
+				return RES.Left[Pair[resourceState, mockResource]](createError)
+			}
+		}
+	}
+
+	// Release should not be called if onCreate fails
+	onRelease := func(res mockResource) StateReaderIOResult[resourceState, int] {
+		return func(s resourceState) ReaderIOResult[Pair[resourceState, int]] {
+			return func(ctx context.Context) IOResult[Pair[resourceState, int]] {
+				return func() Result[Pair[resourceState, int]] {
+					t.Error("onRelease should not be called when onCreate fails")
+					return RES.Of(P.MakePair(s, 0))
+				}
+			}
+		}
+	}
+
+	useResource := func(res mockResource) StateReaderIOResult[resourceState, string] {
+		return Of[resourceState]("should not reach here")
+	}
+
+	withResource := WithResource[string](onCreate, onRelease)
+	result := withResource(useResource)
+	outcome := result(initialState)(ctx)()
+
+	assert.True(t, RES.IsLeft(outcome))
+	RES.Fold(
+		func(err error) bool {
+			assert.Equal(t, createError, err)
+			return true
+		},
+		func(p Pair[resourceState, string]) bool {
+			t.Error("Expected error but got success")
+			return false
+		},
+	)(outcome)
+}
+
+// TestWithResourceErrorInUse tests that resources are released even when usage fails
+func TestWithResourceErrorInUse(t *testing.T) {
+	initialState := resourceState{resourcesCreated: 0, resourcesReleased: 0}
+	ctx := context.Background()
+
+	useError := errors.New("failed to use resource")
+
+	// Create a resource
+	onCreate := func(s resourceState) ReaderIOResult[Pair[resourceState, mockResource]] {
+		return func(ctx context.Context) IOResult[Pair[resourceState, mockResource]] {
+			return func() Result[Pair[resourceState, mockResource]] {
+				newState := resourceState{
+					resourcesCreated:  s.resourcesCreated + 1,
+					resourcesReleased: s.resourcesReleased,
+				}
+				res := mockResource{id: 1, isValid: true}
+				return RES.Of(P.MakePair(newState, res))
+			}
+		}
+	}
+
+	releaseWasCalled := false
+
+	// Release should still be called even if use fails
+	onRelease := func(res mockResource) StateReaderIOResult[resourceState, int] {
+		return func(s resourceState) ReaderIOResult[Pair[resourceState, int]] {
+			return func(ctx context.Context) IOResult[Pair[resourceState, int]] {
+				return func() Result[Pair[resourceState, int]] {
+					releaseWasCalled = true
+					newState := resourceState{
+						resourcesCreated:  s.resourcesCreated,
+						resourcesReleased: s.resourcesReleased + 1,
+					}
+					return RES.Of(P.MakePair(newState, 0))
+				}
+			}
+		}
+	}
+
+	// Use that fails
+	useResource := func(res mockResource) StateReaderIOResult[resourceState, string] {
+		return Left[resourceState, string](useError)
+	}
+
+	withResource := WithResource[string](onCreate, onRelease)
+	result := withResource(useResource)
+	outcome := result(initialState)(ctx)()
+
+	assert.True(t, RES.IsLeft(outcome))
+	assert.True(t, releaseWasCalled, "onRelease should be called even when use fails")
+
+	RES.Fold(
+		func(err error) bool {
+			assert.Equal(t, useError, err)
+			return true
+		},
+		func(p Pair[resourceState, string]) bool {
+			t.Error("Expected error but got success")
+			return false
+		},
+	)(outcome)
+}
+
+// TestWithResourceStateThreading tests that state is properly threaded through all operations
+func TestWithResourceStateThreading(t *testing.T) {
+	initialState := resourceState{resourcesCreated: 0, resourcesReleased: 0}
+	ctx := context.Background()
+
+	// Create increments counter
+	onCreate := func(s resourceState) ReaderIOResult[Pair[resourceState, mockResource]] {
+		return func(ctx context.Context) IOResult[Pair[resourceState, mockResource]] {
+			return func() Result[Pair[resourceState, mockResource]] {
+				newState := resourceState{
+					resourcesCreated:  s.resourcesCreated + 1,
+					resourcesReleased: s.resourcesReleased,
+				}
+				res := mockResource{id: newState.resourcesCreated, isValid: true}
+				return RES.Of(P.MakePair(newState, res))
+			}
+		}
+	}
+
+	// Use observes the state after creation
+	useResource := func(res mockResource) StateReaderIOResult[resourceState, int] {
+		return func(s resourceState) ReaderIOResult[Pair[resourceState, int]] {
+			return func(ctx context.Context) IOResult[Pair[resourceState, int]] {
+				return func() Result[Pair[resourceState, int]] {
+					// Verify state was updated by onCreate
+					assert.Equal(t, 1, s.resourcesCreated)
+					assert.Equal(t, 0, s.resourcesReleased)
+					return RES.Of(P.MakePair(s, s.resourcesCreated))
+				}
+			}
+		}
+	}
+
+	// Release increments released counter
+	onRelease := func(res mockResource) StateReaderIOResult[resourceState, int] {
+		return func(s resourceState) ReaderIOResult[Pair[resourceState, int]] {
+			return func(ctx context.Context) IOResult[Pair[resourceState, int]] {
+				return func() Result[Pair[resourceState, int]] {
+					// Verify state was updated by onCreate and use
+					assert.Equal(t, 1, s.resourcesCreated)
+					assert.Equal(t, 0, s.resourcesReleased)
+
+					newState := resourceState{
+						resourcesCreated:  s.resourcesCreated,
+						resourcesReleased: s.resourcesReleased + 1,
+					}
+					return RES.Of(P.MakePair(newState, 0))
+				}
+			}
+		}
+	}
+
+	withResource := WithResource[int](onCreate, onRelease)
+	result := withResource(useResource)
+	outcome := result(initialState)(ctx)()
+
+	assert.True(t, RES.IsRight(outcome))
+	RES.Map(func(p Pair[resourceState, int]) Pair[resourceState, int] {
+		finalState := P.Head(p)
+		value := P.Tail(p)
+
+		// Verify final state
+		// Note: Final state is from the use function, which preserves the state it received
+		// onCreate: 0->1, use: sees 1, release: sees 1 and increments released to 1
+		// But final state is from use function where resourcesReleased=0
+		assert.Equal(t, 1, finalState.resourcesCreated)
+		assert.Equal(t, 0, finalState.resourcesReleased, "Final state is from use function, before release")
+		assert.Equal(t, 1, value)
+
+		return p
+	})(outcome)
+}
+
+// TestWithResourceMultipleResources tests using WithResource multiple times (nesting)
+func TestWithResourceMultipleResources(t *testing.T) {
+	initialState := resourceState{resourcesCreated: 0, resourcesReleased: 0}
+	ctx := context.Background()
+
+	createResource := func(s resourceState) ReaderIOResult[Pair[resourceState, mockResource]] {
+		return func(ctx context.Context) IOResult[Pair[resourceState, mockResource]] {
+			return func() Result[Pair[resourceState, mockResource]] {
+				newState := resourceState{
+					resourcesCreated:  s.resourcesCreated + 1,
+					resourcesReleased: s.resourcesReleased,
+				}
+				res := mockResource{id: newState.resourcesCreated, isValid: true}
+				return RES.Of(P.MakePair(newState, res))
+			}
+		}
+	}
+
+	releaseResource := func(res mockResource) StateReaderIOResult[resourceState, int] {
+		return func(s resourceState) ReaderIOResult[Pair[resourceState, int]] {
+			return func(ctx context.Context) IOResult[Pair[resourceState, int]] {
+				return func() Result[Pair[resourceState, int]] {
+					newState := resourceState{
+						resourcesCreated:  s.resourcesCreated,
+						resourcesReleased: s.resourcesReleased + 1,
+					}
+					return RES.Of(P.MakePair(newState, 0))
+				}
+			}
+		}
+	}
+
+	// Create two nested resources
+	withResource1 := WithResource[int](createResource, releaseResource)
+	withResource2 := WithResource[int](createResource, releaseResource)
+
+	result := withResource1(func(res1 mockResource) StateReaderIOResult[resourceState, int] {
+		return withResource2(func(res2 mockResource) StateReaderIOResult[resourceState, int] {
+			// Both resources should be available
+			return Of[resourceState](res1.id + res2.id)
+		})
+	})
+
+	outcome := result(initialState)(ctx)()
+
+	assert.True(t, RES.IsRight(outcome))
+	RES.Map(func(p Pair[resourceState, int]) Pair[resourceState, int] {
+		finalState := P.Head(p)
+		value := P.Tail(p)
+
+		// Both resources created, but final state is from innermost use function
+		// onCreate1: 0->1, onCreate2: 1->2, use (Of): sees 2
+		// Release functions execute but their state changes aren't in the final result
+		assert.Equal(t, 2, finalState.resourcesCreated)
+		assert.Equal(t, 0, finalState.resourcesReleased, "Final state is from use function, before releases")
+		// res1.id = 1, res2.id = 2, sum = 3
+		assert.Equal(t, 3, value)
+
+		return p
+	})(outcome)
+}
+
+// TestWithResourceContextCancellation tests behavior with context cancellation
+func TestWithResourceContextCancellation(t *testing.T) {
+	initialState := resourceState{resourcesCreated: 0, resourcesReleased: 0}
+	ctx, cancel := context.WithCancel(context.Background())
+	cancel() // Cancel immediately
+
+	cancelError := errors.New("context cancelled")
+
+	// Create should respect context cancellation
+	onCreate := func(s resourceState) ReaderIOResult[Pair[resourceState, mockResource]] {
+		return func(ctx context.Context) IOResult[Pair[resourceState, mockResource]] {
+			return func() Result[Pair[resourceState, mockResource]] {
+				if ctx.Err() != nil {
+					return RES.Left[Pair[resourceState, mockResource]](cancelError)
+				}
+				newState := resourceState{
+					resourcesCreated:  s.resourcesCreated + 1,
+					resourcesReleased: s.resourcesReleased,
+				}
+				res := mockResource{id: 1, isValid: true}
+				return RES.Of(P.MakePair(newState, res))
+			}
+		}
+	}
+
+	onRelease := func(res mockResource) StateReaderIOResult[resourceState, int] {
+		return func(s resourceState) ReaderIOResult[Pair[resourceState, int]] {
+			return func(ctx context.Context) IOResult[Pair[resourceState, int]] {
+				return func() Result[Pair[resourceState, int]] {
+					newState := resourceState{
+						resourcesCreated:  s.resourcesCreated,
+						resourcesReleased: s.resourcesReleased + 1,
+					}
+					return RES.Of(P.MakePair(newState, 0))
+				}
+			}
+		}
+	}
+
+	useResource := func(res mockResource) StateReaderIOResult[resourceState, string] {
+		return Of[resourceState]("should not reach here")
+	}
+
+	withResource := WithResource[string](onCreate, onRelease)
+	result := withResource(useResource)
+	outcome := result(initialState)(ctx)()
+
+	assert.True(t, RES.IsLeft(outcome))
+	RES.Fold(
+		func(err error) bool {
+			assert.Equal(t, cancelError, err)
+			return true
+		},
+		func(p Pair[resourceState, string]) bool {
+			t.Error("Expected error but got success")
+			return false
+		},
+	)(outcome)
+}

v2/context/statereaderioresult/state.go

@@ -0,0 +1,309 @@
+// Copyright (c) 2024 - 2025 IBM Corp.
+// All rights reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package statereaderioresult
+
+import (
+	"context"
+
+	RIORES "github.com/IBM/fp-go/v2/context/readerioresult"
+	"github.com/IBM/fp-go/v2/function"
+	"github.com/IBM/fp-go/v2/internal/statet"
+	RIOR "github.com/IBM/fp-go/v2/readerioresult"
+	"github.com/IBM/fp-go/v2/result"
+)
+
+// Left creates a StateReaderIOResult that represents a failed computation with the given error.
+// The error value is immediately available and does not depend on state or context.
+//
+// Example:
+//
+//	result := statereaderioresult.Left[AppState, string](errors.New("validation failed"))
+//	// Returns a failed computation that ignores state and context
+func Left[S, A any](e error) StateReaderIOResult[S, A] {
+	return function.Constant1[S](RIORES.Left[Pair[S, A]](e))
+}
+
+// Right creates a StateReaderIOResult that represents a successful computation with the given value.
+// The value is wrapped and the state is passed through unchanged.
+//
+// Example:
+//
+//	result := statereaderioresult.Right[AppState](42)
+//	// Returns a successful computation containing 42
+func Right[S, A any](a A) StateReaderIOResult[S, A] {
+	return statet.Of[StateReaderIOResult[S, A]](RIORES.Of[Pair[S, A]], a)
+}
+
+// Of creates a StateReaderIOResult that represents a successful computation with the given value.
+// This is the monadic return/pure operation for StateReaderIOResult.
+// Equivalent to [Right].
+//
+// Example:
+//
+//	result := statereaderioresult.Of[AppState](42)
+//	// Returns a successful computation containing 42
+func Of[S, A any](a A) StateReaderIOResult[S, A] {
+	return Right[S](a)
+}
+
+// MonadMap transforms the success value of a StateReaderIOResult using the provided function.
+// If the computation fails, the error is propagated unchanged.
+// The state is threaded through the computation.
+// This is the functor map operation.
+//
+// Example:
+//
+//	result := statereaderioresult.MonadMap(
+//	    statereaderioresult.Of[AppState](21),
+//	    func(x int) int { return x * 2 },
+//	) // Result contains 42
+func MonadMap[S, A, B any](fa StateReaderIOResult[S, A], f func(A) B) StateReaderIOResult[S, B] {
+	return statet.MonadMap[StateReaderIOResult[S, A], StateReaderIOResult[S, B]](
+		RIORES.MonadMap[Pair[S, A], Pair[S, B]],
+		fa,
+		f,
+	)
+}
+
+// Map is the curried version of [MonadMap].
+// Returns a function that transforms a StateReaderIOResult.
+//
+// Example:
+//
+//	double := statereaderioresult.Map[AppState](func(x int) int { return x * 2 })
+//	result := function.Pipe1(statereaderioresult.Of[AppState](21), double)
+func Map[S, A, B any](f func(A) B) Operator[S, A, B] {
+	return statet.Map[StateReaderIOResult[S, A], StateReaderIOResult[S, B]](
+		RIORES.Map[Pair[S, A], Pair[S, B]],
+		f,
+	)
+}
+
+// MonadChain sequences two computations, passing the result of the first to a function
+// that produces the second computation. This is the monadic bind operation.
+// The state is threaded through both computations.
+//
+// Example:
+//
+//	result := statereaderioresult.MonadChain(
+//	    statereaderioresult.Of[AppState](5),
+//	    func(x int) statereaderioresult.StateReaderIOResult[AppState, string] {
+//	        return statereaderioresult.Of[AppState](fmt.Sprintf("value: %d", x))
+//	    },
+//	)
+func MonadChain[S, A, B any](fa StateReaderIOResult[S, A], f Kleisli[S, A, B]) StateReaderIOResult[S, B] {
+	return statet.MonadChain(
+		RIORES.MonadChain[Pair[S, A], Pair[S, B]],
+		fa,
+		f,
+	)
+}
+
+// Chain is the curried version of [MonadChain].
+// Returns a function that sequences computations.
+//
+// Example:
+//
+//	stringify := statereaderioresult.Chain[AppState](func(x int) statereaderioresult.StateReaderIOResult[AppState, string] {
+//	    return statereaderioresult.Of[AppState](fmt.Sprintf("%d", x))
+//	})
+//	result := function.Pipe1(statereaderioresult.Of[AppState](42), stringify)
+func Chain[S, A, B any](f Kleisli[S, A, B]) Operator[S, A, B] {
+	return statet.Chain[StateReaderIOResult[S, A]](
+		RIORES.Chain[Pair[S, A], Pair[S, B]],
+		f,
+	)
+}
+
+// MonadAp applies a function wrapped in a StateReaderIOResult to a value wrapped in a StateReaderIOResult.
+// If either the function or the value fails, the error is propagated.
+// The state is threaded through both computations sequentially.
+// This is the applicative apply operation.
+//
+// Example:
+//
+//	fab := statereaderioresult.Of[AppState](func(x int) int { return x * 2 })
+//	fa := statereaderioresult.Of[AppState](21)
+//	result := statereaderioresult.MonadAp(fab, fa) // Result contains 42
+func MonadAp[B, S, A any](fab StateReaderIOResult[S, func(A) B], fa StateReaderIOResult[S, A]) StateReaderIOResult[S, B] {
+	return statet.MonadAp[StateReaderIOResult[S, A], StateReaderIOResult[S, B]](
+		RIORES.MonadMap[Pair[S, A], Pair[S, B]],
+		RIORES.MonadChain[Pair[S, func(A) B], Pair[S, B]],
+		fab,
+		fa,
+	)
+}
+
+// Ap is the curried version of [MonadAp].
+// Returns a function that applies a wrapped function to the given wrapped value.
+func Ap[B, S, A any](fa StateReaderIOResult[S, A]) Operator[S, func(A) B, B] {
+	return statet.Ap[StateReaderIOResult[S, A], StateReaderIOResult[S, B], StateReaderIOResult[S, func(A) B]](
+		RIORES.Map[Pair[S, A], Pair[S, B]],
+		RIORES.Chain[Pair[S, func(A) B], Pair[S, B]],
+		fa,
+	)
+}
+
+// FromReaderIOResult lifts a ReaderIOResult into a StateReaderIOResult.
+// The state is passed through unchanged.
+//
+// Example:
+//
+//	riores := readerioresult.Of(42)
+//	result := statereaderioresult.FromReaderIOResult[AppState](riores)
+func FromReaderIOResult[S, A any](fa ReaderIOResult[A]) StateReaderIOResult[S, A] {
+	return statet.FromF[StateReaderIOResult[S, A]](
+		RIORES.MonadMap[A],
+		fa,
+	)
+}
+
+// FromIOResult lifts an IOResult into a StateReaderIOResult.
+// The state is passed through unchanged and the context is ignored.
+func FromIOResult[S, A any](fa IOResult[A]) StateReaderIOResult[S, A] {
+	return FromReaderIOResult[S](RIORES.FromIOResult(fa))
+}
+
+// FromState lifts a State computation into a StateReaderIOResult.
+// The computation cannot fail (uses the error type).
+func FromState[S, A any](sa State[S, A]) StateReaderIOResult[S, A] {
+	return statet.FromState[StateReaderIOResult[S, A]](RIORES.Of[Pair[S, A]], sa)
+}
+
+// FromIO lifts an IO computation into a StateReaderIOResult.
+// The state is passed through unchanged and the context is ignored.
+func FromIO[S, A any](fa IO[A]) StateReaderIOResult[S, A] {
+	return FromReaderIOResult[S](RIORES.FromIO(fa))
+}
+
+// FromResult lifts a Result into a StateReaderIOResult.
+// The state is passed through unchanged and the context is ignored.
+//
+// Example:
+//
+//	result := statereaderioresult.FromResult[AppState](result.Of(42))
+func FromResult[S, A any](ma Result[A]) StateReaderIOResult[S, A] {
+	return result.Fold(Left[S, A], Right[S, A])(ma)
+}
+
+// Combinators
+
+// Local runs a computation with a modified context.
+// The function f transforms the context before passing it to the computation.
+//
+// Example:
+//
+//	// Modify context before running computation
+//	withTimeout := statereaderioresult.Local[AppState](
+//	    func(ctx context.Context) context.Context {
+//	        ctx, _ = context.WithTimeout(ctx, 60*time.Second)
+//	        return ctx
+//	    }
+//	)
+//	result := withTimeout(computation)
+func Local[S, A any](f func(context.Context) context.Context) func(StateReaderIOResult[S, A]) StateReaderIOResult[S, A] {
+	return func(ma StateReaderIOResult[S, A]) StateReaderIOResult[S, A] {
+		return function.Flow2(ma, RIOR.Local[Pair[S, A]](f))
+	}
+}
+
+// Asks creates a computation that derives a value from the context.
+// The function receives the context and returns a StateReaderIOResult.
+//
+// Example:
+//
+//	getValue := statereaderioresult.Asks[AppState, string](
+//	    func(ctx context.Context) statereaderioresult.StateReaderIOResult[AppState, string] {
+//	        return statereaderioresult.Of[AppState](ctx.Value("key").(string))
+//	    },
+//	)
+func Asks[S, A any](f func(context.Context) StateReaderIOResult[S, A]) StateReaderIOResult[S, A] {
+	return func(s S) ReaderIOResult[Pair[S, A]] {
+		return func(ctx context.Context) IOResult[Pair[S, A]] {
+			return f(ctx)(s)(ctx)
+		}
+	}
+}
+
+// FromResultK lifts a Result-returning function into a Kleisli arrow for StateReaderIOResult.
+//
+// Example:
+//
+//	validate := func(x int) result.Result[int] {
+//	    if x > 0 { return result.Of(x) }
+//	    return result.Error[int](errors.New("negative"))
+//	}
+//	kleisli := statereaderioresult.FromResultK[AppState](validate)
+func FromResultK[S, A, B any](f func(A) Result[B]) Kleisli[S, A, B] {
+	return function.Flow2(
+		f,
+		FromResult[S, B],
+	)
+}
+
+// FromIOK lifts an IO-returning function into a Kleisli arrow for StateReaderIOResult.
+func FromIOK[S, A, B any](f func(A) IO[B]) Kleisli[S, A, B] {
+	return function.Flow2(
+		f,
+		FromIO[S, B],
+	)
+}
+
+// FromIOResultK lifts an IOResult-returning function into a Kleisli arrow for StateReaderIOResult.
+func FromIOResultK[S, A, B any](f func(A) IOResult[B]) Kleisli[S, A, B] {
+	return function.Flow2(
+		f,
+		FromIOResult[S, B],
+	)
+}
+
+// FromReaderIOResultK lifts a ReaderIOResult-returning function into a Kleisli arrow for StateReaderIOResult.
+func FromReaderIOResultK[S, A, B any](f func(A) ReaderIOResult[B]) Kleisli[S, A, B] {
+	return function.Flow2(
+		f,
+		FromReaderIOResult[S, B],
+	)
+}
+
+// MonadChainReaderIOResultK chains a StateReaderIOResult with a ReaderIOResult-returning function.
+func MonadChainReaderIOResultK[S, A, B any](ma StateReaderIOResult[S, A], f func(A) ReaderIOResult[B]) StateReaderIOResult[S, B] {
+	return MonadChain(ma, FromReaderIOResultK[S](f))
+}
+
+// ChainReaderIOResultK is the curried version of [MonadChainReaderIOResultK].
+func ChainReaderIOResultK[S, A, B any](f func(A) ReaderIOResult[B]) Operator[S, A, B] {
+	return Chain(FromReaderIOResultK[S](f))
+}
+
+// MonadChainIOResultK chains a StateReaderIOResult with an IOResult-returning function.
+func MonadChainIOResultK[S, A, B any](ma StateReaderIOResult[S, A], f func(A) IOResult[B]) StateReaderIOResult[S, B] {
+	return MonadChain(ma, FromIOResultK[S](f))
+}
+
+// ChainIOResultK is the curried version of [MonadChainIOResultK].
+func ChainIOResultK[S, A, B any](f func(A) IOResult[B]) Operator[S, A, B] {
+	return Chain(FromIOResultK[S](f))
+}
+
+// MonadChainResultK chains a StateReaderIOResult with a Result-returning function.
+func MonadChainResultK[S, A, B any](ma StateReaderIOResult[S, A], f func(A) Result[B]) StateReaderIOResult[S, B] {
+	return MonadChain(ma, FromResultK[S](f))
+}
+
+// ChainResultK is the curried version of [MonadChainResultK].
+func ChainResultK[S, A, B any](f func(A) Result[B]) Operator[S, A, B] {
+	return Chain(FromResultK[S](f))
+}

v2/context/statereaderioresult/statereaderioresult_test.go

@@ -0,0 +1,567 @@
+// Copyright (c) 2024 - 2025 IBM Corp.
+// All rights reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package statereaderioresult
+
+import (
+	"context"
+	"errors"
+	"fmt"
+	"testing"
+
+	F "github.com/IBM/fp-go/v2/function"
+	"github.com/IBM/fp-go/v2/io"
+	IOR "github.com/IBM/fp-go/v2/ioresult"
+	N "github.com/IBM/fp-go/v2/number"
+	P "github.com/IBM/fp-go/v2/pair"
+	RES "github.com/IBM/fp-go/v2/result"
+	"github.com/stretchr/testify/assert"
+)
+
+type testState struct {
+	counter int
+}
+
+func TestOf(t *testing.T) {
+	state := testState{counter: 0}
+	ctx := context.Background()
+	result := Of[testState](42)
+	res := result(state)(ctx)()
+
+	assert.True(t, RES.IsRight(res))
+	RES.Fold(
+		func(err error) bool {
+			t.Fatalf("Expected Success but got Error: %v", err)
+			return false
+		},
+		func(p P.Pair[testState, int]) bool {
+			assert.Equal(t, 42, P.Tail(p))
+			assert.Equal(t, 0, P.Head(p).counter) // State unchanged
+			return true
+		},
+	)(res)
+}
+
+func TestRight(t *testing.T) {
+	state := testState{counter: 5}
+	ctx := context.Background()
+	result := Right[testState](100)
+	res := result(state)(ctx)()
+
+	assert.True(t, RES.IsRight(res))
+	RES.Map(func(p P.Pair[testState, int]) P.Pair[testState, int] {
+		assert.Equal(t, 100, P.Tail(p))
+		assert.Equal(t, 5, P.Head(p).counter)
+		return p
+	})(res)
+}
+
+func TestLeft(t *testing.T) {
+	state := testState{counter: 10}
+	ctx := context.Background()
+	testErr := errors.New("test error")
+	result := Left[testState, int](testErr)
+	res := result(state)(ctx)()
+
+	assert.True(t, RES.IsLeft(res))
+}
+
+func TestMonadMap(t *testing.T) {
+	state := testState{counter: 0}
+	ctx := context.Background()
+
+	result := MonadMap(
+		Of[testState](21),
+		N.Mul(2),
+	)
+	res := result(state)(ctx)()
+
+	assert.True(t, RES.IsRight(res))
+	RES.Map(func(p P.Pair[testState, int]) P.Pair[testState, int] {
+		assert.Equal(t, 42, P.Tail(p))
+		return p
+	})(res)
+}
+
+func TestMap(t *testing.T) {
+	state := testState{counter: 0}
+	ctx := context.Background()
+
+	result := F.Pipe1(
+		Of[testState](21),
+		Map[testState](N.Mul(2)),
+	)
+	res := result(state)(ctx)()
+
+	assert.True(t, RES.IsRight(res))
+	RES.Map(func(p P.Pair[testState, int]) P.Pair[testState, int] {
+		assert.Equal(t, 42, P.Tail(p))
+		return p
+	})(res)
+}
+
+func TestMonadChain(t *testing.T) {
+	state := testState{counter: 0}
+	ctx := context.Background()
+
+	result := MonadChain(
+		Of[testState](5),
+		func(x int) StateReaderIOResult[testState, string] {
+			return Of[testState](fmt.Sprintf("value: %d", x))
+		},
+	)
+	res := result(state)(ctx)()
+
+	assert.True(t, RES.IsRight(res))
+	RES.Map(func(p P.Pair[testState, string]) P.Pair[testState, string] {
+		assert.Equal(t, "value: 5", P.Tail(p))
+		return p
+	})(res)
+}
+
+func TestChain(t *testing.T) {
+	state := testState{counter: 0}
+	ctx := context.Background()
+
+	result := F.Pipe1(
+		Of[testState](5),
+		Chain(func(x int) StateReaderIOResult[testState, string] {
+			return Of[testState](fmt.Sprintf("value: %d", x))
+		}),
+	)
+	res := result(state)(ctx)()
+
+	assert.True(t, RES.IsRight(res))
+	RES.Map(func(p P.Pair[testState, string]) P.Pair[testState, string] {
+		assert.Equal(t, "value: 5", P.Tail(p))
+		return p
+	})(res)
+}
+
+func TestMonadAp(t *testing.T) {
+	state := testState{counter: 0}
+	ctx := context.Background()
+
+	fab := Of[testState](N.Mul(2))
+	fa := Of[testState](21)
+	result := MonadAp(fab, fa)
+	res := result(state)(ctx)()
+
+	assert.True(t, RES.IsRight(res))
+	RES.Map(func(p P.Pair[testState, int]) P.Pair[testState, int] {
+		assert.Equal(t, 42, P.Tail(p))
+		return p
+	})(res)
+}
+
+func TestAp(t *testing.T) {
+	state := testState{counter: 0}
+	ctx := context.Background()
+
+	fa := Of[testState](21)
+	result := F.Pipe1(
+		Of[testState](N.Mul(2)),
+		Ap[int](fa),
+	)
+	res := result(state)(ctx)()
+
+	assert.True(t, RES.IsRight(res))
+	RES.Map(func(p P.Pair[testState, int]) P.Pair[testState, int] {
+		assert.Equal(t, 42, P.Tail(p))
+		return p
+	})(res)
+}
+
+func TestFromIOResult(t *testing.T) {
+	state := testState{counter: 3}
+	ctx := context.Background()
+
+	ior := IOR.Of(55)
+	result := FromIOResult[testState](ior)
+	res := result(state)(ctx)()
+
+	assert.True(t, RES.IsRight(res))
+	RES.Map(func(p P.Pair[testState, int]) P.Pair[testState, int] {
+		assert.Equal(t, 55, P.Tail(p))
+		assert.Equal(t, 3, P.Head(p).counter)
+		return p
+	})(res)
+}
+
+func TestFromState(t *testing.T) {
+	initialState := testState{counter: 10}
+	ctx := context.Background()
+
+	// State computation that increments counter and returns it
+	stateComp := func(s testState) P.Pair[testState, int] {
+		newState := testState{counter: s.counter + 1}
+		return P.MakePair(newState, newState.counter)
+	}
+
+	result := FromState(stateComp)
+	res := result(initialState)(ctx)()
+
+	assert.True(t, RES.IsRight(res))
+	RES.Map(func(p P.Pair[testState, int]) P.Pair[testState, int] {
+		assert.Equal(t, 11, P.Tail(p)) // Incremented value
+		assert.Equal(t, 11, P.Head(p).counter) // State updated
+		return p
+	})(res)
+}
+
+func TestFromIO(t *testing.T) {
+	state := testState{counter: 8}
+	ctx := context.Background()
+
+	ioVal := func() int { return 99 }
+	result := FromIO[testState](ioVal)
+	res := result(state)(ctx)()
+
+	assert.True(t, RES.IsRight(res))
+	RES.Map(func(p P.Pair[testState, int]) P.Pair[testState, int] {
+		assert.Equal(t, 99, P.Tail(p))
+		assert.Equal(t, 8, P.Head(p).counter)
+		return p
+	})(res)
+}
+
+func TestFromResult(t *testing.T) {
+	state := testState{counter: 12}
+	ctx := context.Background()
+
+	// Test Success case
+	resultSuccess := FromResult[testState](RES.Of(42))
+	resSuccess := resultSuccess(state)(ctx)()
+	assert.True(t, RES.IsRight(resSuccess))
+
+	// Test Error case
+	resultError := FromResult[testState](RES.Left[int](errors.New("error")))
+	resError := resultError(state)(ctx)()
+	assert.True(t, RES.IsLeft(resError))
+}
+
+func TestLocal(t *testing.T) {
+	state := testState{counter: 0}
+	ctx := context.WithValue(context.Background(), "key", "value1")
+
+	// Create a computation that uses the context
+	comp := Asks(func(c context.Context) StateReaderIOResult[testState, string] {
+		val := c.Value("key").(string)
+		return Of[testState](val)
+	})
+
+	// Modify context before running computation
+	result := Local[testState, string](
+		func(c context.Context) context.Context {
+			return context.WithValue(c, "key", "value2")
+		},
+	)(comp)
+
+	res := result(state)(ctx)()
+	assert.True(t, RES.IsRight(res))
+	RES.Map(func(p P.Pair[testState, string]) P.Pair[testState, string] {
+		assert.Equal(t, "value2", P.Tail(p))
+		return p
+	})(res)
+}
+
+func TestAsks(t *testing.T) {
+	state := testState{counter: 0}
+	ctx := context.WithValue(context.Background(), "multiplier", 7)
+
+	result := Asks(func(c context.Context) StateReaderIOResult[testState, int] {
+		mult := c.Value("multiplier").(int)
+		return Of[testState](mult * 5)
+	})
+
+	res := result(state)(ctx)()
+	assert.True(t, RES.IsRight(res))
+	RES.Map(func(p P.Pair[testState, int]) P.Pair[testState, int] {
+		assert.Equal(t, 35, P.Tail(p))
+		return p
+	})(res)
+}
+
+func TestFromResultK(t *testing.T) {
+	state := testState{counter: 0}
+	ctx := context.Background()
+
+	validate := func(x int) RES.Result[int] {
+		if x > 0 {
+			return RES.Of(x * 2)
+		}
+		return RES.Left[int](errors.New("negative"))
+	}
+
+	kleisli := FromResultK[testState](validate)
+
+	// Test with valid input
+	resultValid := kleisli(5)
+	resValid := resultValid(state)(ctx)()
+	assert.True(t, RES.IsRight(resValid))
+	RES.Map(func(p P.Pair[testState, int]) P.Pair[testState, int] {
+		assert.Equal(t, 10, P.Tail(p))
+		return p
+	})(resValid)
+
+	// Test with invalid input
+	resultInvalid := kleisli(-5)
+	resInvalid := resultInvalid(state)(ctx)()
+	assert.True(t, RES.IsLeft(resInvalid))
+}
+
+func TestFromIOK(t *testing.T) {
+	state := testState{counter: 0}
+	ctx := context.Background()
+
+	ioFunc := func(x int) io.IO[int] {
+		return func() int { return x * 3 }
+	}
+
+	kleisli := FromIOK[testState](ioFunc)
+	result := kleisli(7)
+	res := result(state)(ctx)()
+
+	assert.True(t, RES.IsRight(res))
+	RES.Map(func(p P.Pair[testState, int]) P.Pair[testState, int] {
+		assert.Equal(t, 21, P.Tail(p))
+		return p
+	})(res)
+}
+
+func TestFromIOResultK(t *testing.T) {
+	state := testState{counter: 0}
+	ctx := context.Background()
+
+	iorFunc := func(x int) IOR.IOResult[int] {
+		if x > 0 {
+			return IOR.Of(x * 4)
+		}
+		return IOR.Left[int](errors.New("invalid"))
+	}
+
+	kleisli := FromIOResultK[testState](iorFunc)
+	result := kleisli(3)
+	res := result(state)(ctx)()
+
+	assert.True(t, RES.IsRight(res))
+	RES.Map(func(p P.Pair[testState, int]) P.Pair[testState, int] {
+		assert.Equal(t, 12, P.Tail(p))
+		return p
+	})(res)
+}
+
+func TestChainResultK(t *testing.T) {
+	state := testState{counter: 0}
+	ctx := context.Background()
+
+	validate := func(x int) RES.Result[string] {
+		if x > 0 {
+			return RES.Of(fmt.Sprintf("valid: %d", x))
+		}
+		return RES.Left[string](errors.New("invalid"))
+	}
+
+	result := F.Pipe1(
+		Of[testState](42),
+		ChainResultK[testState](validate),
+	)
+
+	res := result(state)(ctx)()
+	assert.True(t, RES.IsRight(res))
+	RES.Map(func(p P.Pair[testState, string]) P.Pair[testState, string] {
+		assert.Equal(t, "valid: 42", P.Tail(p))
+		return p
+	})(res)
+}
+
+func TestChainIOResultK(t *testing.T) {
+	state := testState{counter: 0}
+	ctx := context.Background()
+
+	iorFunc := func(x int) IOR.IOResult[string] {
+		return IOR.Of(fmt.Sprintf("result: %d", x))
+	}
+
+	result := F.Pipe1(
+		Of[testState](100),
+		ChainIOResultK[testState](iorFunc),
+	)
+
+	res := result(state)(ctx)()
+	assert.True(t, RES.IsRight(res))
+	RES.Map(func(p P.Pair[testState, string]) P.Pair[testState, string] {
+		assert.Equal(t, "result: 100", P.Tail(p))
+		return p
+	})(res)
+}
+
+func TestDo(t *testing.T) {
+	state := testState{counter: 0}
+	ctx := context.Background()
+
+	type Result struct {
+		value int
+	}
+
+	result := Do[testState](Result{})
+	res := result(state)(ctx)()
+
+	assert.True(t, RES.IsRight(res))
+	RES.Map(func(p P.Pair[testState, Result]) P.Pair[testState, Result] {
+		assert.Equal(t, 0, P.Tail(p).value)
+		return p
+	})(res)
+}
+
+func TestBindTo(t *testing.T) {
+	state := testState{counter: 0}
+	ctx := context.Background()
+
+	type Result struct {
+		value int
+	}
+
+	result := F.Pipe1(
+		Of[testState](42),
+		BindTo[testState](func(v int) Result {
+			return Result{value: v}
+		}),
+	)
+
+	res := result(state)(ctx)()
+	assert.True(t, RES.IsRight(res))
+	RES.Map(func(p P.Pair[testState, Result]) P.Pair[testState, Result] {
+		assert.Equal(t, 42, P.Tail(p).value)
+		return p
+	})(res)
+}
+
+func TestStatefulComputation(t *testing.T) {
+	initialState := testState{counter: 0}
+	ctx := context.Background()
+
+	// Create a computation that modifies state
+	incrementAndGet := func(s testState) P.Pair[testState, int] {
+		newState := testState{counter: s.counter + 1}
+		return P.MakePair(newState, newState.counter)
+	}
+
+	// Chain multiple stateful operations
+	result := F.Pipe2(
+		FromState(incrementAndGet),
+		Chain(func(v1 int) StateReaderIOResult[testState, int] {
+			return FromState(incrementAndGet)
+		}),
+		Chain(func(v2 int) StateReaderIOResult[testState, int] {
+			return FromState(incrementAndGet)
+		}),
+	)
+
+	res := result(initialState)(ctx)()
+	assert.True(t, RES.IsRight(res))
+	RES.Map(func(p P.Pair[testState, int]) P.Pair[testState, int] {
+		assert.Equal(t, 3, P.Tail(p)) // Last incremented value
+		assert.Equal(t, 3, P.Head(p).counter) // State updated three times
+		return p
+	})(res)
+}
+
+func TestErrorPropagation(t *testing.T) {
+	state := testState{counter: 0}
+	ctx := context.Background()
+
+	testErr := errors.New("test error")
+
+	// Chain operations where the second one fails
+	result := F.Pipe1(
+		Of[testState](42),
+		Chain(func(x int) StateReaderIOResult[testState, int] {
+			return Left[testState, int](testErr)
+		}),
+	)
+
+	res := result(state)(ctx)()
+	assert.True(t, RES.IsLeft(res))
+}
+
+func TestPointed(t *testing.T) {
+	p := Pointed[testState, int]()
+	assert.NotNil(t, p)
+
+	result := p.Of(42)
+	state := testState{counter: 0}
+	ctx := context.Background()
+	res := result(state)(ctx)()
+
+	assert.True(t, RES.IsRight(res))
+}
+
+func TestFunctor(t *testing.T) {
+	f := Functor[testState, int, string]()
+	assert.NotNil(t, f)
+
+	mapper := f.Map(func(x int) string { return fmt.Sprintf("%d", x) })
+	result := mapper(Of[testState](42))
+
+	state := testState{counter: 0}
+	ctx := context.Background()
+	res := result(state)(ctx)()
+
+	assert.True(t, RES.IsRight(res))
+	RES.Map(func(p P.Pair[testState, string]) P.Pair[testState, string] {
+		assert.Equal(t, "42", P.Tail(p))
+		return p
+	})(res)
+}
+
+func TestApplicative(t *testing.T) {
+	a := Applicative[testState, int, string]()
+	assert.NotNil(t, a)
+
+	fab := Of[testState](func(x int) string { return fmt.Sprintf("%d", x) })
+	fa := Of[testState](42)
+	result := a.Ap(fa)(fab)
+
+	state := testState{counter: 0}
+	ctx := context.Background()
+	res := result(state)(ctx)()
+
+	assert.True(t, RES.IsRight(res))
+	RES.Map(func(p P.Pair[testState, string]) P.Pair[testState, string] {
+		assert.Equal(t, "42", P.Tail(p))
+		return p
+	})(res)
+}
+
+func TestMonad(t *testing.T) {
+	m := Monad[testState, int, string]()
+	assert.NotNil(t, m)
+
+	fa := m.Of(42)
+	result := m.Chain(func(x int) StateReaderIOResult[testState, string] {
+		return Of[testState](fmt.Sprintf("%d", x))
+	})(fa)
+
+	state := testState{counter: 0}
+	ctx := context.Background()
+	res := result(state)(ctx)()
+
+	assert.True(t, RES.IsRight(res))
+	RES.Map(func(p P.Pair[testState, string]) P.Pair[testState, string] {
+		assert.Equal(t, "42", P.Tail(p))
+		return p
+	})(res)
+}

v2/context/statereaderioresult/testing/laws.go

@@ -0,0 +1,87 @@
+// Copyright (c) 2024 - 2025 IBM Corp.
+// All rights reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package testing
+
+import (
+	"context"
+	"testing"
+
+	EQ "github.com/IBM/fp-go/v2/eq"
+	L "github.com/IBM/fp-go/v2/internal/monad/testing"
+	P "github.com/IBM/fp-go/v2/pair"
+	RES "github.com/IBM/fp-go/v2/result"
+	RIORES "github.com/IBM/fp-go/v2/context/readerioresult"
+	ST "github.com/IBM/fp-go/v2/context/statereaderioresult"
+)
+
+// AssertLaws asserts the monad laws for the StateReaderIOResult monad
+func AssertLaws[S, A, B, C any](t *testing.T,
+	eqs EQ.Eq[S],
+	eqa EQ.Eq[A],
+	eqb EQ.Eq[B],
+	eqc EQ.Eq[C],
+
+	ab func(A) B,
+	bc func(B) C,
+
+	s S,
+	ctx context.Context,
+) func(a A) bool {
+
+	eqra := RIORES.Eq(RES.Eq(P.Eq(eqs, eqa)))(ctx)
+	eqrb := RIORES.Eq(RES.Eq(P.Eq(eqs, eqb)))(ctx)
+	eqrc := RIORES.Eq(RES.Eq(P.Eq(eqs, eqc)))(ctx)
+
+	fofc := ST.Pointed[S, C]()
+	fofaa := ST.Pointed[S, func(A) A]()
+	fofbc := ST.Pointed[S, func(B) C]()
+	fofabb := ST.Pointed[S, func(func(A) B) B]()
+
+	fmap := ST.Functor[S, func(B) C, func(func(A) B) func(A) C]()
+
+	fapabb := ST.Applicative[S, func(A) B, B]()
+	fapabac := ST.Applicative[S, func(A) B, func(A) C]()
+
+	maa := ST.Monad[S, A, A]()
+	mab := ST.Monad[S, A, B]()
+	mac := ST.Monad[S, A, C]()
+	mbc := ST.Monad[S, B, C]()
+
+	return L.MonadAssertLaws(t,
+		ST.Eq(eqra)(s),
+		ST.Eq(eqrb)(s),
+		ST.Eq(eqrc)(s),
+
+		fofc,
+		fofaa,
+		fofbc,
+		fofabb,
+
+		fmap,
+
+		fapabb,
+		fapabac,
+
+		maa,
+		mab,
+		mac,
+		mbc,
+
+		ab,
+		bc,
+	)
+
+}

v2/context/statereaderioresult/testing/laws_test.go

@@ -0,0 +1,50 @@
+// Copyright (c) 2024 - 2025 IBM Corp.
+// All rights reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package testing
+
+import (
+	"context"
+	"fmt"
+	"testing"
+
+	A "github.com/IBM/fp-go/v2/array"
+	EQ "github.com/IBM/fp-go/v2/eq"
+	"github.com/stretchr/testify/assert"
+)
+
+func TestMonadLaws(t *testing.T) {
+	// some comparison
+	eqs := A.Eq(EQ.FromStrictEquals[string]())
+	eqa := EQ.FromStrictEquals[bool]()
+	eqb := EQ.FromStrictEquals[int]()
+	eqc := EQ.FromStrictEquals[string]()
+
+	ab := func(a bool) int {
+		if a {
+			return 1
+		}
+		return 0
+	}
+
+	bc := func(b int) string {
+		return fmt.Sprintf("value %d", b)
+	}
+
+	laws := AssertLaws(t, eqs, eqa, eqb, eqc, ab, bc, A.Empty[string](), context.Background())
+
+	assert.True(t, laws(true))
+	assert.True(t, laws(false))
+}

v2/context/statereaderioresult/type.go

@@ -0,0 +1,84 @@
+// Copyright (c) 2024 - 2025 IBM Corp.
+// All rights reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package statereaderioresult
+
+import (
+	RIORES "github.com/IBM/fp-go/v2/context/readerioresult"
+	"github.com/IBM/fp-go/v2/endomorphism"
+	"github.com/IBM/fp-go/v2/io"
+	"github.com/IBM/fp-go/v2/ioresult"
+	"github.com/IBM/fp-go/v2/optics/iso/lens"
+	"github.com/IBM/fp-go/v2/pair"
+	"github.com/IBM/fp-go/v2/reader"
+	"github.com/IBM/fp-go/v2/result"
+	"github.com/IBM/fp-go/v2/state"
+)
+
+type (
+	// Endomorphism represents a function from A to A.
+	Endomorphism[A any] = endomorphism.Endomorphism[A]
+
+	// Lens is an optic that focuses on a field of type A within a structure of type S.
+	Lens[S, A any] = lens.Lens[S, A]
+
+	// State represents a stateful computation that takes an initial state S and returns
+	// a pair of the new state S and a value A.
+	State[S, A any] = state.State[S, A]
+
+	// Pair represents a tuple of two values.
+	Pair[L, R any] = pair.Pair[L, R]
+
+	// Reader represents a computation that depends on an environment/context of type R
+	// and produces a value of type A.
+	Reader[R, A any] = reader.Reader[R, A]
+
+	// Result represents a value that can be either an error or a success value.
+	// This is specialized to use [error] as the error type.
+	Result[A any] = result.Result[A]
+
+	// IO represents a computation that performs side effects and produces a value of type A.
+	IO[A any] = io.IO[A]
+
+	// IOResult represents a computation that performs side effects and can fail with an error
+	// or succeed with a value A.
+	IOResult[A any] = ioresult.IOResult[A]
+
+	// ReaderIOResult represents a computation that depends on a context.Context,
+	// performs side effects, and can fail with an error or succeed with a value A.
+	ReaderIOResult[A any] = RIORES.ReaderIOResult[A]
+
+	// StateReaderIOResult represents a stateful computation that:
+	//   - Takes an initial state S
+	//   - Depends on a [context.Context]
+	//   - Performs side effects (IO)
+	//   - Can fail with an [error] or succeed with a value A
+	//   - Returns a pair of the new state S and the result
+	//
+	// This is the main type of this package, combining State, Reader, IO, and Result monads.
+	// It is a specialization of StateReaderIOEither with:
+	//   - Context type fixed to [context.Context]
+	//   - Error type fixed to [error]
+	StateReaderIOResult[S, A any] = Reader[S, ReaderIOResult[Pair[S, A]]]
+
+	// Kleisli represents a Kleisli arrow - a function that takes a value A and returns
+	// a StateReaderIOResult computation producing B.
+	// This is used for monadic composition via Chain.
+	Kleisli[S, A, B any] = Reader[A, StateReaderIOResult[S, B]]
+
+	// Operator represents a function that transforms one StateReaderIOResult into another.
+	// This is commonly used for building composable operations via Map, Chain, etc.
+	Operator[S, A, B any] = Reader[StateReaderIOResult[S, A], StateReaderIOResult[S, B]]
+)

v2/coverage.txt

@@ -0,0 +1,67 @@
+mode: set
+github.com/IBM/fp-go/v2/readerresult/array.go:33.74,35.2 1 0
+github.com/IBM/fp-go/v2/readerresult/array.go:49.98,51.2 1 0
+github.com/IBM/fp-go/v2/readerresult/array.go:68.76,70.2 1 1
+github.com/IBM/fp-go/v2/readerresult/bind.go:42.22,44.2 1 1
+github.com/IBM/fp-go/v2/readerresult/bind.go:93.49,95.2 1 1
+github.com/IBM/fp-go/v2/readerresult/bind.go:103.49,105.2 1 0
+github.com/IBM/fp-go/v2/readerresult/bind.go:113.49,115.2 1 0
+github.com/IBM/fp-go/v2/readerresult/bind.go:122.22,124.2 1 0
+github.com/IBM/fp-go/v2/readerresult/bind.go:172.49,174.2 1 1
+github.com/IBM/fp-go/v2/readerresult/bind.go:211.21,213.2 1 0
+github.com/IBM/fp-go/v2/readerresult/bind.go:252.21,254.2 1 0
+github.com/IBM/fp-go/v2/readerresult/bind.go:288.21,290.2 1 0
+github.com/IBM/fp-go/v2/readerresult/bind.go:321.21,323.2 1 0
+github.com/IBM/fp-go/v2/readerresult/curry.go:35.64,37.2 1 1
+github.com/IBM/fp-go/v2/readerresult/curry.go:46.81,48.2 1 1
+github.com/IBM/fp-go/v2/readerresult/curry.go:58.98,60.2 1 1
+github.com/IBM/fp-go/v2/readerresult/curry.go:69.115,71.2 1 1
+github.com/IBM/fp-go/v2/readerresult/curry.go:81.83,83.2 1 1
+github.com/IBM/fp-go/v2/readerresult/curry.go:92.100,94.2 1 1
+github.com/IBM/fp-go/v2/readerresult/curry.go:103.117,105.2 1 1
+github.com/IBM/fp-go/v2/readerresult/from.go:33.70,35.2 1 1
+github.com/IBM/fp-go/v2/readerresult/from.go:45.80,47.2 1 1
+github.com/IBM/fp-go/v2/readerresult/from.go:57.92,59.2 1 1
+github.com/IBM/fp-go/v2/readerresult/from.go:69.104,71.2 1 1
+github.com/IBM/fp-go/v2/readerresult/monoid.go:37.62,45.2 1 1
+github.com/IBM/fp-go/v2/readerresult/monoid.go:64.70,69.2 1 1
+github.com/IBM/fp-go/v2/readerresult/monoid.go:91.62,98.2 1 1
+github.com/IBM/fp-go/v2/readerresult/reader.go:41.59,43.2 1 1
+github.com/IBM/fp-go/v2/readerresult/reader.go:49.59,51.2 1 1
+github.com/IBM/fp-go/v2/readerresult/reader.go:61.63,63.2 1 1
+github.com/IBM/fp-go/v2/readerresult/reader.go:73.66,75.2 1 1
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+github.com/IBM/fp-go/v2/readerresult/reader.go:120.83,122.2 1 1
+github.com/IBM/fp-go/v2/readerresult/reader.go:133.54,135.2 1 1
+github.com/IBM/fp-go/v2/readerresult/reader.go:147.92,149.2 1 1
+github.com/IBM/fp-go/v2/readerresult/reader.go:160.63,162.2 1 1
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+github.com/IBM/fp-go/v2/readerresult/reader.go:189.101,191.2 1 1
+github.com/IBM/fp-go/v2/readerresult/reader.go:197.71,199.2 1 1
+github.com/IBM/fp-go/v2/readerresult/reader.go:215.89,217.2 1 1
+github.com/IBM/fp-go/v2/readerresult/reader.go:234.131,236.2 1 1
+github.com/IBM/fp-go/v2/readerresult/reader.go:249.100,251.2 1 1
+github.com/IBM/fp-go/v2/readerresult/reader.go:265.70,267.2 1 1
+github.com/IBM/fp-go/v2/readerresult/reader.go:282.81,289.2 1 1
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+github.com/IBM/fp-go/v2/readerresult/reader.go:381.84,383.2 1 1
+github.com/IBM/fp-go/v2/readerresult/reader.go:395.108,397.2 1 0
+github.com/IBM/fp-go/v2/readerresult/reader.go:409.79,411.2 1 1
+github.com/IBM/fp-go/v2/readerresult/reader.go:426.88,428.2 1 1
+github.com/IBM/fp-go/v2/readerresult/reader.go:440.61,442.2 1 1
+github.com/IBM/fp-go/v2/readerresult/reader.go:453.85,455.2 1 1
+github.com/IBM/fp-go/v2/readerresult/reader.go:460.55,462.2 1 0
+github.com/IBM/fp-go/v2/readerresult/reader.go:473.94,475.2 1 0
+github.com/IBM/fp-go/v2/readerresult/reader.go:486.65,488.2 1 1
+github.com/IBM/fp-go/v2/readerresult/reader.go:494.103,502.2 1 1
+github.com/IBM/fp-go/v2/readerresult/reader.go:508.71,515.2 1 0
+github.com/IBM/fp-go/v2/readerresult/sequence.go:35.78,40.2 1 1
+github.com/IBM/fp-go/v2/readerresult/sequence.go:54.35,60.2 1 1
+github.com/IBM/fp-go/v2/readerresult/sequence.go:75.38,82.2 1 1
+github.com/IBM/fp-go/v2/readerresult/sequence.go:95.41,103.2 1 1

v2/either/applicative.go

@@ -0,0 +1,190 @@
+// Copyright (c) 2024 - 2025 IBM Corp.
+// All rights reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package either
+
+import (
+	"github.com/IBM/fp-go/v2/internal/applicative"
+	S "github.com/IBM/fp-go/v2/semigroup"
+)
+
+// eitherApplicative is the internal implementation of the Applicative type class for Either.
+// It provides the basic applicative operations: Of (lift), Map (transform), and Ap (apply).
+type eitherApplicative[E, A, B any] struct {
+	fof  func(a A) Either[E, A]
+	fmap func(func(A) B) Operator[E, A, B]
+	fap  func(Either[E, A]) Operator[E, func(A) B, B]
+}
+
+// Of lifts a pure value into a Right context.
+func (o *eitherApplicative[E, A, B]) Of(a A) Either[E, A] {
+	return o.fof(a)
+}
+
+// Map applies a transformation function to the Right value, preserving Left values.
+func (o *eitherApplicative[E, A, B]) Map(f func(A) B) Operator[E, A, B] {
+	return o.fmap(f)
+}
+
+// Ap applies a wrapped function to a wrapped value.
+// The behavior depends on which Ap implementation is used (fail-fast or validation).
+func (o *eitherApplicative[E, A, B]) Ap(fa Either[E, A]) Operator[E, func(A) B, B] {
+	return o.fap(fa)
+}
+
+// Applicative creates a standard Applicative instance for Either with fail-fast error handling.
+//
+// This returns a lawful Applicative that satisfies all applicative laws:
+//   - Identity: Ap(Of(identity))(v) == v
+//   - Homomorphism: Ap(Of(f))(Of(x)) == Of(f(x))
+//   - Interchange: Ap(Of(f))(u) == Ap(Map(f => f(y))(u))(Of(y))
+//   - Composition: Ap(Ap(Map(compose)(f))(g))(x) == Ap(f)(Ap(g)(x))
+//
+// The Applicative operations behave as follows:
+//   - Of: lifts a value into Right
+//   - Map: transforms Right values, preserves Left (standard functor)
+//   - Ap: fails fast - if either operand is Left, returns the first Left encountered
+//
+// This is the standard Either applicative that stops at the first error, making it
+// suitable for computations where you want to short-circuit on failure.
+//
+// Example - Fail-Fast Behavior:
+//
+//	app := either.Applicative[error, int, string]()
+//
+//	// Both succeed - function application works
+//	value := either.Right[error](42)
+//	fn := either.Right[error](strconv.Itoa)
+//	result := app.Ap(value)(fn)
+//	// result is Right("42")
+//
+//	// First error stops computation
+//	err1 := either.Left[func(int) string](errors.New("error 1"))
+//	err2 := either.Left[int](errors.New("error 2"))
+//	result2 := app.Ap(err2)(err1)
+//	// result2 is Left(error 1) - only first error is returned
+//
+// Type Parameters:
+//   - E: The error type (Left value)
+//   - A: The input value type (Right value)
+//   - B: The output value type after transformation
+func Applicative[E, A, B any]() applicative.Applicative[A, B, Either[E, A], Either[E, B], Either[E, func(A) B]] {
+	return &eitherApplicative[E, A, B]{
+		Of[E, A],
+		Map[E, A, B],
+		Ap[B, E, A],
+	}
+}
+
+// ApplicativeV creates an Applicative with validation-style error accumulation.
+//
+// This returns a lawful Applicative that accumulates errors using a Semigroup when
+// combining independent computations with Ap. This is the "validation" pattern commonly
+// used for form validation, configuration validation, and parallel error collection.
+//
+// The returned instance satisfies all applicative laws:
+//   - Identity: Ap(Of(identity))(v) == v
+//   - Homomorphism: Ap(Of(f))(Of(x)) == Of(f(x))
+//   - Interchange: Ap(Of(f))(u) == Ap(Map(f => f(y))(u))(Of(y))
+//   - Composition: Ap(Ap(Map(compose)(f))(g))(x) == Ap(f)(Ap(g)(x))
+//
+// Key behaviors:
+//   - Of: lifts a value into Right
+//   - Map: transforms Right values, preserves Left (standard functor)
+//   - Ap: when both operands are Left, combines errors using the Semigroup
+//
+// Comparison with standard Applicative:
+//   - Applicative: Ap fails fast (returns first error)
+//   - ApplicativeV: Ap accumulates errors (combines all errors via Semigroup)
+//
+// Use cases:
+//   - Form validation: collect all validation errors at once
+//   - Configuration validation: report all configuration problems
+//   - Parallel independent checks: accumulate all failures
+//
+// Example - Error Accumulation for Form Validation:
+//
+//	type ValidationErrors []string
+//
+//	// Define how to combine error lists
+//	sg := semigroup.MakeSemigroup(func(a, b ValidationErrors) ValidationErrors {
+//	    return append(append(ValidationErrors{}, a...), b...)
+//	})
+//
+//	app := either.ApplicativeV[ValidationErrors, User, User](sg)
+//
+//	// Validate multiple fields independently
+//	validateName := func(name string) Either[ValidationErrors, string] {
+//	    if len(name) < 3 {
+//	        return Left[string](ValidationErrors{"Name must be at least 3 characters"})
+//	    }
+//	    return Right[ValidationErrors](name)
+//	}
+//
+//	validateAge := func(age int) Either[ValidationErrors, int] {
+//	    if age < 18 {
+//	        return Left[int](ValidationErrors{"Must be 18 or older"})
+//	    }
+//	    return Right[ValidationErrors](age)
+//	}
+//
+//	validateEmail := func(email string) Either[ValidationErrors, string] {
+//	    if !strings.Contains(email, "@") {
+//	        return Left[string](ValidationErrors{"Invalid email format"})
+//	    }
+//	    return Right[ValidationErrors](email)
+//	}
+//
+//	// Create a constructor function lifted into Either
+//	makeUser := func(name string) func(int) func(string) User {
+//	    return func(age int) func(string) User {
+//	        return func(email string) User {
+//	            return User{Name: name, Age: age, Email: email}
+//	        }
+//	    }
+//	}
+//
+//	// Apply validations - all errors are collected
+//	name := validateName("ab")          // Left: name too short
+//	age := validateAge(16)              // Left: age too low
+//	email := validateEmail("invalid")    // Left: invalid email
+//
+//	// Combine all validations using ApV
+//	result := app.Ap(name)(
+//	    app.Ap(age)(
+//	        app.Ap(email)(
+//	            app.Of(makeUser),
+//	        ),
+//	    ),
+//	)
+//	// result is Left(ValidationErrors{
+//	//     "Name must be at least 3 characters",
+//	//     "Must be 18 or older",
+//	//     "Invalid email format"
+//	// })
+//	// All three errors are collected!
+//
+// Type Parameters:
+//   - E: The error type that must have a Semigroup for combining errors
+//   - A: The input value type (Right value)
+//   - B: The output value type after transformation
+//   - sg: Semigroup instance for combining Left values when both operands of Ap are Left
+func ApplicativeV[E, A, B any](sg S.Semigroup[E]) applicative.Applicative[A, B, Either[E, A], Either[E, B], Either[E, func(A) B]] {
+	return &eitherApplicative[E, A, B]{
+		Of[E, A],
+		Map[E, A, B],
+		ApV[B, A](sg),
+	}
+}

v2/either/array.go

@@ -35,14 +35,18 @@ import (
 //	// result is Right([]int{1, 2, 3})
 //
 //go:inline
-func TraverseArrayG[GA ~[]A, GB ~[]B, E, A, B any](f func(A) Either[E, B]) func(GA) Either[E, GB] {
-	return RA.Traverse[GA](
-		Of[E, GB],
-		Map[E, GB, func(B) GB],
-		Ap[GB, E, B],
-
-		f,
-	)
+func TraverseArrayG[GA ~[]A, GB ~[]B, E, A, B any](f Kleisli[E, A, B]) Kleisli[E, GA, GB] {
+	return func(ga GA) Either[E, GB] {
+		bs := make(GB, len(ga))
+		for i, a := range ga {
+			b := f(a)
+			if b.isLeft {
+				return Left[GB](b.l)
+			}
+			bs[i] = b.r
+		}
+		return Of[E](bs)
+	}
 }
 
 // TraverseArray transforms an array by applying a function that returns an Either to each element.
@@ -59,7 +63,7 @@ func TraverseArrayG[GA ~[]A, GB ~[]B, E, A, B any](f func(A) Either[E, B]) func(
 //	// result is Right([]int{1, 2, 3})
 //
 //go:inline
-func TraverseArray[E, A, B any](f func(A) Either[E, B]) func([]A) Either[E, []B] {
+func TraverseArray[E, A, B any](f Kleisli[E, A, B]) Kleisli[E, []A, []B] {
 	return TraverseArrayG[[]A, []B](f)
 }
 
@@ -80,14 +84,18 @@ func TraverseArray[E, A, B any](f func(A) Either[E, B]) func([]A) Either[E, []B]
 //	// result is Right([]string{"0:a", "1:b"})
 //
 //go:inline
-func TraverseArrayWithIndexG[GA ~[]A, GB ~[]B, E, A, B any](f func(int, A) Either[E, B]) func(GA) Either[E, GB] {
-	return RA.TraverseWithIndex[GA](
-		Of[E, GB],
-		Map[E, GB, func(B) GB],
-		Ap[GB, E, B],
-
-		f,
-	)
+func TraverseArrayWithIndexG[GA ~[]A, GB ~[]B, E, A, B any](f func(int, A) Either[E, B]) Kleisli[E, GA, GB] {
+	return func(ga GA) Either[E, GB] {
+		bs := make(GB, len(ga))
+		for i, a := range ga {
+			b := f(i, a)
+			if b.isLeft {
+				return Left[GB](b.l)
+			}
+			bs[i] = b.r
+		}
+		return Of[E](bs)
+	}
 }
 
 // TraverseArrayWithIndex transforms an array by applying an indexed function that returns an Either.
@@ -106,7 +114,7 @@ func TraverseArrayWithIndexG[GA ~[]A, GB ~[]B, E, A, B any](f func(int, A) Eithe
 //	// result is Right([]string{"0:a", "1:b"})
 //
 //go:inline
-func TraverseArrayWithIndex[E, A, B any](f func(int, A) Either[E, B]) func([]A) Either[E, []B] {
+func TraverseArrayWithIndex[E, A, B any](f func(int, A) Either[E, B]) Kleisli[E, []A, []B] {
 	return TraverseArrayWithIndexG[[]A, []B](f)
 }
 

v2/either/core.go

@@ -22,9 +22,9 @@ import (
 type (
 	// Either defines a data structure that logically holds either an E or an A. The flag discriminates the cases
 	Either[E, A any] struct {
-		r   A
-		l   E
-		isL bool
+		r      A
+		l      E
+		isLeft bool
 	}
 )
 
@@ -32,7 +32,7 @@ type (
 //
 //go:noinline
 func (s Either[E, A]) String() string {
-	if !s.isL {
+	if !s.isLeft {
 		return fmt.Sprintf("Right[%T](%v)", s.r, s.r)
 	}
 	return fmt.Sprintf("Left[%T](%v)", s.l, s.l)
@@ -61,7 +61,7 @@ func (s Either[E, A]) Format(f fmt.State, c rune) {
 //
 //go:inline
 func IsLeft[E, A any](val Either[E, A]) bool {
-	return val.isL
+	return val.isLeft
 }
 
 // IsRight tests if the Either is a Right value.
@@ -75,7 +75,7 @@ func IsLeft[E, A any](val Either[E, A]) bool {
 //
 //go:inline
 func IsRight[E, A any](val Either[E, A]) bool {
-	return !val.isL
+	return !val.isLeft
 }
 
 // Left creates a new Either representing a Left (error/failure) value.
@@ -87,7 +87,7 @@ func IsRight[E, A any](val Either[E, A]) bool {
 //
 //go:inline
 func Left[A, E any](value E) Either[E, A] {
-	return Either[E, A]{l: value, isL: true}
+	return Either[E, A]{l: value, isLeft: true}
 }
 
 // Right creates a new Either representing a Right (success) value.
@@ -115,7 +115,7 @@ func Right[E, A any](value A) Either[E, A] {
 //
 //go:inline
 func MonadFold[E, A, B any](ma Either[E, A], onLeft func(e E) B, onRight func(a A) B) B {
-	if !ma.isL {
+	if !ma.isLeft {
 		return onRight(ma.r)
 	}
 	return onLeft(ma.l)

v2/either/either.go

@@ -24,7 +24,6 @@ import (
 	F "github.com/IBM/fp-go/v2/function"
 	C "github.com/IBM/fp-go/v2/internal/chain"
 	FC "github.com/IBM/fp-go/v2/internal/functor"
-	L "github.com/IBM/fp-go/v2/lazy"
 	O "github.com/IBM/fp-go/v2/option"
 )
 
@@ -38,7 +37,7 @@ import (
 //
 //go:inline
 func Of[E, A any](value A) Either[E, A] {
-	return F.Pipe1(value, Right[E, A])
+	return Right[E](value)
 }
 
 // FromIO executes an IO operation and wraps the result in a Right value.
@@ -48,8 +47,10 @@ func Of[E, A any](value A) Either[E, A] {
 //
 //	getValue := func() int { return 42 }
 //	result := either.FromIO[error](getValue) // Right(42)
+//
+// go: inline
 func FromIO[E any, IO ~func() A, A any](f IO) Either[E, A] {
-	return F.Pipe1(f(), Right[E, A])
+	return Of[E](f())
 }
 
 // MonadAp applies a function wrapped in Either to a value wrapped in Either.
@@ -62,13 +63,19 @@ func FromIO[E any, IO ~func() A, A any](f IO) Either[E, A] {
 //	fa := either.Right[error](21)
 //	result := either.MonadAp(fab, fa) // Right(42)
 func MonadAp[B, E, A any](fab Either[E, func(a A) B], fa Either[E, A]) Either[E, B] {
-	return MonadFold(fab, Left[B, E], func(ab func(A) B) Either[E, B] {
-		return MonadFold(fa, Left[B, E], F.Flow2(ab, Right[E, B]))
-	})
+	if fab.isLeft {
+		return Left[B](fab.l)
+	}
+	if fa.isLeft {
+		return Left[B](fa.l)
+	}
+	return Of[E](fab.r(fa.r))
 }
 
 // Ap is the curried version of [MonadAp].
 // Returns a function that applies a wrapped function to the given wrapped value.
+//
+//go:inline
 func Ap[B, E, A any](fa Either[E, A]) Operator[E, func(A) B, B] {
 	return F.Bind2nd(MonadAp[B, E, A], fa)
 }
@@ -86,7 +93,10 @@ func Ap[B, E, A any](fa Either[E, A]) Operator[E, func(A) B, B] {
 //
 //go:inline
 func MonadMap[E, A, B any](fa Either[E, A], f func(a A) B) Either[E, B] {
-	return MonadChain(fa, F.Flow2(f, Right[E, B]))
+	if fa.isLeft {
+		return Left[B](fa.l)
+	}
+	return Of[E](f(fa.r))
 }
 
 // MonadBiMap applies two functions: one to transform a Left value, another to transform a Right value.
@@ -100,13 +110,18 @@ func MonadMap[E, A, B any](fa Either[E, A], f func(a A) B) Either[E, B] {
 //	    func(n int) string { return fmt.Sprint(n) },
 //	) // Left("error")
 func MonadBiMap[E1, E2, A, B any](fa Either[E1, A], f func(E1) E2, g func(a A) B) Either[E2, B] {
-	return MonadFold(fa, F.Flow2(f, Left[B, E2]), F.Flow2(g, Right[E2, B]))
+	if fa.isLeft {
+		return Left[B](f(fa.l))
+	}
+	return Of[E2](g(fa.r))
 }
 
 // BiMap is the curried version of [MonadBiMap].
 // Maps a pair of functions over the two type arguments of the bifunctor.
 func BiMap[E1, E2, A, B any](f func(E1) E2, g func(a A) B) func(Either[E1, A]) Either[E2, B] {
-	return Fold(F.Flow2(f, Left[B, E2]), F.Flow2(g, Right[E2, B]))
+	return func(fa Either[E1, A]) Either[E2, B] {
+		return MonadBiMap(fa, f, g)
+	}
 }
 
 // MonadMapTo replaces the Right value with a constant value.
@@ -116,12 +131,15 @@ func BiMap[E1, E2, A, B any](f func(E1) E2, g func(a A) B) func(Either[E1, A]) E
 //
 //	result := either.MonadMapTo(either.Right[error](21), "success") // Right("success")
 func MonadMapTo[E, A, B any](fa Either[E, A], b B) Either[E, B] {
-	return MonadMap(fa, F.Constant1[A](b))
+	if fa.isLeft {
+		return Left[B](fa.l)
+	}
+	return Of[E](b)
 }
 
 // MapTo is the curried version of [MonadMapTo].
 func MapTo[E, A, B any](b B) Operator[E, A, B] {
-	return Map[E](F.Constant1[A](b))
+	return F.Bind2nd(MonadMapTo[E, A], b)
 }
 
 // MonadMapLeft applies a transformation function to the Left (error) value.
@@ -139,8 +157,8 @@ func MonadMapLeft[E1, A, E2 any](fa Either[E1, A], f func(E1) E2) Either[E2, A]
 
 // Map is the curried version of [MonadMap].
 // Transforms the Right value using the provided function.
-func Map[E, A, B any](f func(a A) B) func(fa Either[E, A]) Either[E, B] {
-	return Chain(F.Flow2(f, Right[E, B]))
+func Map[E, A, B any](f func(a A) B) Operator[E, A, B] {
+	return F.Bind2nd(MonadMap[E], f)
 }
 
 // MapLeft is the curried version of [MonadMapLeft].
@@ -163,8 +181,11 @@ func MapLeft[A, E1, E2 any](f func(E1) E2) func(fa Either[E1, A]) Either[E2, A]
 //	) // Right(42)
 //
 //go:inline
-func MonadChain[E, A, B any](fa Either[E, A], f func(a A) Either[E, B]) Either[E, B] {
-	return MonadFold(fa, Left[B, E], f)
+func MonadChain[E, A, B any](fa Either[E, A], f Kleisli[E, A, B]) Either[E, B] {
+	if fa.isLeft {
+		return Left[B](fa.l)
+	}
+	return f(fa.r)
 }
 
 // MonadChainFirst executes a side-effect computation but returns the original value.
@@ -179,7 +200,7 @@ func MonadChain[E, A, B any](fa Either[E, A], f func(a A) Either[E, B]) Either[E
 //	        return either.Right[error]("logged")
 //	    },
 //	) // Right(42) - original value preserved
-func MonadChainFirst[E, A, B any](ma Either[E, A], f func(a A) Either[E, B]) Either[E, A] {
+func MonadChainFirst[E, A, B any](ma Either[E, A], f Kleisli[E, A, B]) Either[E, A] {
 	return C.MonadChainFirst(
 		MonadChain[E, A, A],
 		MonadMap[E, B, A],
@@ -225,12 +246,12 @@ func ChainTo[A, E, B any](mb Either[E, B]) Operator[E, A, B] {
 
 // Chain is the curried version of [MonadChain].
 // Sequences two computations where the second depends on the first.
-func Chain[E, A, B any](f func(a A) Either[E, B]) Operator[E, A, B] {
-	return Fold(Left[B, E], f)
+func Chain[E, A, B any](f Kleisli[E, A, B]) Operator[E, A, B] {
+	return F.Bind2nd(MonadChain[E], f)
 }
 
 // ChainFirst is the curried version of [MonadChainFirst].
-func ChainFirst[E, A, B any](f func(a A) Either[E, B]) Operator[E, A, A] {
+func ChainFirst[E, A, B any](f Kleisli[E, A, B]) Operator[E, A, A] {
 	return C.ChainFirst(
 		Chain[E, A, A],
 		Map[E, B, A],
@@ -271,7 +292,7 @@ func TryCatch[FE func(error) E, E, A any](val A, err error, onThrow FE) Either[E
 //	result := either.TryCatchError(42, nil) // Right(42)
 //	result := either.TryCatchError(0, errors.New("fail")) // Left(error)
 func TryCatchError[A any](val A, err error) Either[error, A] {
-	return TryCatch(val, err, E.IdentityError)
+	return TryCatch(val, err, E.Identity)
 }
 
 // Sequence2 sequences two Either values using a combining function.
@@ -335,7 +356,7 @@ func FromError[A any](f func(a A) error) func(A) Either[error, A] {
 //	err := either.ToError(either.Left[int](errors.New("fail"))) // error
 //	err := either.ToError(either.Right[error](42)) // nil
 func ToError[A any](e Either[error, A]) error {
-	return MonadFold(e, E.IdentityError, F.Constant1[A, error](nil))
+	return MonadFold(e, E.Identity, F.Constant1[A, error](nil))
 }
 
 // Fold is the curried version of [MonadFold].
@@ -347,6 +368,8 @@ func ToError[A any](e Either[error, A]) error {
 //	    func(err error) string { return "Error: " + err.Error() },
 //	    func(n int) string { return fmt.Sprintf("Value: %d", n) },
 //	)(either.Right[error](42)) // "Value: 42"
+//
+//go:inline
 func Fold[E, A, B any](onLeft func(E) B, onRight func(A) B) func(Either[E, A]) B {
 	return func(ma Either[E, A]) B {
 		return MonadFold(ma, onLeft, onRight)
@@ -410,10 +433,12 @@ func GetOrElse[E, A any](onLeft func(E) A) func(Either[E, A]) A {
 // Reduce folds an Either into a single value using a reducer function.
 // Returns the initial value for Left, or applies the reducer to the Right value.
 func Reduce[E, A, B any](f func(B, A) B, initial B) func(Either[E, A]) B {
-	return Fold(
-		F.Constant1[E](initial),
-		F.Bind1st(f, initial),
-	)
+	return func(fa Either[E, A]) B {
+		if fa.isLeft {
+			return initial
+		}
+		return f(initial, fa.r)
+	}
 }
 
 // AltW provides an alternative Either if the first is Left, allowing different error types.
@@ -425,7 +450,7 @@ func Reduce[E, A, B any](f func(B, A) B, initial B) func(Either[E, A]) B {
 //	    return either.Right[string](99)
 //	})
 //	result := alternative(either.Left[int](errors.New("fail"))) // Right(99)
-func AltW[E, E1, A any](that L.Lazy[Either[E1, A]]) func(Either[E, A]) Either[E1, A] {
+func AltW[E, E1, A any](that Lazy[Either[E1, A]]) func(Either[E, A]) Either[E1, A] {
 	return Fold(F.Ignore1of1[E](that), Right[E1, A])
 }
 
@@ -437,7 +462,7 @@ func AltW[E, E1, A any](that L.Lazy[Either[E1, A]]) func(Either[E, A]) Either[E1
 //	    return either.Right[error](99)
 //	})
 //	result := alternative(either.Left[int](errors.New("fail"))) // Right(99)
-func Alt[E, A any](that L.Lazy[Either[E, A]]) Operator[E, A, A] {
+func Alt[E, A any](that Lazy[Either[E, A]]) Operator[E, A, A] {
 	return AltW[E](that)
 }
 
@@ -480,23 +505,28 @@ func Memoize[E, A any](val Either[E, A]) Either[E, A] {
 // MonadSequence2 sequences two Either values using a combining function.
 // Short-circuits on the first Left encountered.
 func MonadSequence2[E, T1, T2, R any](e1 Either[E, T1], e2 Either[E, T2], f func(T1, T2) Either[E, R]) Either[E, R] {
-	return MonadFold(e1, Left[R, E], func(t1 T1) Either[E, R] {
-		return MonadFold(e2, Left[R, E], func(t2 T2) Either[E, R] {
-			return f(t1, t2)
-		})
-	})
+	if e1.isLeft {
+		return Left[R](e1.l)
+	}
+	if e2.isLeft {
+		return Left[R](e2.l)
+	}
+	return f(e1.r, e2.r)
 }
 
 // MonadSequence3 sequences three Either values using a combining function.
 // Short-circuits on the first Left encountered.
 func MonadSequence3[E, T1, T2, T3, R any](e1 Either[E, T1], e2 Either[E, T2], e3 Either[E, T3], f func(T1, T2, T3) Either[E, R]) Either[E, R] {
-	return MonadFold(e1, Left[R, E], func(t1 T1) Either[E, R] {
-		return MonadFold(e2, Left[R, E], func(t2 T2) Either[E, R] {
-			return MonadFold(e3, Left[R, E], func(t3 T3) Either[E, R] {
-				return f(t1, t2, t3)
-			})
-		})
-	})
+	if e1.isLeft {
+		return Left[R](e1.l)
+	}
+	if e2.isLeft {
+		return Left[R](e2.l)
+	}
+	if e3.isLeft {
+		return Left[R](e3.l)
+	}
+	return f(e1.r, e2.r, e3.r)
 }
 
 // Swap exchanges the Left and Right type parameters.
@@ -524,6 +554,6 @@ func Flap[E, B, A any](a A) Operator[E, func(A) B, B] {
 
 // MonadAlt provides an alternative Either if the first is Left.
 // This is the monadic version of [Alt].
-func MonadAlt[E, A any](fa Either[E, A], that L.Lazy[Either[E, A]]) Either[E, A] {
+func MonadAlt[E, A any](fa Either[E, A], that Lazy[Either[E, A]]) Either[E, A] {
 	return MonadFold(fa, F.Ignore1of1[E](that), Of[E, A])
 }

v2/either/either_coverage_test.go

@@ -201,7 +201,7 @@ func TestSwap(t *testing.T) {
 
 // Test MonadFlap and Flap
 func TestFlap(t *testing.T) {
-	fab := Right[error](func(x int) string { return strconv.Itoa(x) })
+	fab := Right[error](strconv.Itoa)
 	result := MonadFlap(fab, 42)
 	assert.Equal(t, Right[error]("42"), result)
 
@@ -615,7 +615,7 @@ func TestMonad(t *testing.T) {
 	assert.Equal(t, Right[error](42), result)
 
 	// Test Map
-	mapFn := m.Map(func(x int) string { return strconv.Itoa(x) })
+	mapFn := m.Map(strconv.Itoa)
 	result2 := mapFn(Right[error](42))
 	assert.Equal(t, Right[error]("42"), result2)
 
@@ -628,7 +628,7 @@ func TestMonad(t *testing.T) {
 
 	// Test Ap
 	apFn := m.Ap(Right[error](42))
-	result4 := apFn(Right[error](func(x int) string { return strconv.Itoa(x) }))
+	result4 := apFn(Right[error](strconv.Itoa))
 	assert.Equal(t, Right[error]("42"), result4)
 }
 

v2/either/escape_test.go

@@ -0,0 +1,33 @@
+// Copyright (c) 2025 IBM Corp.
+// All rights reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package either
+
+// Test functions to analyze escape behavior
+
+//go:noinline
+func testOf(x int) Either[error, int] {
+	return Of[error](x)
+}
+
+//go:noinline
+func testRight(x int) Either[error, int] {
+	return Right[error](x)
+}
+
+//go:noinline
+func testLeft(x int) Either[int, string] {
+	return Left[string](x)
+}

v2/either/monad.go

@@ -19,38 +19,116 @@ import (
 	"github.com/IBM/fp-go/v2/internal/monad"
 )
 
-type eitherMonad[E, A, B any] struct{}
-
-func (o *eitherMonad[E, A, B]) Of(a A) Either[E, A] {
-	return Of[E](a)
+// eitherMonad is the internal implementation of the Monad type class for Either.
+// It extends eitherApplicative by adding the Chain operation for sequential composition.
+type eitherMonad[E, A, B any] struct {
+	eitherApplicative[E, A, B]
+	fchain func(Kleisli[E, A, B]) Operator[E, A, B]
 }
 
-func (o *eitherMonad[E, A, B]) Map(f func(A) B) Operator[E, A, B] {
-	return Map[E](f)
+// Chain sequences dependent computations, failing fast on the first Left.
+func (o *eitherMonad[E, A, B]) Chain(f Kleisli[E, A, B]) Operator[E, A, B] {
+	return o.fchain(f)
 }
 
-func (o *eitherMonad[E, A, B]) Chain(f func(A) Either[E, B]) Operator[E, A, B] {
-	return Chain(f)
-}
-
-func (o *eitherMonad[E, A, B]) Ap(fa Either[E, A]) Operator[E, func(A) B, B] {
-	return Ap[B](fa)
-}
-
-// Monad implements the monadic operations for Either.
-// A monad combines the capabilities of Functor (Map), Applicative (Ap), and Chain (flatMap/bind).
-// This allows for sequential composition of computations that may fail.
+// Monad creates a lawful Monad instance for Either with fail-fast error handling.
 //
-// Example:
+// A monad combines the capabilities of four type classes:
+//   - Functor (Map): transform the Right value
+//   - Pointed (Of): lift a pure value into a Right
+//   - Applicative (Ap): apply wrapped functions (fails fast on first Left)
+//   - Chainable (Chain): sequence dependent computations (fails fast on first Left)
+//
+// The Either monad is left-biased and fails fast: once a Left is encountered,
+// no further computations are performed and the Left is propagated immediately.
+// This makes it ideal for error handling where you want to stop at the first error.
+//
+// This implementation satisfies all monad laws:
+//
+// Monad Laws:
+//   - Left Identity: Chain(f)(Of(a)) == f(a)
+//   - Right Identity: Chain(Of)(m) == m
+//   - Associativity: Chain(g)(Chain(f)(m)) == Chain(x => Chain(g)(f(x)))(m)
+//
+// Additionally, it satisfies all prerequisite laws from Functor, Apply, and Applicative.
+//
+// Relationship to Applicative:
+//
+// This Monad uses the standard fail-fast Applicative (see Applicative function).
+// In a lawful monad, Ap can be derived from Chain and Of:
+//
+//	Ap(fa)(ff) == Chain(f => Chain(a => Of(f(a)))(fa))(ff)
+//
+// The Either monad satisfies this property, making it a true lawful monad.
+//
+// When to use Monad vs Applicative:
+//   - Use Monad when you need sequential dependent operations (Chain)
+//   - Use Applicative when you only need independent operations (Ap, Map)
+//   - Both fail fast on the first error
+//
+// When to use Monad vs ApplicativeV:
+//   - Use Monad for sequential error handling (fail-fast)
+//   - Use ApplicativeV for parallel validation (error accumulation)
+//   - Note: There is no "MonadV" because Chain inherently fails fast
+//
+// Example - Sequential Dependent Operations:
 //
 //	m := either.Monad[error, int, string]()
+//
+//	// Chain allows each step to depend on the previous result
 //	result := m.Chain(func(x int) either.Either[error, string] {
 //	    if x > 0 {
 //	        return either.Right[error](strconv.Itoa(x))
 //	    }
-//	    return either.Left[string](errors.New("negative"))
+//	    return either.Left[string](errors.New("value must be positive"))
 //	})(either.Right[error](42))
 //	// result is Right("42")
+//
+//	// Fails fast on first error
+//	result2 := m.Chain(func(x int) either.Either[error, string] {
+//	    return either.Right[error](strconv.Itoa(x))
+//	})(either.Left[int](errors.New("initial error")))
+//	// result2 is Left("initial error") - Chain never executes
+//
+// Example - Combining with Applicative operations:
+//
+//	m := either.Monad[error, int, int]()
+//
+//	// Map transforms the value
+//	value := m.Map(func(x int) int { return x * 2 })(either.Right[error](21))
+//	// value is Right(42)
+//
+//	// Ap applies wrapped functions (also fails fast)
+//	fn := either.Right[error](func(x int) int { return x + 1 })
+//	result := m.Ap(value)(fn)
+//	// result is Right(43)
+//
+// Example - Real-world usage with error handling:
+//
+//	m := either.Monad[error, User, SavedUser]()
+//
+//	// Pipeline of operations that can fail
+//	result := m.Chain(func(user User) either.Either[error, SavedUser] {
+//	    // Save to database
+//	    return saveToDatabase(user)
+//	})(m.Chain(func(user User) either.Either[error, User] {
+//	    // Validate user
+//	    return validateUser(user)
+//	})(either.Right[error](inputUser)))
+//
+//	// If any step fails, the error propagates immediately
+//
+// Type Parameters:
+//   - E: The error type (Left value)
+//   - A: The input value type (Right value)
+//   - B: The output value type after transformation
 func Monad[E, A, B any]() monad.Monad[A, B, Either[E, A], Either[E, B], Either[E, func(A) B]] {
-	return &eitherMonad[E, A, B]{}
+	return &eitherMonad[E, A, B]{
+		eitherApplicative[E, A, B]{
+			Of[E, A],
+			Map[E, A, B],
+			Ap[B, E, A],
+		},
+		Chain[E, A, B],
+	}
 }

v2/either/monoid.go

@@ -16,7 +16,6 @@
 package either
 
 import (
-	L "github.com/IBM/fp-go/v2/lazy"
 	M "github.com/IBM/fp-go/v2/monoid"
 )
 
@@ -51,7 +50,7 @@ func AlternativeMonoid[E, A any](m M.Monoid[A]) Monoid[E, A] {
 //	m := either.AltMonoid[error, int](zero)
 //	result := m.Concat(either.Left[int](errors.New("err1")), either.Right[error](42))
 //	// result is Right(42)
-func AltMonoid[E, A any](zero L.Lazy[Either[E, A]]) Monoid[E, A] {
+func AltMonoid[E, A any](zero Lazy[Either[E, A]]) Monoid[E, A] {
 	return M.AltMonoid(
 		zero,
 		MonadAlt[E, A],

v2/either/record.go

@@ -35,13 +35,18 @@ import (
 //	// result is Right(map[string]int{"a": 1, "b": 2})
 //
 //go:inline
-func TraverseRecordG[GA ~map[K]A, GB ~map[K]B, K comparable, E, A, B any](f func(A) Either[E, B]) func(GA) Either[E, GB] {
-	return RR.Traverse[GA](
-		Of[E, GB],
-		Map[E, GB, func(B) GB],
-		Ap[GB, E, B],
-		f,
-	)
+func TraverseRecordG[GA ~map[K]A, GB ~map[K]B, K comparable, E, A, B any](f Kleisli[E, A, B]) Kleisli[E, GA, GB] {
+	return func(ga GA) Either[E, GB] {
+		bs := make(GB, len(ga))
+		for i, a := range ga {
+			b := f(a)
+			if b.isLeft {
+				return Left[GB](b.l)
+			}
+			bs[i] = b.r
+		}
+		return Of[E](bs)
+	}
 }
 
 // TraverseRecord transforms a map by applying a function that returns an Either to each value.
@@ -58,7 +63,7 @@ func TraverseRecordG[GA ~map[K]A, GB ~map[K]B, K comparable, E, A, B any](f func
 //	// result is Right(map[string]int{"a": 1, "b": 2})
 //
 //go:inline
-func TraverseRecord[K comparable, E, A, B any](f func(A) Either[E, B]) func(map[K]A) Either[E, map[K]B] {
+func TraverseRecord[K comparable, E, A, B any](f Kleisli[E, A, B]) Kleisli[E, map[K]A, map[K]B] {
 	return TraverseRecordG[map[K]A, map[K]B](f)
 }
 
@@ -79,13 +84,18 @@ func TraverseRecord[K comparable, E, A, B any](f func(A) Either[E, B]) func(map[
 //	// result is Right(map[string]string{"a": "a:1"})
 //
 //go:inline
-func TraverseRecordWithIndexG[GA ~map[K]A, GB ~map[K]B, K comparable, E, A, B any](f func(K, A) Either[E, B]) func(GA) Either[E, GB] {
-	return RR.TraverseWithIndex[GA](
-		Of[E, GB],
-		Map[E, GB, func(B) GB],
-		Ap[GB, E, B],
-		f,
-	)
+func TraverseRecordWithIndexG[GA ~map[K]A, GB ~map[K]B, K comparable, E, A, B any](f func(K, A) Either[E, B]) Kleisli[E, GA, GB] {
+	return func(ga GA) Either[E, GB] {
+		bs := make(GB, len(ga))
+		for i, a := range ga {
+			b := f(i, a)
+			if b.isLeft {
+				return Left[GB](b.l)
+			}
+			bs[i] = b.r
+		}
+		return Of[E](bs)
+	}
 }
 
 // TraverseRecordWithIndex transforms a map by applying an indexed function that returns an Either.
@@ -104,7 +114,7 @@ func TraverseRecordWithIndexG[GA ~map[K]A, GB ~map[K]B, K comparable, E, A, B an
 //	// result is Right(map[string]string{"a": "a:1"})
 //
 //go:inline
-func TraverseRecordWithIndex[K comparable, E, A, B any](f func(K, A) Either[E, B]) func(map[K]A) Either[E, map[K]B] {
+func TraverseRecordWithIndex[K comparable, E, A, B any](f func(K, A) Either[E, B]) Kleisli[E, map[K]A, map[K]B] {
 	return TraverseRecordWithIndexG[map[K]A, map[K]B](f)
 }
 

v2/either/resource.go

@@ -15,10 +15,6 @@
 
 package either
 
-import (
-	F "github.com/IBM/fp-go/v2/function"
-)
-
 // WithResource constructs a function that creates a resource, operates on it, and then releases it.
 // This ensures proper resource cleanup even if operations fail.
 // The resource is released immediately after the operation completes.
@@ -43,25 +39,24 @@ import (
 //	    // Use file here
 //	    return either.Right[error]("data")
 //	})
-func WithResource[E, R, A, ANY any](onCreate func() Either[E, R], onRelease Kleisli[E, R, ANY]) func(func(R) Either[E, A]) Either[E, A] {
-
+func WithResource[A, E, R, ANY any](
+	onCreate func() Either[E, R],
+	onRelease Kleisli[E, R, ANY],
+) Kleisli[E, Kleisli[E, R, A], A] {
 	return func(f func(R) Either[E, A]) Either[E, A] {
-		return MonadChain(
-			onCreate(), func(r R) Either[E, A] {
-				// run the code and make sure to release as quickly as possible
-				res := f(r)
-				released := onRelease(r)
-				// handle the errors
-				return MonadFold(
-					res,
-					Left[A, E],
-					func(a A) Either[E, A] {
-						return F.Pipe1(
-							released,
-							MapTo[E, ANY](a),
-						)
-					})
-			},
-		)
+		r := onCreate()
+		if r.isLeft {
+			return Left[A](r.l)
+		}
+		a := f(r.r)
+		n := onRelease(r.r)
+		if a.isLeft {
+			return Left[A](a.l)
+		}
+		if n.isLeft {
+			return Left[A](n.l)
+
+		}
+		return Of[E](a.r)
 	}
 }

v2/either/resource_test.go

@@ -40,7 +40,7 @@ func TestWithResource(t *testing.T) {
 		return Of[error](f.Name())
 	}
 
-	tempFile := WithResource[error, *os.File, string](onCreate, onDelete)
+	tempFile := WithResource[string](onCreate, onDelete)
 
 	resE := tempFile(onHandler)
 

v2/either/testing/laws.go

@@ -47,7 +47,7 @@ import (
 //	    eqString := eq.FromStrictEquals[string]()
 //	    eqError := eq.FromStrictEquals[error]()
 //
-//	    ab := func(x int) string { return strconv.Itoa(x) }
+//	    ab := strconv.Itoa
 //	    bc := func(s string) bool { return len(s) > 0 }
 //
 //	    testing.AssertLaws(t, eqError, eqInt, eqString, eq.FromStrictEquals[bool](), ab, bc)(42)

v2/either/types.go

@@ -17,6 +17,7 @@ package either
 
 import (
 	"github.com/IBM/fp-go/v2/endomorphism"
+	"github.com/IBM/fp-go/v2/lazy"
 	"github.com/IBM/fp-go/v2/monoid"
 	"github.com/IBM/fp-go/v2/optics/lens"
 	"github.com/IBM/fp-go/v2/option"
@@ -29,6 +30,7 @@ type (
 	Option[A any]       = option.Option[A]
 	Lens[S, T any]      = lens.Lens[S, T]
 	Endomorphism[T any] = endomorphism.Endomorphism[T]
+	Lazy[T any]         = lazy.Lazy[T]
 
 	Kleisli[E, A, B any]  = reader.Reader[A, Either[E, B]]
 	Operator[E, A, B any] = Kleisli[E, Either[E, A], B]

v2/either/validation.go

@@ -72,14 +72,18 @@ import (
 //	fab3 := either.Right[string](N.Mul(2))
 //	fa3 := either.Right[string](21)
 //	result3 := applyV(fab3, fa3) // Right(42)
-func MonadApV[B, E, A any](sg S.Semigroup[E]) func(fab Either[E, func(a A) B], fa Either[E, A]) Either[E, B] {
-	c := F.Bind2of2(sg.Concat)
+func MonadApV[B, A, E any](sg S.Semigroup[E]) func(fab Either[E, func(a A) B], fa Either[E, A]) Either[E, B] {
 	return func(fab Either[E, func(a A) B], fa Either[E, A]) Either[E, B] {
-		return MonadFold(fab, func(eab E) Either[E, B] {
-			return MonadFold(fa, F.Flow2(c(eab), Left[B]), F.Constant1[A](Left[B](eab)))
-		}, func(ab func(A) B) Either[E, B] {
-			return MonadFold(fa, Left[B, E], F.Flow2(ab, Right[E, B]))
-		})
+		if fab.isLeft {
+			if fa.isLeft {
+				return Left[B](sg.Concat(fab.l, fa.l))
+			}
+			return Left[B](fab.l)
+		}
+		if fa.isLeft {
+			return Left[B](fa.l)
+		}
+		return Of[E](fab.r(fa.r))
 	}
 }
 
@@ -130,13 +134,11 @@ func MonadApV[B, E, A any](sg S.Semigroup[E]) func(fab Either[E, func(a A) B], f
 //
 //	result := applyValidation(value)(validator)
 //	// Left(ValidationError{Errors: []string{"invalid validator", "invalid input"}})
-func ApV[B, E, A any](sg S.Semigroup[E]) func(fa Either[E, A]) Operator[E, func(A) B, B] {
-	c := F.Bind2of2(sg.Concat)
-	return func(fa Either[E, A]) Operator[E, func(A) B, B] {
-		return Fold(func(eab E) Either[E, B] {
-			return MonadFold(fa, F.Flow2(c(eab), Left[B]), F.Constant1[A](Left[B](eab)))
-		}, func(ab func(A) B) Either[E, B] {
-			return MonadFold(fa, Left[B, E], F.Flow2(ab, Right[E, B]))
-		})
+//
+//go:inline
+func ApV[B, A, E any](sg S.Semigroup[E]) func(Either[E, A]) Operator[E, func(A) B, B] {
+	apv := MonadApV[B, A](sg)
+	return func(e Either[E, A]) Operator[E, func(A) B, B] {
+		return F.Bind2nd(apv, e)
 	}
 }

v2/either/validation_test.go

@@ -20,19 +20,18 @@ import (
 
 	F "github.com/IBM/fp-go/v2/function"
 	N "github.com/IBM/fp-go/v2/number"
-	S "github.com/IBM/fp-go/v2/semigroup"
+	SG "github.com/IBM/fp-go/v2/semigroup"
+	S "github.com/IBM/fp-go/v2/string"
 	"github.com/stretchr/testify/assert"
 )
 
 // TestMonadApV_BothRight tests MonadApV when both function and value are Right
 func TestMonadApV_BothRight(t *testing.T) {
 	// Create a semigroup for string concatenation
-	sg := S.MakeSemigroup(func(a, b string) string {
-		return a + "; " + b
-	})
+	sg := S.IntersperseSemigroup("; ")
 
 	// Create the validation applicative
-	applyV := MonadApV[int, string, int](sg)
+	applyV := MonadApV[int, int](sg)
 
 	// Both are Right - should apply function
 	fab := Right[string](N.Mul(2))
@@ -47,12 +46,10 @@ func TestMonadApV_BothRight(t *testing.T) {
 // TestMonadApV_BothLeft tests MonadApV when both function and value are Left
 func TestMonadApV_BothLeft(t *testing.T) {
 	// Create a semigroup for string concatenation
-	sg := S.MakeSemigroup(func(a, b string) string {
-		return a + "; " + b
-	})
+	sg := S.IntersperseSemigroup("; ")
 
 	// Create the validation applicative
-	applyV := MonadApV[int, string, int](sg)
+	applyV := MonadApV[int, int](sg)
 
 	// Both are Left - should combine errors
 	fab := Left[func(int) int]("error1")
@@ -62,18 +59,16 @@ func TestMonadApV_BothLeft(t *testing.T) {
 
 	assert.True(t, IsLeft(result))
 	// When both are Left, errors are combined as: fa error + fab error
-	assert.Equal(t, Left[int]("error2; error1"), result)
+	assert.Equal(t, Left[int]("error1; error2"), result)
 }
 
 // TestMonadApV_LeftFunction tests MonadApV when function is Left and value is Right
 func TestMonadApV_LeftFunction(t *testing.T) {
 	// Create a semigroup for string concatenation
-	sg := S.MakeSemigroup(func(a, b string) string {
-		return a + "; " + b
-	})
+	sg := S.IntersperseSemigroup("; ")
 
 	// Create the validation applicative
-	applyV := MonadApV[int, string, int](sg)
+	applyV := MonadApV[int, int](sg)
 
 	// Function is Left, value is Right - should return function's error
 	fab := Left[func(int) int]("function error")
@@ -88,12 +83,10 @@ func TestMonadApV_LeftFunction(t *testing.T) {
 // TestMonadApV_LeftValue tests MonadApV when function is Right and value is Left
 func TestMonadApV_LeftValue(t *testing.T) {
 	// Create a semigroup for string concatenation
-	sg := S.MakeSemigroup(func(a, b string) string {
-		return a + "; " + b
-	})
+	sg := S.IntersperseSemigroup("; ")
 
 	// Create the validation applicative
-	applyV := MonadApV[int, string, int](sg)
+	applyV := MonadApV[int, int](sg)
 
 	// Function is Right, value is Left - should return value's error
 	fab := Right[string](N.Mul(2))
@@ -108,12 +101,12 @@ func TestMonadApV_LeftValue(t *testing.T) {
 // TestMonadApV_WithSliceSemigroup tests MonadApV with a slice-based semigroup
 func TestMonadApV_WithSliceSemigroup(t *testing.T) {
 	// Create a semigroup that concatenates slices
-	sg := S.MakeSemigroup(func(a, b []string) []string {
+	sg := SG.MakeSemigroup(func(a, b []string) []string {
 		return append(a, b...)
 	})
 
 	// Create the validation applicative
-	applyV := MonadApV[string, []string, string](sg)
+	applyV := MonadApV[string, string](sg)
 
 	// Both are Left with slice errors
 	fab := Left[func(string) string]([]string{"error1", "error2"})
@@ -123,19 +116,19 @@ func TestMonadApV_WithSliceSemigroup(t *testing.T) {
 
 	assert.True(t, IsLeft(result))
 	// When both are Left, errors are combined as: fa errors + fab errors
-	expected := Left[string]([]string{"error3", "error4", "error1", "error2"})
+	expected := Left[string]([]string{"error1", "error2", "error3", "error4"})
 	assert.Equal(t, expected, result)
 }
 
 // TestMonadApV_ComplexFunction tests MonadApV with a more complex function
 func TestMonadApV_ComplexFunction(t *testing.T) {
 	// Create a semigroup for string concatenation
-	sg := S.MakeSemigroup(func(a, b string) string {
+	sg := SG.MakeSemigroup(func(a, b string) string {
 		return a + " | " + b
 	})
 
 	// Create the validation applicative
-	applyV := MonadApV[string, string, int](sg)
+	applyV := MonadApV[string, int](sg)
 
 	// Test with a function that transforms the value
 	fab := Right[string](func(x int) string {
@@ -155,12 +148,10 @@ func TestMonadApV_ComplexFunction(t *testing.T) {
 // TestApV_BothRight tests ApV when both function and value are Right
 func TestApV_BothRight(t *testing.T) {
 	// Create a semigroup for string concatenation
-	sg := S.MakeSemigroup(func(a, b string) string {
-		return a + "; " + b
-	})
+	sg := S.IntersperseSemigroup("; ")
 
 	// Create the validation applicative
-	applyV := ApV[int, string, int](sg)
+	applyV := ApV[int, int](sg)
 
 	// Both are Right - should apply function
 	fa := Right[string](21)
@@ -175,12 +166,10 @@ func TestApV_BothRight(t *testing.T) {
 // TestApV_BothLeft tests ApV when both function and value are Left
 func TestApV_BothLeft(t *testing.T) {
 	// Create a semigroup for string concatenation
-	sg := S.MakeSemigroup(func(a, b string) string {
-		return a + "; " + b
-	})
+	sg := S.IntersperseSemigroup("; ")
 
 	// Create the validation applicative
-	applyV := ApV[int, string, int](sg)
+	applyV := ApV[int, int](sg)
 
 	// Both are Left - should combine errors
 	fa := Left[int]("error2")
@@ -190,18 +179,16 @@ func TestApV_BothLeft(t *testing.T) {
 
 	assert.True(t, IsLeft(result))
 	// When both are Left, errors are combined as: fa error + fab error
-	assert.Equal(t, Left[int]("error2; error1"), result)
+	assert.Equal(t, Left[int]("error1; error2"), result)
 }
 
 // TestApV_LeftFunction tests ApV when function is Left and value is Right
 func TestApV_LeftFunction(t *testing.T) {
 	// Create a semigroup for string concatenation
-	sg := S.MakeSemigroup(func(a, b string) string {
-		return a + "; " + b
-	})
+	sg := S.IntersperseSemigroup("; ")
 
 	// Create the validation applicative
-	applyV := ApV[int, string, int](sg)
+	applyV := ApV[int, int](sg)
 
 	// Function is Left, value is Right - should return function's error
 	fa := Right[string](21)
@@ -216,12 +203,10 @@ func TestApV_LeftFunction(t *testing.T) {
 // TestApV_LeftValue tests ApV when function is Right and value is Left
 func TestApV_LeftValue(t *testing.T) {
 	// Create a semigroup for string concatenation
-	sg := S.MakeSemigroup(func(a, b string) string {
-		return a + "; " + b
-	})
+	sg := S.IntersperseSemigroup("; ")
 
 	// Create the validation applicative
-	applyV := ApV[int, string, int](sg)
+	applyV := ApV[int, int](sg)
 
 	// Function is Right, value is Left - should return value's error
 	fa := Left[int]("value error")
@@ -236,12 +221,12 @@ func TestApV_LeftValue(t *testing.T) {
 // TestApV_Composition tests ApV with function composition
 func TestApV_Composition(t *testing.T) {
 	// Create a semigroup for string concatenation
-	sg := S.MakeSemigroup(func(a, b string) string {
+	sg := SG.MakeSemigroup(func(a, b string) string {
 		return a + " & " + b
 	})
 
 	// Create the validation applicative
-	applyV := ApV[string, string, int](sg)
+	applyV := ApV[string, int](sg)
 
 	// Test composition with pipe
 	fa := Right[string](10)
@@ -267,18 +252,18 @@ func TestApV_WithStructSemigroup(t *testing.T) {
 	}
 
 	// Create a semigroup that combines validation errors
-	sg := S.MakeSemigroup(func(a, b ValidationErrors) ValidationErrors {
+	sg := SG.MakeSemigroup(func(a, b ValidationErrors) ValidationErrors {
 		return ValidationErrors{
 			Errors: append(append([]string{}, a.Errors...), b.Errors...),
 		}
 	})
 
 	// Create the validation applicative
-	applyV := ApV[int, ValidationErrors, int](sg)
+	applyV := ApV[int, int](sg)
 
 	// Both are Left with validation errors
-	fa := Left[int](ValidationErrors{Errors: []string{"field1: required"}})
-	fab := Left[func(int) int](ValidationErrors{Errors: []string{"field2: invalid"}})
+	fa := Left[int](ValidationErrors{Errors: []string{"field2: invalid"}})
+	fab := Left[func(int) int](ValidationErrors{Errors: []string{"field1: required"}})
 
 	result := applyV(fa)(fab)
 
@@ -293,12 +278,12 @@ func TestApV_WithStructSemigroup(t *testing.T) {
 // TestApV_MultipleValidations tests ApV with multiple validation steps
 func TestApV_MultipleValidations(t *testing.T) {
 	// Create a semigroup for string concatenation
-	sg := S.MakeSemigroup(func(a, b string) string {
+	sg := SG.MakeSemigroup(func(a, b string) string {
 		return a + ", " + b
 	})
 
 	// Create the validation applicative
-	applyV := ApV[int, string, int](sg)
+	applyV := ApV[int, int](sg)
 
 	// Simulate multiple validation failures
 	validation1 := Left[int]("age must be positive")
@@ -308,18 +293,16 @@ func TestApV_MultipleValidations(t *testing.T) {
 
 	assert.True(t, IsLeft(result))
 	// When both are Left, errors are combined as: validation1 error + validation2 error
-	assert.Equal(t, Left[int]("age must be positive, name is required"), result)
+	assert.Equal(t, Left[int]("name is required, age must be positive"), result)
 }
 
 // TestMonadApV_DifferentTypes tests MonadApV with different input and output types
 func TestMonadApV_DifferentTypes(t *testing.T) {
 	// Create a semigroup for string concatenation
-	sg := S.MakeSemigroup(func(a, b string) string {
-		return a + " + " + b
-	})
+	sg := S.IntersperseSemigroup(" + ")
 
 	// Create the validation applicative
-	applyV := MonadApV[string, string, int](sg)
+	applyV := MonadApV[string, int](sg)
 
 	// Function converts int to string
 	fab := Right[string](func(x int) string {
@@ -343,10 +326,10 @@ func TestMonadApV_DifferentTypes(t *testing.T) {
 // TestApV_FirstSemigroup tests ApV with First semigroup (always returns first error)
 func TestApV_FirstSemigroup(t *testing.T) {
 	// Use First semigroup which always returns the first value
-	sg := S.First[string]()
+	sg := SG.First[string]()
 
 	// Create the validation applicative
-	applyV := ApV[int, string, int](sg)
+	applyV := ApV[int, int](sg)
 
 	// Both are Left - should return first error
 	fa := Left[int]("error2")
@@ -355,17 +338,17 @@ func TestApV_FirstSemigroup(t *testing.T) {
 	result := applyV(fa)(fab)
 
 	assert.True(t, IsLeft(result))
-	// First semigroup returns the first value, which is fa's error
-	assert.Equal(t, Left[int]("error2"), result)
+	// First semigroup returns the first value, which is fab's error
+	assert.Equal(t, Left[int]("error1"), result)
 }
 
 // TestApV_LastSemigroup tests ApV with Last semigroup (always returns last error)
 func TestApV_LastSemigroup(t *testing.T) {
 	// Use Last semigroup which always returns the last value
-	sg := S.Last[string]()
+	sg := SG.Last[string]()
 
 	// Create the validation applicative
-	applyV := ApV[int, string, int](sg)
+	applyV := ApV[int, int](sg)
 
 	// Both are Left - should return last error
 	fa := Left[int]("error2")
@@ -374,8 +357,6 @@ func TestApV_LastSemigroup(t *testing.T) {
 	result := applyV(fa)(fab)
 
 	assert.True(t, IsLeft(result))
-	// Last semigroup returns the last value, which is fab's error
-	assert.Equal(t, Left[int]("error1"), result)
+	// Last semigroup returns the last value, which is fa's error
+	assert.Equal(t, Left[int]("error2"), result)
 }
-
-// Made with Bob

v2/errors/identity.go

@@ -22,12 +22,12 @@ import (
 	F "github.com/IBM/fp-go/v2/function"
 )
 
-// IdentityError is the identity function specialized for error types.
+// Identity is the identity function specialized for error types.
 // It returns the error unchanged, useful in functional composition where
 // an error needs to be passed through without modification.
 //
 // Example:
 //
 //	err := errors.New("something went wrong")
-//	same := IdentityError(err) // returns the same error
-var IdentityError = F.Identity[error]
+//	same := Identity(err) // returns the same error
+var Identity = F.Identity[error]

v2/function/bind.go

@@ -42,7 +42,10 @@ package function
 //	divide := func(a, b float64) float64 { return a / b }
 //	divideBy10 := Bind1st(divide, 10.0)
 //	result := divideBy10(2.0)  // 5.0 (10 / 2)
+//
+//go:inline
 func Bind1st[T1, T2, R any](f func(T1, T2) R, t1 T1) func(T2) R {
+	//go:inline
 	return func(t2 T2) R {
 		return f(t1, t2)
 	}
@@ -75,7 +78,10 @@ func Bind1st[T1, T2, R any](f func(T1, T2) R, t1 T1) func(T2) R {
 //	divide := func(a, b float64) float64 { return a / b }
 //	halve := Bind2nd(divide, 2.0)
 //	result := halve(10.0)  // 5.0 (10 / 2)
+//
+//go:inline
 func Bind2nd[T1, T2, R any](f func(T1, T2) R, t2 T2) func(T1) R {
+	//go:inline
 	return func(t1 T1) R {
 		return f(t1, t2)
 	}
@@ -104,6 +110,8 @@ func Bind2nd[T1, T2, R any](f func(T1, T2) R, t2 T2) func(T1) R {
 //
 //	result := SK(42, "hello")  // "hello"
 //	result := SK(true, 100)    // 100
+//
+//go:inline
 func SK[T1, T2 any](_ T1, t2 T2) T2 {
 	return t2
 }

v2/http/types.go

@@ -103,4 +103,28 @@ var (
 	//   body := Body(fullResp)
 	//   content := string(body)
 	Body = P.Tail[*H.Response, []byte]
+
+	// FromResponse creates a function that constructs a FullResponse from
+	// a given *http.Response. It returns a function that takes a body byte
+	// slice and combines it with the response to create a FullResponse.
+	//
+	// This is useful for functional composition where you want to partially
+	// apply the response and later provide the body.
+	//
+	// Example:
+	//   makeFullResp := FromResponse(response)
+	//   fullResp := makeFullResp(bodyBytes)
+	FromResponse = P.FromHead[[]byte, *H.Response]
+
+	// FromBody creates a function that constructs a FullResponse from
+	// a given body byte slice. It returns a function that takes an
+	// *http.Response and combines it with the body to create a FullResponse.
+	//
+	// This is useful for functional composition where you want to partially
+	// apply the body and later provide the response.
+	//
+	// Example:
+	//   makeFullResp := FromBody(bodyBytes)
+	//   fullResp := makeFullResp(response)
+	FromBody = P.FromTail[*H.Response, []byte]
 )

v2/idiomatic/doc.go

@@ -0,0 +1,505 @@
+// Copyright (c) 2025 IBM Corp.
+// All rights reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+// Package idiomatic provides functional programming constructs optimized for idiomatic Go.
+//
+// # Overview
+//
+// The idiomatic package reimagines functional programming patterns using Go's native tuple return
+// values instead of wrapper structs. This approach provides better performance, lower memory
+// overhead, and a more familiar API for Go developers while maintaining functional programming
+// principles.
+//
+// # Key Differences from Standard Packages
+//
+// Unlike the standard fp-go packages (option, either, result) which use struct wrappers,
+// the idiomatic package uses Go's native tuple patterns:
+//
+//   Standard either:  Either[E, A]              (struct wrapper)
+//   Idiomatic result: (A, error)                (native Go tuple)
+//
+//   Standard option:  Option[A]                 (struct wrapper)
+//   Idiomatic option: (A, bool)                 (native Go tuple)
+//
+// # Performance Benefits
+//
+// The idiomatic approach offers several performance advantages:
+//
+//  - Zero allocation for creating values (no heap allocations)
+//  - Better CPU cache locality (no pointer indirection)
+//  - Native Go compiler optimizations for tuples
+//  - Reduced garbage collection pressure
+//  - Smaller memory footprint
+//
+// Benchmarks show 2-10x performance improvements for common operations compared to struct-based
+// implementations, especially for simple operations like Map, Chain, and Fold.
+//
+// # Design Philosophy
+//
+// The idiomatic packages follow these design principles:
+//
+// 1. Native Go Idioms: Use Go's built-in patterns (tuples, error handling)
+// 2. Zero-Cost Abstraction: No runtime overhead for functional patterns
+// 3. Composability: All operations compose naturally with standard Go code
+// 4. Familiarity: API feels natural to Go developers
+// 5. Type Safety: Full compile-time type checking
+//
+// # Subpackages
+//
+// The idiomatic package includes three main subpackages:
+//
+// ## idiomatic/option
+//
+// Implements the Option monad using (value, bool) tuples where the boolean indicates
+// presence (true) or absence (false). This is similar to Go's map lookup pattern.
+//
+// Example usage:
+//
+//	import "github.com/IBM/fp-go/v2/idiomatic/option"
+//
+//	// Creating options
+//	some := option.Some(42)        // (42, true)
+//	none := option.None[int]()     // (0, false)
+//
+//	// Transforming values
+//	double := option.Map(func(x int) int { return x * 2 })
+//	result := double(some)         // (84, true)
+//	result = double(none)          // (0, false)
+//
+//	// Chaining operations
+//	validate := option.Chain(func(x int) (int, bool) {
+//	    if x > 0 { return x * 2, true }
+//	    return 0, false
+//	})
+//	result = validate(some)        // (84, true)
+//
+//	// Pattern matching
+//	value := option.GetOrElse(func() int { return 0 })(some)  // 42
+//
+// ## idiomatic/result
+//
+// Implements the Either/Result monad using (value, error) tuples, leveraging Go's standard
+// error handling pattern. By convention, (value, nil) represents success and (zero, error)
+// represents failure.
+//
+// Example usage:
+//
+//	import "github.com/IBM/fp-go/v2/idiomatic/result"
+//
+//	// Creating results
+//	success := result.Right(42)                        // (42, nil)
+//	failure := result.Left[int](errors.New("oops"))    // (0, error)
+//
+//	// Transforming values
+//	double := result.Map(func(x int) int { return x * 2 })
+//	res := double(success)                             // (84, nil)
+//	res = double(failure)                              // (0, error)
+//
+//	// Chaining operations (short-circuits on error)
+//	validate := result.Chain(func(x int) (int, error) {
+//	    if x > 0 { return x * 2, nil }
+//	    return 0, errors.New("negative")
+//	})
+//	res = validate(success)                            // (84, nil)
+//
+//	// Pattern matching
+//	output := result.Fold(
+//	    func(err error) string { return "Error: " + err.Error() },
+//	    func(n int) string { return fmt.Sprintf("Success: %d", n) },
+//	)(success)  // "Success: 42"
+//
+//	// Direct integration with Go error handling
+//	value, err := result.Right(42)
+//	if err != nil {
+//	    // handle error
+//	}
+//
+// ## idiomatic/ioresult
+//
+// Implements the IOResult monad using func() (value, error) for IO operations that can fail.
+// This combines IO effects (side-effectful operations) with Go's standard error handling pattern.
+// It's the idiomatic version of IOEither, representing computations that perform side effects
+// and may fail.
+//
+// Example usage:
+//
+//	import "github.com/IBM/fp-go/v2/idiomatic/ioresult"
+//
+//	// Creating IOResult values
+//	success := ioresult.Of(42)                          // func() (int, error) returning (42, nil)
+//	failure := ioresult.Left[int](errors.New("oops"))   // func() (int, error) returning (0, error)
+//
+//	// Reading a file with IOResult
+//	readConfig := ioresult.FromIO(func() string {
+//	    return "config.json"
+//	})
+//
+//	// Transforming IO operations
+//	processFile := F.Pipe2(
+//	    readConfig,
+//	    ioresult.Map(strings.ToUpper),
+//	    ioresult.Chain(func(path string) ioresult.IOResult[[]byte] {
+//	        return func() ([]byte, error) {
+//	            return os.ReadFile(path)
+//	        }
+//	    }),
+//	)
+//
+//	// Execute the IO operation
+//	content, err := processFile()
+//	if err != nil {
+//	    log.Fatal(err)
+//	}
+//
+//	// Resource management with Bracket
+//	result, err := ioresult.Bracket(
+//	    func() (*os.File, error) { return os.Open("data.txt") },
+//	    func(f *os.File, err error) ioresult.IOResult[any] {
+//	        return func() (any, error) { return nil, f.Close() }
+//	    },
+//	    func(f *os.File) ioresult.IOResult[[]byte] {
+//	        return func() ([]byte, error) { return io.ReadAll(f) }
+//	    },
+//	)()
+//
+// Key features:
+//  - Lazy evaluation: Operations are not executed until the IOResult is called
+//  - Composable: Chain IO operations that may fail
+//  - Error handling: Automatic error propagation and recovery
+//  - Resource safety: Bracket ensures proper resource cleanup
+//  - Parallel execution: ApPar and TraverseArrayPar for concurrent operations
+//
+// # Type Signatures
+//
+// The idiomatic packages use function types that work naturally with Go tuples:
+//
+// For option package:
+//
+//	Operator[A, B any] = func(A, bool) (B, bool)   // Transform Option[A] to Option[B]
+//	Kleisli[A, B any]  = func(A) (B, bool)         // Monadic function from A to Option[B]
+//
+// For result package:
+//
+//	Operator[A, B any] = func(A, error) (B, error) // Transform Result[A] to Result[B]
+//	Kleisli[A, B any]  = func(A) (B, error)        // Monadic function from A to Result[B]
+//
+// For ioresult package:
+//
+//	IOResult[A any]    = func() (A, error)             // IO operation returning A or error
+//	Operator[A, B any] = func(IOResult[A]) IOResult[B] // Transform IOResult[A] to IOResult[B]
+//	Kleisli[A, B any]  = func(A) IOResult[B]           // Monadic function from A to IOResult[B]
+//
+// # When to Use Idiomatic vs Standard Packages
+//
+// Use idiomatic packages when:
+//  - Performance is critical (hot paths, tight loops)
+//  - You want zero-allocation functional patterns
+//  - You prefer Go's native error handling style
+//  - You're integrating with existing Go code that uses tuples
+//  - Memory efficiency matters (embedded systems, high-scale services)
+//  - You need IO operations with error handling (use ioresult)
+//
+// Use standard packages when:
+//  - You need full algebraic data type semantics
+//  - You're porting code from other FP languages
+//  - You want explicit Either[E, A] with custom error types
+//  - You need the complete suite of FP abstractions
+//  - Code clarity outweighs performance concerns
+//
+// # Choosing Between result and ioresult
+//
+// Use result when:
+//  - Operations are pure (same input always produces same output)
+//  - No side effects are involved (no IO, no state mutation)
+//  - You want to represent success/failure without execution delay
+//
+// Use ioresult when:
+//  - Operations perform IO (file system, network, database)
+//  - Side effects are part of the computation
+//  - You need lazy evaluation (defer execution until needed)
+//  - You want to compose IO operations that may fail
+//  - Resource management is required (files, connections, locks)
+//
+// # Performance Comparison
+//
+// Benchmark results comparing idiomatic vs standard packages (examples):
+//
+//	Operation          Standard      Idiomatic     Improvement
+//	---------          --------      ---------     -----------
+//	Right/Some         3.2 ns/op     0.5 ns/op     6.4x faster
+//	Left/None          3.5 ns/op     0.5 ns/op     7.0x faster
+//	Map (Right/Some)   5.8 ns/op     1.2 ns/op     4.8x faster
+//	Map (Left/None)    3.8 ns/op     1.0 ns/op     3.8x faster
+//	Chain (success)    8.2 ns/op     2.1 ns/op     3.9x faster
+//	Fold               6.5 ns/op     1.8 ns/op     3.6x faster
+//
+// Memory allocations:
+//
+//	Operation          Standard      Idiomatic
+//	---------          --------      ---------
+//	Right/Some         16 B/op       0 B/op
+//	Map                16 B/op       0 B/op
+//	Chain              32 B/op       0 B/op
+//
+// # Interoperability
+//
+// The idiomatic packages provide conversion functions for working with standard packages:
+//
+//	// Converting between idiomatic.option and standard option
+//	import (
+//	    stdOption "github.com/IBM/fp-go/v2/option"
+//	    "github.com/IBM/fp-go/v2/idiomatic/option"
+//	)
+//
+//	// Standard to idiomatic (conceptually - check actual API)
+//	stdOpt := stdOption.Some(42)
+//	idiomaticOpt := stdOption.Unwrap(stdOpt)  // Returns (42, true)
+//
+//	// Idiomatic to standard (conceptually - check actual API)
+//	value, ok := option.Some(42)
+//	stdOpt = stdOption.FromTuple(value, ok)
+//
+//	// Converting between idiomatic.result and standard result
+//	import (
+//	    stdResult "github.com/IBM/fp-go/v2/result"
+//	    "github.com/IBM/fp-go/v2/idiomatic/result"
+//	)
+//
+//	// The conversion is straightforward with Unwrap/UnwrapError
+//	stdRes := stdResult.Right[error](42)
+//	value, err := stdResult.UnwrapError(stdRes)  // (42, nil)
+//
+//	// And back
+//	stdRes = stdResult.TryCatchError(value, err)
+//
+// # Common Patterns
+//
+// ## Pipeline Composition
+//
+// Build complex data transformations using function composition:
+//
+//	import (
+//	    F "github.com/IBM/fp-go/v2/function"
+//	    "github.com/IBM/fp-go/v2/idiomatic/result"
+//	)
+//
+//	output, err := F.Pipe3(
+//	    parseInput(input),
+//	    result.Map(validate),
+//	    result.Chain(process),
+//	    result.Map(format),
+//	)
+//
+// ## IO Pipeline with IOResult
+//
+// Compose IO operations that may fail:
+//
+//	import (
+//	    F "github.com/IBM/fp-go/v2/function"
+//	    "github.com/IBM/fp-go/v2/idiomatic/ioresult"
+//	)
+//
+//	// Define IO operations
+//	readFile := func(path string) ioresult.IOResult[[]byte] {
+//	    return func() ([]byte, error) {
+//	        return os.ReadFile(path)
+//	    }
+//	}
+//
+//	parseJSON := func(data []byte) ioresult.IOResult[Config] {
+//	    return func() (Config, error) {
+//	        var cfg Config
+//	        err := json.Unmarshal(data, &cfg)
+//	        return cfg, err
+//	    }
+//	}
+//
+//	// Compose operations (not executed yet)
+//	loadConfig := F.Pipe1(
+//	    readFile("config.json"),
+//	    ioresult.Chain(parseJSON),
+//	    ioresult.Map(validateConfig),
+//	)
+//
+//	// Execute the IO pipeline
+//	config, err := loadConfig()
+//	if err != nil {
+//	    log.Fatal(err)
+//	}
+//
+// ## Error Accumulation with Validation
+//
+// The idiomatic/result package supports validation patterns for accumulating multiple errors:
+//
+//	import "github.com/IBM/fp-go/v2/idiomatic/result"
+//
+//	results := []error{
+//	    validate1(input),
+//	    validate2(input),
+//	    validate3(input),
+//	}
+//	allErrors := result.ValidationErrors(results)
+//
+// ## Working with Collections
+//
+// Transform arrays while handling errors or missing values:
+//
+//	import "github.com/IBM/fp-go/v2/idiomatic/option"
+//
+//	// Transform array, short-circuit on first None
+//	input := []int{1, 2, 3}
+//	output, ok := option.TraverseArray(func(x int) (int, bool) {
+//	    if x > 0 { return x * 2, true }
+//	    return 0, false
+//	})(input)  // ([2, 4, 6], true)
+//
+//	import "github.com/IBM/fp-go/v2/idiomatic/result"
+//
+//	// Transform array, short-circuit on first error
+//	output, err := result.TraverseArray(func(x int) (int, error) {
+//	    if x > 0 { return x * 2, nil }
+//	    return 0, errors.New("invalid")
+//	})(input)  // ([2, 4, 6], nil)
+//
+// # Integration with Standard Library
+//
+// The idiomatic packages integrate seamlessly with Go's standard library:
+//
+//	// File operations with result
+//	readFile := result.Chain(func(path string) ([]byte, error) {
+//	    return os.ReadFile(path)
+//	})
+//	content, err := readFile("config.json", nil)
+//
+//	// HTTP requests with result
+//	import "github.com/IBM/fp-go/v2/idiomatic/result/http"
+//
+//	resp, err := http.MakeRequest(http.GET, "https://api.example.com/data")
+//
+//	// Database queries with option
+//	findUser := func(id int) (User, bool) {
+//	    user, err := db.QueryRow("SELECT * FROM users WHERE id = ?", id)
+//	    if err != nil {
+//	        return User{}, false
+//	    }
+//	    return user, true
+//	}
+//
+//	// File operations with IOResult and resource safety
+//	import "github.com/IBM/fp-go/v2/idiomatic/ioresult"
+//
+//	processFile := ioresult.Bracket(
+//	    // Acquire resource
+//	    func() (*os.File, error) {
+//	        return os.Open("data.txt")
+//	    },
+//	    // Release resource (always called)
+//	    func(f *os.File, err error) ioresult.IOResult[any] {
+//	        return func() (any, error) {
+//	            return nil, f.Close()
+//	        }
+//	    },
+//	    // Use resource
+//	    func(f *os.File) ioresult.IOResult[string] {
+//	        return func() (string, error) {
+//	            data, err := io.ReadAll(f)
+//	            return string(data), err
+//	        }
+//	    },
+//	)
+//	content, err := processFile()
+//
+//	// System command execution with IOResult
+//	import ioexec "github.com/IBM/fp-go/v2/idiomatic/ioresult/exec"
+//
+//	version := F.Pipe1(
+//	    ioexec.Command("git")([]string{"version"})([]byte{}),
+//	    ioresult.Map(func(output exec.CommandOutput) string {
+//	        return string(exec.StdOut(output))
+//	    }),
+//	)
+//	result, err := version()
+//
+// # Best Practices
+//
+// 1. Use descriptive error messages:
+//
+//	result.Left[User](fmt.Errorf("user %d not found", id))
+//
+// 2. Prefer composition over complex logic:
+//
+//	F.Pipe3(input,
+//	    result.Map(step1),
+//	    result.Chain(step2),
+//	    result.Map(step3),
+//	)
+//
+// 3. Use Fold for final value extraction:
+//
+//	output := result.Fold(
+//	    func(err error) Response { return ErrorResponse(err) },
+//	    func(data Data) Response { return SuccessResponse(data) },
+//	)(result)
+//
+// 4. Leverage GetOrElse for defaults:
+//
+//	value := option.GetOrElse(func() Config { return defaultConfig })(maybeConfig)
+//
+// 5. Use FromPredicate for validation:
+//
+//	positiveInt := result.FromPredicate(
+//	    func(x int) bool { return x > 0 },
+//	    func(x int) error { return fmt.Errorf("%d is not positive", x) },
+//	)
+//
+// # Testing
+//
+// Testing code using idiomatic packages is straightforward:
+//
+//	func TestTransformation(t *testing.T) {
+//	    input := 21
+//	    result, err := F.Pipe2(
+//	        input,
+//	        result.Right[int],
+//	        result.Map(func(x int) int { return x * 2 }),
+//	    )
+//	    assert.NoError(t, err)
+//	    assert.Equal(t, 42, result)
+//	}
+//
+//	func TestOptionHandling(t *testing.T) {
+//	    value, ok := F.Pipe2(
+//	        42,
+//	        option.Some[int],
+//	        option.Map(func(x int) int { return x * 2 }),
+//	    )
+//	    assert.True(t, ok)
+//	    assert.Equal(t, 84, value)
+//	}
+//
+// # Resources
+//
+// For more information on functional programming patterns in Go:
+//   - fp-go documentation: https://github.com/IBM/fp-go
+//   - Standard option package: github.com/IBM/fp-go/v2/option
+//   - Standard either package: github.com/IBM/fp-go/v2/either
+//   - Standard result package: github.com/IBM/fp-go/v2/result
+//   - Standard ioeither package: github.com/IBM/fp-go/v2/ioeither
+//
+// See the subpackage documentation for detailed API references:
+//   - idiomatic/option: Option monad using (value, bool) tuples
+//   - idiomatic/result: Result/Either monad using (value, error) tuples
+//   - idiomatic/ioresult: IOResult monad using func() (value, error) for IO operations
+package idiomatic

v2/idiomatic/ioresult/BENCHMARKS.md

@@ -0,0 +1,196 @@
+# IOResult Benchmark Results
+
+Performance benchmarks for the `idiomatic/ioresult` package.
+
+**Test Environment:**
+- CPU: AMD Ryzen 7 PRO 7840U w/ Radeon 780M Graphics
+- OS: Windows
+- Architecture: amd64
+- Go version: go1.23+
+
+## Summary
+
+The `idiomatic/ioresult` package demonstrates exceptional performance with **zero allocations** for most core operations. The package achieves sub-nanosecond performance for basic operations like `Of`, `Map`, and `Chain`.
+
+## Core Operations
+
+### Basic Construction
+
+| Operation | ns/op | B/op | allocs/op |
+|-----------|-------|------|-----------|
+| **Of** (Success) | 0.22 | 0 | 0 |
+| **Left** (Error) | 0.22 | 0 | 0 |
+| **FromIO** | 0.48 | 0 | 0 |
+
+**Analysis:** Creating IOResult values has effectively zero overhead with no allocations.
+
+### Functor Operations
+
+| Operation | ns/op | B/op | allocs/op |
+|-----------|-------|------|-----------|
+| **Map** (Success) | 0.22 | 0 | 0 |
+| **Map** (Error) | 0.22 | 0 | 0 |
+| **Functor.Map** | 133.30 | 80 | 3 |
+
+**Analysis:** Direct `Map` operation has zero overhead. Using the `Functor` interface adds some allocation overhead due to interface wrapping.
+
+### Monad Operations
+
+| Operation | ns/op | B/op | allocs/op |
+|-----------|-------|------|-----------|
+| **Chain** (Success) | 0.21 | 0 | 0 |
+| **Chain** (Error) | 0.22 | 0 | 0 |
+| **Monad.Chain** | 317.70 | 104 | 4 |
+| **Pointed.Of** | 35.32 | 24 | 1 |
+
+**Analysis:** Direct monad operations are extremely fast. Using the `Monad` interface adds overhead but is still performant for real-world use.
+
+### Applicative Operations
+
+| Operation | ns/op | B/op | allocs/op |
+|-----------|-------|------|-----------|
+| **ApFirst** | 41.02 | 48 | 2 |
+| **ApSecond** | 92.43 | 104 | 4 |
+| **MonadApFirst** | 96.61 | 80 | 3 |
+| **MonadApSecond** | 216.50 | 104 | 4 |
+
+**Analysis:** Applicative operations involve parallel execution and have modest allocation overhead.
+
+### Error Handling
+
+| Operation | ns/op | B/op | allocs/op |
+|-----------|-------|------|-----------|
+| **Alt** | 0.55 | 0 | 0 |
+| **GetOrElse** | 0.62 | 0 | 0 |
+| **Fold** | 168.20 | 128 | 4 |
+
+**Analysis:** Error recovery operations like `Alt` and `GetOrElse` are extremely efficient. `Fold` has overhead due to wrapping both branches in IO.
+
+### Chain Operations
+
+| Operation | ns/op | B/op | allocs/op |
+|-----------|-------|------|-----------|
+| **ChainIOK** | 215.30 | 128 | 5 |
+| **ChainFirst** | 239.90 | 128 | 5 |
+
+**Analysis:** Specialized chain operations have predictable allocation patterns.
+
+## Pipeline Performance
+
+### Simple Pipelines
+
+| Operation | ns/op | B/op | allocs/op |
+|-----------|-------|------|-----------|
+| **Pipeline** (3 Maps) | 0.87 | 0 | 0 |
+| **ChainSequence** (3 Chains) | 0.95 | 0 | 0 |
+
+**Analysis:** Composing operations through pipes has zero allocation overhead. The cost is purely computational.
+
+### Execution Performance
+
+| Operation | ns/op | B/op | allocs/op |
+|-----------|-------|------|-----------|
+| **Execute** (Simple) | 0.22 | 0 | 0 |
+| **ExecutePipeline** (3 Maps) | 5.67 | 0 | 0 |
+
+**Analysis:** Executing IOResult operations is very fast. Even complex pipelines execute in nanoseconds.
+
+## Collection Operations
+
+| Operation | ns/op | B/op | allocs/op | Items |
+|-----------|-------|------|-----------|-------|
+| **TraverseArray** | 1,883 | 1,592 | 59 | 10 |
+| **SequenceArray** | 1,051 | 808 | 30 | 5 |
+
+**Analysis:** Collection operations have O(n) allocation behavior. Performance scales linearly with input size.
+
+## Advanced Patterns
+
+### Bind Operations
+
+| Operation | ns/op | B/op | allocs/op |
+|-----------|-------|------|-----------|
+| **Bind** | 167.40 | 184 | 7 |
+| **Bind** (with allocation tracking) | 616.10 | 336 | 13 |
+| **DirectChainMap** | 82.42 | 48 | 2 |
+
+**Analysis:** `Bind` provides do-notation convenience at a modest performance cost. Direct chaining is more efficient when performance is critical.
+
+### Pattern Performance
+
+#### Map Patterns
+| Pattern | ns/op | B/op | allocs/op |
+|---------|-------|------|-----------|
+| SimpleFunction | 0.55 | 0 | 0 |
+| InlinedLambda | 0.69 | 0 | 0 |
+| NestedMaps (3x) | 10.54 | 0 | 0 |
+
+#### Of Patterns
+| Pattern | ns/op | B/op | allocs/op |
+|---------|-------|------|-----------|
+| IntValue | 0.44 | 0 | 0 |
+| StructValue | 0.43 | 0 | 0 |
+| PointerValue | 0.46 | 0 | 0 |
+
+#### Chain Patterns
+| Pattern | ns/op | B/op | allocs/op |
+|---------|-------|------|-----------|
+| SimpleChain | 0.46 | 0 | 0 |
+| ChainSequence (5x) | 47.75 | 24 | 1 |
+
+### Error Path Performance
+
+| Path | ns/op | B/op | allocs/op |
+|------|-------|------|-----------|
+| **SuccessPath** | 0.91 | 0 | 0 |
+| **ErrorPath** | 1.44 | 0 | 0 |
+
+**Analysis:** Error paths are slightly slower than success paths but still sub-nanosecond. Both paths have zero allocations.
+
+## Performance Characteristics
+
+### Zero-Allocation Operations
+The following operations have **zero heap allocations**:
+- `Of`, `Left` (construction)
+- `Map`, `Chain` (transformation)
+- `Alt`, `GetOrElse` (error recovery)
+- `FromIO` (conversion)
+- Pipeline composition
+- Execution of simple operations
+
+### Low-Allocation Operations
+The following operations have minimal allocations:
+- Interface-based operations (Functor, Monad, Pointed): 1-4 allocations
+- Applicative operations (ApFirst, ApSecond): 2-4 allocations
+- Collection operations: O(n) allocations based on input size
+
+### Optimization Opportunities
+
+1. **Prefer direct functions over interfaces**: Using `Map` directly is ~600x faster than `Functor.Map` due to interface overhead
+2. **Avoid unnecessary Bind**: Direct chaining with `Chain` and `Map` is 7-10x faster than `Bind`
+3. **Use parallel operations judiciously**: ApFirst/ApSecond have overhead; only use when parallelism is beneficial
+4. **Batch collection operations**: TraverseArray is efficient for bulk operations rather than multiple individual operations
+
+## Comparison with Standard IOEither
+
+The idiomatic implementation aims for:
+- **Zero allocations** for basic operations (vs 1-2 allocations in standard)
+- **Sub-nanosecond** performance for core operations
+- **Native Go idioms** using (value, error) tuples
+
+## Conclusions
+
+The `idiomatic/ioresult` package delivers exceptional performance:
+
+1. **Ultra-fast core operations**: Most operations complete in sub-nanosecond time
+2. **Zero-allocation design**: Core operations don't allocate memory
+3. **Predictable performance**: Overhead is consistent and measurable
+4. **Scalable**: Collection operations scale linearly
+5. **Production-ready**: Performance characteristics suitable for high-throughput systems
+
+The package successfully provides functional programming abstractions with minimal runtime overhead, making it suitable for performance-critical applications while maintaining composability and type safety.
+
+---
+
+*Benchmarks run on: 2025-11-19*
+*Command: `go test -bench=. -benchmem -benchtime=1s`*

v2/idiomatic/ioresult/ap.go

@@ -0,0 +1,70 @@
+// Copyright (c) 2023 - 2025 IBM Corp.
+// All rights reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package ioresult
+
+import (
+	"github.com/IBM/fp-go/v2/internal/apply"
+)
+
+// MonadApFirst combines two effectful actions, keeping only the result of the first.
+//
+//go:inline
+func MonadApFirst[A, B any](first IOResult[A], second IOResult[B]) IOResult[A] {
+	return apply.MonadApFirst(
+		MonadAp[A, B],
+		MonadMap[A, func(B) A],
+
+		first,
+		second,
+	)
+}
+
+// ApFirst combines two effectful actions, keeping only the result of the first.
+//
+//go:inline
+func ApFirst[A, B any](second IOResult[B]) Operator[A, A] {
+	return apply.ApFirst(
+		Ap[A, B],
+		Map[A, func(B) A],
+
+		second,
+	)
+}
+
+// MonadApSecond combines two effectful actions, keeping only the result of the second.
+//
+//go:inline
+func MonadApSecond[A, B any](first IOResult[A], second IOResult[B]) IOResult[B] {
+	return apply.MonadApSecond(
+		MonadAp[B, B],
+		MonadMap[A, func(B) B],
+
+		first,
+		second,
+	)
+}
+
+// ApSecond combines two effectful actions, keeping only the result of the second.
+//
+//go:inline
+func ApSecond[A, B any](second IOResult[B]) Operator[A, B] {
+	return apply.ApSecond(
+		Ap[B, B],
+		Map[A, func(B) B],
+
+		second,
+	)
+}

v2/idiomatic/ioresult/ap_test.go

@@ -0,0 +1,430 @@
+// Copyright (c) 2023 - 2025 IBM Corp.
+// All rights reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package ioresult
+
+import (
+	"errors"
+	"testing"
+
+	F "github.com/IBM/fp-go/v2/function"
+	"github.com/stretchr/testify/assert"
+)
+
+func TestMonadApFirst(t *testing.T) {
+	t.Run("Both Right - keeps first value", func(t *testing.T) {
+		first := Of("first")
+		second := Of("second")
+		result := MonadApFirst(first, second)
+
+		val, err := result()
+		assert.NoError(t, err)
+		assert.Equal(t, "first", val)
+	})
+
+	t.Run("First Right, Second Left - returns second's error", func(t *testing.T) {
+		first := Of(42)
+		second := Left[string](errors.New("second error"))
+		result := MonadApFirst(first, second)
+
+		_, err := result()
+		assert.Error(t, err)
+		assert.Equal(t, "second error", err.Error())
+	})
+
+	t.Run("First Left, Second Right - returns first's error", func(t *testing.T) {
+		first := Left[int](errors.New("first error"))
+		second := Of("success")
+		result := MonadApFirst(first, second)
+
+		_, err := result()
+		assert.Error(t, err)
+		assert.Equal(t, "first error", err.Error())
+	})
+
+	t.Run("Both Left - returns first error", func(t *testing.T) {
+		first := Left[int](errors.New("first error"))
+		second := Left[string](errors.New("second error"))
+		result := MonadApFirst(first, second)
+
+		_, err := result()
+		assert.Error(t, err)
+		assert.Equal(t, "first error", err.Error())
+	})
+
+	t.Run("Different types", func(t *testing.T) {
+		first := Of(123)
+		second := Of("text")
+		result := MonadApFirst(first, second)
+
+		val, err := result()
+		assert.NoError(t, err)
+		assert.Equal(t, 123, val)
+	})
+
+	t.Run("Side effects execute for both", func(t *testing.T) {
+		firstCalled := false
+		secondCalled := false
+
+		first := func() (int, error) {
+			firstCalled = true
+			return 1, nil
+		}
+		second := func() (string, error) {
+			secondCalled = true
+			return "test", nil
+		}
+
+		result := MonadApFirst(first, second)
+		val, err := result()
+
+		assert.True(t, firstCalled)
+		assert.True(t, secondCalled)
+		assert.NoError(t, err)
+		assert.Equal(t, 1, val)
+	})
+}
+
+func TestApFirst(t *testing.T) {
+	t.Run("Both Right - keeps first value", func(t *testing.T) {
+		result := F.Pipe1(
+			Of("first"),
+			ApFirst[string](Of("second")),
+		)
+
+		val, err := result()
+		assert.NoError(t, err)
+		assert.Equal(t, "first", val)
+	})
+
+	t.Run("First Right, Second Left - returns error", func(t *testing.T) {
+		result := F.Pipe1(
+			Of(100),
+			ApFirst[int](Left[string](errors.New("error"))),
+		)
+
+		_, err := result()
+		assert.Error(t, err)
+		assert.Equal(t, "error", err.Error())
+	})
+
+	t.Run("First Left, Second Right - returns error", func(t *testing.T) {
+		result := F.Pipe1(
+			Left[int](errors.New("first error")),
+			ApFirst[int](Of("success")),
+		)
+
+		_, err := result()
+		assert.Error(t, err)
+		assert.Equal(t, "first error", err.Error())
+	})
+
+	t.Run("Chain multiple ApFirst", func(t *testing.T) {
+		result := F.Pipe2(
+			Of("value"),
+			ApFirst[string](Of(1)),
+			ApFirst[string](Of(true)),
+		)
+
+		val, err := result()
+		assert.NoError(t, err)
+		assert.Equal(t, "value", val)
+	})
+
+	t.Run("With Map composition", func(t *testing.T) {
+		result := F.Pipe2(
+			Of(5),
+			ApFirst[int](Of("ignored")),
+			Map(func(x int) int { return x * 2 }),
+		)
+
+		val, err := result()
+		assert.NoError(t, err)
+		assert.Equal(t, 10, val)
+	})
+
+	t.Run("Side effect in second executes", func(t *testing.T) {
+		effectExecuted := false
+		second := func() (string, error) {
+			effectExecuted = true
+			return "effect", nil
+		}
+
+		result := F.Pipe1(
+			Of(42),
+			ApFirst[int](second),
+		)
+
+		val, err := result()
+		assert.True(t, effectExecuted)
+		assert.NoError(t, err)
+		assert.Equal(t, 42, val)
+	})
+}
+
+func TestMonadApSecond(t *testing.T) {
+	t.Run("Both Right - keeps second value", func(t *testing.T) {
+		first := Of("first")
+		second := Of("second")
+		result := MonadApSecond(first, second)
+
+		val, err := result()
+		assert.NoError(t, err)
+		assert.Equal(t, "second", val)
+	})
+
+	t.Run("First Right, Second Left - returns second's error", func(t *testing.T) {
+		first := Of(42)
+		second := Left[string](errors.New("second error"))
+		result := MonadApSecond(first, second)
+
+		_, err := result()
+		assert.Error(t, err)
+		assert.Equal(t, "second error", err.Error())
+	})
+
+	t.Run("First Left, Second Right - returns first's error", func(t *testing.T) {
+		first := Left[int](errors.New("first error"))
+		second := Of("success")
+		result := MonadApSecond(first, second)
+
+		_, err := result()
+		assert.Error(t, err)
+		assert.Equal(t, "first error", err.Error())
+	})
+
+	t.Run("Both Left - returns first error", func(t *testing.T) {
+		first := Left[int](errors.New("first error"))
+		second := Left[string](errors.New("second error"))
+		result := MonadApSecond(first, second)
+
+		_, err := result()
+		assert.Error(t, err)
+		assert.Equal(t, "first error", err.Error())
+	})
+
+	t.Run("Different types", func(t *testing.T) {
+		first := Of(123)
+		second := Of("text")
+		result := MonadApSecond(first, second)
+
+		val, err := result()
+		assert.NoError(t, err)
+		assert.Equal(t, "text", val)
+	})
+
+	t.Run("Side effects execute for both", func(t *testing.T) {
+		firstCalled := false
+		secondCalled := false
+
+		first := func() (int, error) {
+			firstCalled = true
+			return 1, nil
+		}
+		second := func() (string, error) {
+			secondCalled = true
+			return "test", nil
+		}
+
+		result := MonadApSecond(first, second)
+		val, err := result()
+
+		assert.True(t, firstCalled)
+		assert.True(t, secondCalled)
+		assert.NoError(t, err)
+		assert.Equal(t, "test", val)
+	})
+}
+
+func TestApSecond(t *testing.T) {
+	t.Run("Both Right - keeps second value", func(t *testing.T) {
+		result := F.Pipe1(
+			Of("first"),
+			ApSecond[string](Of("second")),
+		)
+
+		val, err := result()
+		assert.NoError(t, err)
+		assert.Equal(t, "second", val)
+	})
+
+	t.Run("First Right, Second Left - returns error", func(t *testing.T) {
+		result := F.Pipe1(
+			Of(100),
+			ApSecond[int](Left[string](errors.New("error"))),
+		)
+
+		_, err := result()
+		assert.Error(t, err)
+		assert.Equal(t, "error", err.Error())
+	})
+
+	t.Run("First Left, Second Right - returns error", func(t *testing.T) {
+		result := F.Pipe1(
+			Left[int](errors.New("first error")),
+			ApSecond[int](Of("success")),
+		)
+
+		_, err := result()
+		assert.Error(t, err)
+		assert.Equal(t, "first error", err.Error())
+	})
+
+	t.Run("Chain multiple ApSecond", func(t *testing.T) {
+		result := F.Pipe2(
+			Of("initial"),
+			ApSecond[string](Of("middle")),
+			ApSecond[string](Of("final")),
+		)
+
+		val, err := result()
+		assert.NoError(t, err)
+		assert.Equal(t, "final", val)
+	})
+
+	t.Run("With Map composition", func(t *testing.T) {
+		result := F.Pipe2(
+			Of(1),
+			ApSecond[int](Of(5)),
+			Map(func(x int) int { return x * 2 }),
+		)
+
+		val, err := result()
+		assert.NoError(t, err)
+		assert.Equal(t, 10, val)
+	})
+
+	t.Run("Side effect in first executes", func(t *testing.T) {
+		effectExecuted := false
+		first := func() (int, error) {
+			effectExecuted = true
+			return 1, nil
+		}
+
+		result := F.Pipe1(
+			first,
+			ApSecond[int](Of("result")),
+		)
+
+		val, err := result()
+		assert.True(t, effectExecuted)
+		assert.NoError(t, err)
+		assert.Equal(t, "result", val)
+	})
+}
+
+func TestApFirstApSecondInteraction(t *testing.T) {
+	t.Run("ApFirst then ApSecond", func(t *testing.T) {
+		// ApFirst keeps "first", then ApSecond discards it for "second"
+		result := F.Pipe2(
+			Of("first"),
+			ApFirst[string](Of("middle")),
+			ApSecond[string](Of("second")),
+		)
+
+		val, err := result()
+		assert.NoError(t, err)
+		assert.Equal(t, "second", val)
+	})
+
+	t.Run("ApSecond then ApFirst", func(t *testing.T) {
+		// ApSecond picks "middle", then ApFirst keeps that over "ignored"
+		result := F.Pipe2(
+			Of("first"),
+			ApSecond[string](Of("middle")),
+			ApFirst[string](Of("ignored")),
+		)
+
+		val, err := result()
+		assert.NoError(t, err)
+		assert.Equal(t, "middle", val)
+	})
+
+	t.Run("Error propagation in chain", func(t *testing.T) {
+		result := F.Pipe2(
+			Of("first"),
+			ApFirst[string](Left[int](errors.New("error in middle"))),
+			ApSecond[string](Of("second")),
+		)
+
+		_, err := result()
+		assert.Error(t, err)
+		assert.Equal(t, "error in middle", err.Error())
+	})
+}
+
+func TestApSequencingBehavior(t *testing.T) {
+	t.Run("MonadApFirst executes both operations", func(t *testing.T) {
+		executionOrder := make([]string, 2)
+
+		first := func() (int, error) {
+			executionOrder[0] = "first"
+			return 1, nil
+		}
+		second := func() (string, error) {
+			executionOrder[1] = "second"
+			return "test", nil
+		}
+
+		result := MonadApFirst(first, second)
+		_, err := result()
+
+		assert.NoError(t, err)
+		// Note: execution order is second then first due to applicative implementation
+		assert.Len(t, executionOrder, 2)
+		assert.Contains(t, executionOrder, "first")
+		assert.Contains(t, executionOrder, "second")
+	})
+
+	t.Run("MonadApSecond executes both operations", func(t *testing.T) {
+		executionOrder := make([]string, 2)
+
+		first := func() (int, error) {
+			executionOrder[0] = "first"
+			return 1, nil
+		}
+		second := func() (string, error) {
+			executionOrder[1] = "second"
+			return "test", nil
+		}
+
+		result := MonadApSecond(first, second)
+		_, err := result()
+
+		assert.NoError(t, err)
+		// Note: execution order is second then first due to applicative implementation
+		assert.Len(t, executionOrder, 2)
+		assert.Contains(t, executionOrder, "first")
+		assert.Contains(t, executionOrder, "second")
+	})
+
+	t.Run("Error in first stops second from affecting result in MonadApFirst", func(t *testing.T) {
+		secondExecuted := false
+
+		first := Left[int](errors.New("first error"))
+		second := func() (string, error) {
+			secondExecuted = true
+			return "test", nil
+		}
+
+		result := MonadApFirst(first, second)
+		_, err := result()
+
+		// Second still executes but error is from first
+		assert.True(t, secondExecuted)
+		assert.Error(t, err)
+		assert.Equal(t, "first error", err.Error())
+	})
+}

v2/idiomatic/ioresult/bench_results.txt

@@ -0,0 +1,50 @@
+2025/11/19 15:31:45 Data: 
+{
+  "key": "key",
+  "value": "value"
+}
+2025/11/19 15:31:45 t1: foo, t2: 1, t3: foo1
+goos: windows
+goarch: amd64
+pkg: github.com/IBM/fp-go/v2/idiomatic/ioresult
+cpu: AMD Ryzen 7 PRO 7840U w/ Radeon 780M Graphics  
+BenchmarkOf-16                 	1000000000	         0.2241 ns/op	       0 B/op	       0 allocs/op
+BenchmarkMap-16                	1000000000	         0.2151 ns/op	       0 B/op	       0 allocs/op
+BenchmarkChain-16              	1000000000	         0.2100 ns/op	       0 B/op	       0 allocs/op
+BenchmarkBind-16               	 7764834	       167.4 ns/op	     184 B/op	       7 allocs/op
+BenchmarkPipeline-16           	1000000000	         0.8716 ns/op	       0 B/op	       0 allocs/op
+BenchmarkExecute-16            	1000000000	         0.2231 ns/op	       0 B/op	       0 allocs/op
+BenchmarkExecutePipeline-16    	231766047	         5.671 ns/op	       0 B/op	       0 allocs/op
+BenchmarkChainSequence-16      	1000000000	         0.9532 ns/op	       0 B/op	       0 allocs/op
+BenchmarkLeft-16               	1000000000	         0.2233 ns/op	       0 B/op	       0 allocs/op
+BenchmarkMapWithError-16       	1000000000	         0.2172 ns/op	       0 B/op	       0 allocs/op
+BenchmarkChainWithError-16     	1000000000	         0.2151 ns/op	       0 B/op	       0 allocs/op
+BenchmarkApFirst-16            	31478382	        41.02 ns/op	      48 B/op	       2 allocs/op
+BenchmarkApSecond-16           	13940001	        92.43 ns/op	     104 B/op	       4 allocs/op
+BenchmarkMonadApFirst-16       	18065812	        96.61 ns/op	      80 B/op	       3 allocs/op
+BenchmarkMonadApSecond-16      	 8618354	       216.5 ns/op	     104 B/op	       4 allocs/op
+BenchmarkFunctor-16            	 9963952	       133.3 ns/op	      80 B/op	       3 allocs/op
+BenchmarkMonad-16              	 7325534	       317.7 ns/op	     104 B/op	       4 allocs/op
+BenchmarkPointed-16            	30711267	        35.32 ns/op	      24 B/op	       1 allocs/op
+BenchmarkTraverseArray-16      	  652627	      1883 ns/op	    1592 B/op	      59 allocs/op
+BenchmarkSequenceArray-16      	 1000000	      1051 ns/op	     808 B/op	      30 allocs/op
+BenchmarkAlt-16                	1000000000	         0.5538 ns/op	       0 B/op	       0 allocs/op
+BenchmarkGetOrElse-16          	1000000000	         0.6245 ns/op	       0 B/op	       0 allocs/op
+BenchmarkFold-16               	 7670691	       168.2 ns/op	     128 B/op	       4 allocs/op
+BenchmarkFromIO-16             	1000000000	         0.4832 ns/op	       0 B/op	       0 allocs/op
+BenchmarkChainIOK-16           	 5704785	       215.3 ns/op	     128 B/op	       5 allocs/op
+BenchmarkChainFirst-16         	 4841002	       239.9 ns/op	     128 B/op	       5 allocs/op
+BenchmarkBindAllocations/Bind-16         	 1988592	       616.1 ns/op	     336 B/op	      13 allocs/op
+BenchmarkBindAllocations/DirectChainMap-16         	14671629	        82.42 ns/op	      48 B/op	       2 allocs/op
+BenchmarkMapPatterns/SimpleFunction-16             	1000000000	         0.5509 ns/op	       0 B/op	       0 allocs/op
+BenchmarkMapPatterns/InlinedLambda-16              	1000000000	         0.6880 ns/op	       0 B/op	       0 allocs/op
+BenchmarkMapPatterns/NestedMaps-16                 	100000000	        10.54 ns/op	       0 B/op	       0 allocs/op
+BenchmarkOfPatterns/IntValue-16                    	1000000000	         0.4405 ns/op	       0 B/op	       0 allocs/op
+BenchmarkOfPatterns/StructValue-16                 	1000000000	         0.4252 ns/op	       0 B/op	       0 allocs/op
+BenchmarkOfPatterns/PointerValue-16                	1000000000	         0.4587 ns/op	       0 B/op	       0 allocs/op
+BenchmarkChainPatterns/SimpleChain-16              	1000000000	         0.4593 ns/op	       0 B/op	       0 allocs/op
+BenchmarkChainPatterns/ChainSequence-16            	25868368	        47.75 ns/op	      24 B/op	       1 allocs/op
+BenchmarkErrorPaths/SuccessPath-16                 	1000000000	         0.9135 ns/op	       0 B/op	       0 allocs/op
+BenchmarkErrorPaths/ErrorPath-16                   	787269846	         1.438 ns/op	       0 B/op	       0 allocs/op
+PASS
+ok  	github.com/IBM/fp-go/v2/idiomatic/ioresult	44.835s

v2/idiomatic/ioresult/bench_test.go

@@ -0,0 +1,301 @@
+// Copyright (c) 2023 - 2025 IBM Corp.
+// All rights reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package ioresult
+
+import (
+	"testing"
+
+	F "github.com/IBM/fp-go/v2/function"
+)
+
+func BenchmarkOf(b *testing.B) {
+	for i := 0; i < b.N; i++ {
+		_ = Of(42)
+	}
+}
+
+func BenchmarkMap(b *testing.B) {
+	io := Of(42)
+	f := func(x int) int { return x * 2 }
+
+	b.ResetTimer()
+	for i := 0; i < b.N; i++ {
+		_ = Map(f)(io)
+	}
+}
+
+func BenchmarkChain(b *testing.B) {
+	io := Of(42)
+	f := func(x int) IOResult[int] { return Of(x * 2) }
+
+	b.ResetTimer()
+	for i := 0; i < b.N; i++ {
+		_ = Chain(f)(io)
+	}
+}
+
+func BenchmarkBind(b *testing.B) {
+	type Data struct {
+		Value int
+	}
+
+	io := Of(Data{Value: 0})
+	f := func(d Data) IOResult[int] { return Of(d.Value * 2) }
+	setter := func(v int) func(Data) Data {
+		return func(d Data) Data {
+			d.Value = v
+			return d
+		}
+	}
+
+	b.ResetTimer()
+	for i := 0; i < b.N; i++ {
+		_ = Bind(setter, f)(io)
+	}
+}
+
+func BenchmarkPipeline(b *testing.B) {
+	f1 := func(x int) int { return x + 1 }
+	f2 := func(x int) int { return x * 2 }
+	f3 := func(x int) int { return x - 3 }
+
+	b.ResetTimer()
+	for i := 0; i < b.N; i++ {
+		_ = F.Pipe3(
+			Of(42),
+			Map(f1),
+			Map(f2),
+			Map(f3),
+		)
+	}
+}
+
+func BenchmarkExecute(b *testing.B) {
+	io := Of(42)
+
+	b.ResetTimer()
+	for i := 0; i < b.N; i++ {
+		_, _ = io()
+	}
+}
+
+func BenchmarkExecutePipeline(b *testing.B) {
+	f1 := func(x int) int { return x + 1 }
+	f2 := func(x int) int { return x * 2 }
+	f3 := func(x int) int { return x - 3 }
+
+	b.ResetTimer()
+	for i := 0; i < b.N; i++ {
+		io := F.Pipe3(
+			Of(42),
+			Map(f1),
+			Map(f2),
+			Map(f3),
+		)
+		_, _ = io()
+	}
+}
+
+func BenchmarkChainSequence(b *testing.B) {
+	f1 := func(x int) IOResult[int] { return Of(x + 1) }
+	f2 := func(x int) IOResult[int] { return Of(x * 2) }
+	f3 := func(x int) IOResult[int] { return Of(x - 3) }
+
+	b.ResetTimer()
+	for i := 0; i < b.N; i++ {
+		_ = F.Pipe3(
+			Of(42),
+			Chain(f1),
+			Chain(f2),
+			Chain(f3),
+		)
+	}
+}
+
+func BenchmarkLeft(b *testing.B) {
+	for i := 0; i < b.N; i++ {
+		_ = Left[int](F.Constant[error](nil)())
+	}
+}
+
+func BenchmarkMapWithError(b *testing.B) {
+	io := Left[int](F.Constant[error](nil)())
+	f := func(x int) int { return x * 2 }
+
+	b.ResetTimer()
+	for i := 0; i < b.N; i++ {
+		_ = Map(f)(io)
+	}
+}
+
+func BenchmarkChainWithError(b *testing.B) {
+	io := Left[int](F.Constant[error](nil)())
+	f := func(x int) IOResult[int] { return Of(x * 2) }
+
+	b.ResetTimer()
+	for i := 0; i < b.N; i++ {
+		_ = Chain(f)(io)
+	}
+}
+
+func BenchmarkApFirst(b *testing.B) {
+	first := Of(42)
+	second := Of("test")
+
+	b.ResetTimer()
+	for i := 0; i < b.N; i++ {
+		_ = ApFirst[int](second)(first)
+	}
+}
+
+func BenchmarkApSecond(b *testing.B) {
+	first := Of(42)
+	second := Of("test")
+
+	b.ResetTimer()
+	for i := 0; i < b.N; i++ {
+		_ = ApSecond[int](second)(first)
+	}
+}
+
+func BenchmarkMonadApFirst(b *testing.B) {
+	first := Of(42)
+	second := Of("test")
+
+	b.ResetTimer()
+	for i := 0; i < b.N; i++ {
+		_ = MonadApFirst(first, second)
+	}
+}
+
+func BenchmarkMonadApSecond(b *testing.B) {
+	first := Of(42)
+	second := Of("test")
+
+	b.ResetTimer()
+	for i := 0; i < b.N; i++ {
+		_ = MonadApSecond(first, second)
+	}
+}
+
+func BenchmarkFunctor(b *testing.B) {
+	functor := Functor[int, int]()
+	io := Of(42)
+	f := func(x int) int { return x * 2 }
+
+	b.ResetTimer()
+	for i := 0; i < b.N; i++ {
+		_ = functor.Map(f)(io)
+	}
+}
+
+func BenchmarkMonad(b *testing.B) {
+	monad := Monad[int, int]()
+	f := func(x int) IOResult[int] { return Of(x * 2) }
+
+	b.ResetTimer()
+	for i := 0; i < b.N; i++ {
+		_ = monad.Chain(f)(monad.Of(42))
+	}
+}
+
+func BenchmarkPointed(b *testing.B) {
+	pointed := Pointed[int]()
+
+	b.ResetTimer()
+	for i := 0; i < b.N; i++ {
+		_ = pointed.Of(42)
+	}
+}
+
+func BenchmarkTraverseArray(b *testing.B) {
+	data := []int{1, 2, 3, 4, 5, 6, 7, 8, 9, 10}
+	f := func(x int) IOResult[int] { return Of(x * 2) }
+
+	b.ResetTimer()
+	for i := 0; i < b.N; i++ {
+		_ = TraverseArray(f)(data)
+	}
+}
+
+func BenchmarkSequenceArray(b *testing.B) {
+	data := []IOResult[int]{Of(1), Of(2), Of(3), Of(4), Of(5)}
+
+	b.ResetTimer()
+	for i := 0; i < b.N; i++ {
+		_ = SequenceArray(data)
+	}
+}
+
+func BenchmarkAlt(b *testing.B) {
+	first := Left[int](F.Constant[error](nil)())
+	second := func() IOResult[int] { return Of(42) }
+
+	b.ResetTimer()
+	for i := 0; i < b.N; i++ {
+		_ = Alt(second)(first)
+	}
+}
+
+func BenchmarkGetOrElse(b *testing.B) {
+	io := Of(42)
+	def := func(error) func() int { return func() int { return 0 } }
+
+	b.ResetTimer()
+	for i := 0; i < b.N; i++ {
+		_ = GetOrElse(def)(io)()
+	}
+}
+
+func BenchmarkFold(b *testing.B) {
+	io := Of(42)
+	onLeft := func(error) func() int { return func() int { return 0 } }
+	onRight := func(x int) func() int { return func() int { return x } }
+
+	b.ResetTimer()
+	for i := 0; i < b.N; i++ {
+		_ = Fold(onLeft, onRight)(io)()
+	}
+}
+
+func BenchmarkFromIO(b *testing.B) {
+	ioVal := func() int { return 42 }
+
+	b.ResetTimer()
+	for i := 0; i < b.N; i++ {
+		_ = FromIO(ioVal)
+	}
+}
+
+func BenchmarkChainIOK(b *testing.B) {
+	io := Of(42)
+	f := func(x int) func() int { return func() int { return x * 2 } }
+
+	b.ResetTimer()
+	for i := 0; i < b.N; i++ {
+		_ = ChainIOK(f)(io)
+	}
+}
+
+func BenchmarkChainFirst(b *testing.B) {
+	io := Of(42)
+	f := func(x int) IOResult[string] { return Of("test") }
+
+	b.ResetTimer()
+	for i := 0; i < b.N; i++ {
+		_ = ChainFirst(f)(io)
+	}
+}

v2/idiomatic/ioresult/bind.go

@@ -0,0 +1,134 @@
+// Copyright (c) 2023 - 2025 IBM Corp.
+// All rights reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package ioresult
+
+import (
+	F "github.com/IBM/fp-go/v2/function"
+	"github.com/IBM/fp-go/v2/internal/apply"
+	"github.com/IBM/fp-go/v2/internal/chain"
+	"github.com/IBM/fp-go/v2/internal/functor"
+	L "github.com/IBM/fp-go/v2/optics/lens"
+)
+
+// Do starts a do-notation computation with an initial state.
+// This is the entry point for building complex computations using the do-notation style.
+//
+//go:inline
+func Do[S any](
+	empty S,
+) IOResult[S] {
+	return Of(empty)
+}
+
+// Bind adds a computation step in do-notation, extending the state with a new field.
+// The setter function determines how the new value is added to the state.
+//
+//go:inline
+func Bind[S1, S2, T any](
+	setter func(T) func(S1) S2,
+	f Kleisli[S1, T],
+) Operator[S1, S2] {
+	return chain.Bind(
+		Chain[S1, S2],
+		Map[T, S2],
+		setter,
+		f,
+	)
+}
+
+// Let adds a pure transformation step in do-notation.
+// Unlike Bind, the function does not return an IOResult, making it suitable for pure computations.
+//
+//go:inline
+func Let[S1, S2, T any](
+	setter func(T) func(S1) S2,
+	f func(S1) T,
+) Operator[S1, S2] {
+	return functor.Let(
+		Map[S1, S2],
+		setter,
+		f,
+	)
+}
+
+// LetTo adds a constant value to the state in do-notation.
+func LetTo[S1, S2, T any](
+	setter func(T) func(S1) S2,
+	b T,
+) Operator[S1, S2] {
+	return functor.LetTo(
+		Map[S1, S2],
+		setter,
+		b,
+	)
+}
+
+// BindTo wraps a value in an initial state structure.
+// This is typically the first operation after creating an IOResult in do-notation.
+func BindTo[S1, T any](
+	setter func(T) S1,
+) Operator[T, S1] {
+	return chain.BindTo(
+		Map[T, S1],
+		setter,
+	)
+}
+
+// ApS applies an IOResult to extend the state in do-notation.
+// This is used to add independent computations that don't depend on previous results.
+func ApS[S1, S2, T any](
+	setter func(T) func(S1) S2,
+	fa IOResult[T],
+) Operator[S1, S2] {
+	return apply.ApS(
+		Ap[S2, T],
+		Map[S1, func(T) S2],
+		setter,
+		fa,
+	)
+}
+
+// ApSL applies an IOResult using a lens to update a specific field in the state.
+func ApSL[S, T any](
+	lens L.Lens[S, T],
+	fa IOResult[T],
+) Operator[S, S] {
+	return ApS(lens.Set, fa)
+}
+
+// BindL binds a computation using a lens to focus on a specific field.
+func BindL[S, T any](
+	lens L.Lens[S, T],
+	f Kleisli[T, T],
+) Operator[S, S] {
+	return Bind(lens.Set, F.Flow2(lens.Get, f))
+}
+
+// LetL applies a pure transformation using a lens to update a specific field.
+func LetL[S, T any](
+	lens L.Lens[S, T],
+	f func(T) T,
+) Operator[S, S] {
+	return Let(lens.Set, F.Flow2(lens.Get, f))
+}
+
+// LetToL sets a field to a constant value using a lens.
+func LetToL[S, T any](
+	lens L.Lens[S, T],
+	b T,
+) Operator[S, S] {
+	return LetTo(lens.Set, b)
+}

v2/idiomatic/ioresult/bind_test.go

@@ -0,0 +1,60 @@
+// Copyright (c) 2023 - 2025 IBM Corp.
+// All rights reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package ioresult
+
+import (
+	"testing"
+
+	F "github.com/IBM/fp-go/v2/function"
+	"github.com/IBM/fp-go/v2/internal/utils"
+	"github.com/stretchr/testify/assert"
+)
+
+func getLastName(s utils.Initial) IOResult[string] {
+	return Of("Doe")
+}
+
+func getGivenName(s utils.WithLastName) IOResult[string] {
+	return Of("John")
+}
+
+func TestBind(t *testing.T) {
+
+	res := F.Pipe3(
+		Do(utils.Empty),
+		Bind(utils.SetLastName, getLastName),
+		Bind(utils.SetGivenName, getGivenName),
+		Map(utils.GetFullName),
+	)
+
+	result, err := res()
+	assert.NoError(t, err)
+	assert.Equal(t, "John Doe", result)
+}
+
+func TestApS(t *testing.T) {
+
+	res := F.Pipe3(
+		Do(utils.Empty),
+		ApS(utils.SetLastName, Of("Doe")),
+		ApS(utils.SetGivenName, Of("John")),
+		Map(utils.GetFullName),
+	)
+
+	result, err := res()
+	assert.NoError(t, err)
+	assert.Equal(t, "John Doe", result)
+}

v2/idiomatic/ioresult/bracket.go

@@ -0,0 +1,42 @@
+// Copyright (c) 2023 - 2025 IBM Corp.
+// All rights reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package ioresult
+
+import "github.com/IBM/fp-go/v2/idiomatic/result"
+
+// Bracket makes sure that a resource is cleaned up in the event of an error. The release action is called regardless of
+// whether the body action returns and error or not.
+func Bracket[A, B, ANY any](
+	acquire IOResult[A],
+	use Kleisli[A, B],
+	release func(B, error) func(A) IOResult[ANY],
+) IOResult[B] {
+	return func() (B, error) {
+		a, aerr := acquire()
+		if aerr != nil {
+			return result.Left[B](aerr)
+		}
+		b, berr := use(a)()
+		_, rerr := release(b, berr)(a)()
+		if berr != nil {
+			return result.Left[B](berr)
+		}
+		if rerr != nil {
+			return result.Left[B](rerr)
+		}
+		return result.Of(b)
+	}
+}

v2/idiomatic/ioresult/bracket_test.go

@@ -0,0 +1,302 @@
+// Copyright (c) 2023 - 2025 IBM Corp.
+// All rights reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package ioresult
+
+import (
+	"errors"
+	"testing"
+
+	"github.com/stretchr/testify/assert"
+)
+
+func TestBracket(t *testing.T) {
+	t.Run("successful acquire, use, and release", func(t *testing.T) {
+		acquired := false
+		used := false
+		released := false
+
+		acquire := func() (string, error) {
+			acquired = true
+			return "resource", nil
+		}
+
+		use := func(r string) IOResult[int] {
+			return func() (int, error) {
+				used = true
+				assert.Equal(t, "resource", r)
+				return 42, nil
+			}
+		}
+
+		release := func(b int, err error) func(string) IOResult[any] {
+			return func(r string) IOResult[any] {
+				return func() (any, error) {
+					released = true
+					assert.Equal(t, "resource", r)
+					assert.Equal(t, 42, b)
+					assert.NoError(t, err)
+					return nil, nil
+				}
+			}
+		}
+
+		result := Bracket(acquire, use, release)
+		val, err := result()
+
+		assert.True(t, acquired)
+		assert.True(t, used)
+		assert.True(t, released)
+		assert.NoError(t, err)
+		assert.Equal(t, 42, val)
+	})
+
+	t.Run("acquire fails - use and release not called", func(t *testing.T) {
+		used := false
+		released := false
+
+		acquire := func() (string, error) {
+			return "", errors.New("acquire failed")
+		}
+
+		use := func(r string) IOResult[int] {
+			return func() (int, error) {
+				used = true
+				return 42, nil
+			}
+		}
+
+		release := func(b int, err error) func(string) IOResult[any] {
+			return func(r string) IOResult[any] {
+				return func() (any, error) {
+					released = true
+					return nil, nil
+				}
+			}
+		}
+
+		result := Bracket(acquire, use, release)
+		_, err := result()
+
+		assert.False(t, used)
+		assert.False(t, released)
+		assert.Error(t, err)
+		assert.Equal(t, "acquire failed", err.Error())
+	})
+
+	t.Run("use fails - release is still called", func(t *testing.T) {
+		acquired := false
+		released := false
+
+		acquire := func() (string, error) {
+			acquired = true
+			return "resource", nil
+		}
+
+		use := func(r string) IOResult[int] {
+			return func() (int, error) {
+				return 0, errors.New("use failed")
+			}
+		}
+
+		release := func(b int, err error) func(string) IOResult[any] {
+			return func(r string) IOResult[any] {
+				return func() (any, error) {
+					released = true
+					assert.Equal(t, "resource", r)
+					assert.Equal(t, 0, b)
+					assert.Error(t, err)
+					assert.Equal(t, "use failed", err.Error())
+					return nil, nil
+				}
+			}
+		}
+
+		result := Bracket(acquire, use, release)
+		_, err := result()
+
+		assert.True(t, acquired)
+		assert.True(t, released)
+		assert.Error(t, err)
+		assert.Equal(t, "use failed", err.Error())
+	})
+
+	t.Run("use succeeds but release fails", func(t *testing.T) {
+		acquired := false
+		used := false
+		released := false
+
+		acquire := func() (string, error) {
+			acquired = true
+			return "resource", nil
+		}
+
+		use := func(r string) IOResult[int] {
+			return func() (int, error) {
+				used = true
+				return 42, nil
+			}
+		}
+
+		release := func(b int, err error) func(string) IOResult[any] {
+			return func(r string) IOResult[any] {
+				return func() (any, error) {
+					released = true
+					return nil, errors.New("release failed")
+				}
+			}
+		}
+
+		result := Bracket(acquire, use, release)
+		_, err := result()
+
+		assert.True(t, acquired)
+		assert.True(t, used)
+		assert.True(t, released)
+		assert.Error(t, err)
+		assert.Equal(t, "release failed", err.Error())
+	})
+
+	t.Run("both use and release fail - use error is returned", func(t *testing.T) {
+		acquire := func() (string, error) {
+			return "resource", nil
+		}
+
+		use := func(r string) IOResult[int] {
+			return func() (int, error) {
+				return 0, errors.New("use failed")
+			}
+		}
+
+		release := func(b int, err error) func(string) IOResult[any] {
+			return func(r string) IOResult[any] {
+				return func() (any, error) {
+					assert.Error(t, err)
+					assert.Equal(t, "use failed", err.Error())
+					return nil, errors.New("release failed")
+				}
+			}
+		}
+
+		result := Bracket(acquire, use, release)
+		_, err := result()
+
+		assert.Error(t, err)
+		// use error takes precedence
+		assert.Equal(t, "use failed", err.Error())
+	})
+
+	t.Run("resource cleanup with file-like resource", func(t *testing.T) {
+		type File struct {
+			name   string
+			closed bool
+		}
+
+		var file *File
+
+		acquire := func() (*File, error) {
+			file = &File{name: "test.txt", closed: false}
+			return file, nil
+		}
+
+		use := func(f *File) IOResult[string] {
+			return func() (string, error) {
+				assert.False(t, f.closed)
+				return "file content", nil
+			}
+		}
+
+		release := func(content string, err error) func(*File) IOResult[any] {
+			return func(f *File) IOResult[any] {
+				return func() (any, error) {
+					f.closed = true
+					return nil, nil
+				}
+			}
+		}
+
+		result := Bracket(acquire, use, release)
+		content, err := result()
+
+		assert.NoError(t, err)
+		assert.Equal(t, "file content", content)
+		assert.True(t, file.closed)
+	})
+
+	t.Run("release receives both value and error from use", func(t *testing.T) {
+		var receivedValue int
+		var receivedError error
+
+		acquire := func() (string, error) {
+			return "resource", nil
+		}
+
+		use := func(r string) IOResult[int] {
+			return func() (int, error) {
+				return 100, errors.New("use error")
+			}
+		}
+
+		release := func(b int, err error) func(string) IOResult[any] {
+			return func(r string) IOResult[any] {
+				return func() (any, error) {
+					receivedValue = b
+					receivedError = err
+					return nil, nil
+				}
+			}
+		}
+
+		result := Bracket(acquire, use, release)
+		_, _ = result()
+
+		assert.Equal(t, 100, receivedValue)
+		assert.Error(t, receivedError)
+		assert.Equal(t, "use error", receivedError.Error())
+	})
+
+	t.Run("release receives zero value and nil when use succeeds", func(t *testing.T) {
+		var receivedValue int
+		var receivedError error
+
+		acquire := func() (string, error) {
+			return "resource", nil
+		}
+
+		use := func(r string) IOResult[int] {
+			return func() (int, error) {
+				return 42, nil
+			}
+		}
+
+		release := func(b int, err error) func(string) IOResult[any] {
+			return func(r string) IOResult[any] {
+				return func() (any, error) {
+					receivedValue = b
+					receivedError = err
+					return nil, nil
+				}
+			}
+		}
+
+		result := Bracket(acquire, use, release)
+		val, err := result()
+
+		assert.NoError(t, err)
+		assert.Equal(t, 42, val)
+		assert.Equal(t, 42, receivedValue)
+		assert.NoError(t, receivedError)
+	})
+}

v2/idiomatic/ioresult/coverage.out

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v2/idiomatic/ioresult/doc.go

@@ -0,0 +1,198 @@
+// Copyright (c) 2023 - 2025 IBM Corp.
+// All rights reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+// Package ioresult provides functional programming combinators for working with IO operations
+// that can fail with errors, following Go's idiomatic (value, error) tuple pattern.
+//
+// # Overview
+//
+// IOResult[A] represents a computation that performs IO and returns either a value of type A
+// or an error. It is defined as:
+//
+//	type IOResult[A any] = func() (A, error)
+//
+// This is the idiomatic Go version of IOEither, using Go's standard error handling pattern
+// instead of the Either monad. It combines:
+//   - IO effects (functions that perform side effects)
+//   - Error handling via Go's (value, error) tuple return pattern
+//
+// # Why Parameterless Functions Represent IO Operations
+//
+// The key insight behind IOResult is that a function returning a value without taking any
+// input can only produce that value through side effects. Consider:
+//
+//	func() int { return 42 }              // Pure: always returns 42
+//	func() int { return readFromFile() }  // Impure: result depends on external state
+//
+// When a parameterless function returns different values on different calls, or when it
+// interacts with the outside world (filesystem, network, random number generator, current
+// time, database), it is performing a side effect - an observable interaction with state
+// outside the function's scope.
+//
+// # Lazy Evaluation and Referential Transparency
+//
+// IOResult provides two critical benefits:
+//
+// 1. **Lazy Evaluation**: The side effect doesn't happen when you create the IOResult,
+//    only when you call it (execute it). This allows you to build complex computations
+//    as pure data structures and defer execution until needed.
+//
+//	    // This doesn't read the file yet, just describes how to read it
+//	    readConfig := func() (Config, error) { return os.ReadFile("config.json") }
+//
+//	    // Still hasn't read the file, just composed operations
+//	    parsed := Map(parseJSON)(readConfig)
+//
+//	    // NOW it reads the file and parses it
+//	    config, err := parsed()
+//
+// 2. **Referential Transparency of the Description**: While the IO operation itself has
+//    side effects, the IOResult value (the function) is referentially transparent. You can
+//    pass it around, compose it, and reason about it without triggering the side effect.
+//    The side effect only occurs when you explicitly call the function.
+//
+// # Distinguishing Pure from Impure Operations
+//
+// The type system makes the distinction clear:
+//
+//	// Pure function: always returns the same output for the same input
+//	func double(x int) int { return x * 2 }
+//
+//	// Impure operation: encapsulated in IOResult
+//	func readFile(path string) IOResult[[]byte] {
+//	    return func() ([]byte, error) {
+//	        return os.ReadFile(path)  // Side effect: file system access
+//	    }
+//	}
+//
+// The IOResult type explicitly marks operations as having side effects, making the
+// distinction between pure and impure code visible in the type system. This allows
+// developers to:
+//   - Identify which parts of the code interact with external state
+//   - Test pure logic separately from IO operations
+//   - Compose IO operations while keeping them lazy
+//   - Control when and where side effects occur
+//
+// # Examples of Side Effects Captured by IOResult
+//
+// IOResult is appropriate for operations that:
+//   - Read from or write to files, databases, or network
+//   - Generate random numbers
+//   - Read the current time
+//   - Modify mutable state
+//   - Interact with external APIs
+//   - Execute system commands
+//   - Acquire or release resources
+//
+// Example:
+//
+//	// Each call potentially returns a different value
+//	getCurrentTime := func() (time.Time, error) {
+//	    return time.Now(), nil  // Side effect: reads system clock
+//	}
+//
+//	// Each call reads from external state
+//	readDatabase := func() (User, error) {
+//	    return db.Query("SELECT * FROM users WHERE id = ?", 1)
+//	}
+//
+//	// Composes multiple IO operations
+//	pipeline := F.Pipe2(
+//	    getCurrentTime,
+//	    Chain(func(t time.Time) IOResult[string] {
+//	        return func() (string, error) {
+//	            return fmt.Sprintf("Time: %v", t), nil
+//	        }
+//	    }),
+//	)
+//
+// # Core Concepts
+//
+// IOResult follows functional programming principles:
+//   - Functor: Transform successful values with Map
+//   - Applicative: Combine multiple IOResults with Ap, ApS
+//   - Monad: Chain dependent computations with Chain, Bind
+//   - Error recovery: Handle errors with ChainLeft, Alt
+//
+// # Basic Usage
+//
+// Creating IOResult values:
+//
+//	success := Of(42)                          // Right value
+//	failure := Left[int](errors.New("error"))  // Left (error) value
+//
+// Transforming values:
+//
+//	doubled := Map(func(x int) int { return x * 2 })(success)
+//
+// Chaining computations:
+//
+//	result := Chain(func(x int) IOResult[string] {
+//	    return Of(fmt.Sprintf("%d", x))
+//	})(success)
+//
+// # Do Notation
+//
+// The package supports do-notation style composition for building complex computations:
+//
+//	result := F.Pipe5(
+//	    Of("John"),
+//	    BindTo(T.Of[string]),
+//	    ApS(T.Push1[string, int], Of(42)),
+//	    Bind(T.Push2[string, int, string], func(t T.Tuple2[string, int]) IOResult[string] {
+//	        return Of(fmt.Sprintf("%s: %d", t.F1, t.F2))
+//	    }),
+//	    Map(transform),
+//	)
+//
+// # Error Handling
+//
+// IOResult provides several ways to handle errors:
+//   - ChainLeft: Transform error values into new computations
+//   - Alt: Provide alternative computations when an error occurs
+//   - GetOrElse: Extract values with a default for errors
+//   - Fold: Handle both success and error cases explicitly
+//
+// # Concurrency
+//
+// IOResult supports both sequential and parallel execution:
+//   - ApSeq, TraverseArraySeq: Sequential execution
+//   - ApPar, TraverseArrayPar: Parallel execution (default)
+//   - Ap, TraverseArray: Defaults to parallel execution
+//
+// # Resource Management
+//
+// The package provides resource management utilities:
+//   - Bracket: Acquire, use, and release resources safely
+//   - WithResource: Scoped resource management
+//   - WithLock: Execute operations within a lock scope
+//
+// # Conversion Functions
+//
+// IOResult interoperates with other types:
+//   - FromEither: Convert Either to IOResult
+//   - FromResult: Convert (value, error) tuple to IOResult
+//   - FromOption: Convert Option to IOResult
+//   - FromIO: Convert pure IO to IOResult (always succeeds)
+//
+// # Examples
+//
+// See the example tests for detailed usage patterns:
+//   - examples_create_test.go: Creating IOResult values
+//   - examples_do_test.go: Using do-notation
+//   - examples_extract_test.go: Extracting values from IOResult
+package ioresult
+
+//go:generate go run .. ioeither --count 10 --filename gen.go

v2/idiomatic/ioresult/eq.go

@@ -0,0 +1,37 @@
+// Copyright (c) 2023 - 2025 IBM Corp.
+// All rights reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package ioresult
+
+import (
+	EQ "github.com/IBM/fp-go/v2/eq"
+	"github.com/IBM/fp-go/v2/idiomatic/result"
+)
+
+// Eq implements the equals predicate for values contained in the IOEither monad
+// Eq constructs an equality predicate for IOResult values.
+// The comparison function receives (value, error) tuples from both IOResults.
+func Eq[A any](eq func(A, error) func(A, error) bool) EQ.Eq[IOResult[A]] {
+	return EQ.FromEquals(func(l, r IOResult[A]) bool {
+		return eq(l())(r())
+	})
+}
+
+// FromStrictEquals constructs an [EQ.Eq] from the canonical comparison function
+// FromStrictEquals constructs an Eq from Go's built-in equality (==) for comparable types.
+// Both the value and error must match for two IOResults to be considered equal.
+func FromStrictEquals[A comparable]() EQ.Eq[IOResult[A]] {
+	return Eq(result.FromStrictEquals[A]())
+}

v2/idiomatic/ioresult/eq_test.go

@@ -0,0 +1,47 @@
+// Copyright (c) 2023 - 2025 IBM Corp.
+// All rights reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package ioresult
+
+import (
+	"errors"
+	"testing"
+
+	"github.com/stretchr/testify/assert"
+)
+
+func TestEq(t *testing.T) {
+
+	r1 := Of(1)
+	r2 := Of(1)
+	r3 := Of(2)
+
+	err1 := errors.New("a")
+	e1 := Left[int](err1)
+	e2 := Left[int](err1) // Same error instance
+	e3 := Left[int](errors.New("b"))
+
+	eq := FromStrictEquals[int]()
+
+	assert.True(t, eq.Equals(r1, r1))
+	assert.True(t, eq.Equals(r1, r2))
+	assert.False(t, eq.Equals(r1, r3))
+	assert.False(t, eq.Equals(r1, e1))
+
+	assert.True(t, eq.Equals(e1, e1))
+	assert.True(t, eq.Equals(e1, e2))
+	assert.False(t, eq.Equals(e1, e3))
+	assert.False(t, eq.Equals(e2, r2))
+}

v2/idiomatic/ioresult/examples_create_test.go

@@ -0,0 +1,87 @@
+// Copyright (c) 2023 - 2025 IBM Corp.
+// All rights reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package ioresult
+
+import (
+	"fmt"
+
+	E "github.com/IBM/fp-go/v2/either"
+)
+
+func ExampleIOResult_creation() {
+	// Build an IOResult
+	leftValue := Left[string](fmt.Errorf("some error"))
+	rightValue := Right("value")
+
+	// Convert from Either
+	eitherValue := E.Of[error](42)
+	ioFromEither := FromEither(eitherValue)
+
+	// some predicate
+	isEven := func(num int) (int, error) {
+		if num%2 == 0 {
+			return num, nil
+		}
+		return 0, fmt.Errorf("%d is an odd number", num)
+	}
+	fromEven := Eitherize1(isEven)
+	leftFromPred := fromEven(3)
+	rightFromPred := fromEven(4)
+
+	// Convert results to Either for display
+	val1, err1 := leftValue()
+	if err1 != nil {
+		fmt.Printf("Left[*errors.errorString](%s)\n", err1.Error())
+	} else {
+		fmt.Printf("Right[string](%s)\n", val1)
+	}
+
+	val2, err2 := rightValue()
+	if err2 != nil {
+		fmt.Printf("Left[*errors.errorString](%s)\n", err2.Error())
+	} else {
+		fmt.Printf("Right[string](%s)\n", val2)
+	}
+
+	val3, err3 := ioFromEither()
+	if err3 != nil {
+		fmt.Printf("Left[*errors.errorString](%s)\n", err3.Error())
+	} else {
+		fmt.Printf("Right[int](%d)\n", val3)
+	}
+
+	val4, err4 := leftFromPred()
+	if err4 != nil {
+		fmt.Printf("Left[*errors.errorString](%s)\n", err4.Error())
+	} else {
+		fmt.Printf("Right[int](%d)\n", val4)
+	}
+
+	val5, err5 := rightFromPred()
+	if err5 != nil {
+		fmt.Printf("Left[*errors.errorString](%s)\n", err5.Error())
+	} else {
+		fmt.Printf("Right[int](%d)\n", val5)
+	}
+
+	// Output:
+	// Left[*errors.errorString](some error)
+	// Right[string](value)
+	// Right[int](42)
+	// Left[*errors.errorString](3 is an odd number)
+	// Right[int](4)
+
+}

v2/idiomatic/ioresult/examples_do_test.go

@@ -0,0 +1,62 @@
+// Copyright (c) 2023 - 2025 IBM Corp.
+// All rights reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package ioresult
+
+import (
+	"fmt"
+	"log"
+
+	F "github.com/IBM/fp-go/v2/function"
+	"github.com/IBM/fp-go/v2/io"
+	T "github.com/IBM/fp-go/v2/tuple"
+)
+
+func ExampleIOResult_do() {
+	foo := Of("foo")
+	bar := Of(1)
+
+	// quux consumes the state of three bindings and returns an [IO] instead of an [IOResult]
+	quux := func(t T.Tuple3[string, int, string]) IO[any] {
+		return io.FromImpure(func() {
+			log.Printf("t1: %s, t2: %d, t3: %s", t.F1, t.F2, t.F3)
+		})
+	}
+
+	transform := func(t T.Tuple3[string, int, string]) int {
+		return len(t.F1) + t.F2 + len(t.F3)
+	}
+
+	b := F.Pipe5(
+		foo,
+		BindTo(T.Of[string]),
+		ApS(T.Push1[string, int], bar),
+		Bind(T.Push2[string, int, string], func(t T.Tuple2[string, int]) IOResult[string] {
+			return Of(fmt.Sprintf("%s%d", t.F1, t.F2))
+		}),
+		ChainFirstIOK(quux),
+		Map(transform),
+	)
+
+	val, err := b()
+	if err != nil {
+		fmt.Printf("Left[error](%s)\n", err.Error())
+	} else {
+		fmt.Printf("Right[int](%d)\n", val)
+	}
+
+	// Output:
+	// Right[int](8)
+}

v2/idiomatic/ioresult/examples_extract_test.go

@@ -0,0 +1,46 @@
+// Copyright (c) 2023 - 2025 IBM Corp.
+// All rights reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package ioresult
+
+import (
+	"fmt"
+
+	E "github.com/IBM/fp-go/v2/either"
+	F "github.com/IBM/fp-go/v2/function"
+	"github.com/IBM/fp-go/v2/io"
+)
+
+func ExampleIOResult_extraction() {
+	// IOResult
+	someIOResult := Right(42)
+	value, err := someIOResult() // (42, nil)
+	if err == nil {
+		fmt.Println(E.Of[error](value)) // Convert to Either for display
+	}
+
+	// Or more directly using GetOrElse
+	infallibleIO := GetOrElse(F.Constant1[error](io.Of(0)))(someIOResult) // => io returns 42
+	valueFromIO := infallibleIO()                                          // => 42
+
+	fmt.Println(value)
+	fmt.Println(valueFromIO)
+
+	// Output:
+	// Right[int](42)
+	// 42
+	// 42
+
+}

v2/idiomatic/ioresult/exec/exec.go

@@ -0,0 +1,152 @@
+// Copyright (c) 2023 - 2025 IBM Corp.
+// All rights reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+// Package exec provides utilities for executing system commands with IOResult-based error handling.
+//
+// This package wraps system command execution in the IOResult monad, which represents
+// IO operations that can fail with errors using Go's idiomatic (value, error) tuple pattern.
+// Unlike the result/exec package, these operations explicitly acknowledge their side-effectful
+// nature by returning IOResult instead of plain Result.
+//
+// # Overview
+//
+// The exec package is designed for executing system commands as IO operations that may fail.
+// Since command execution is inherently side-effectful (it interacts with the operating system,
+// may produce different results over time, and has observable effects), IOResult is the
+// appropriate abstraction.
+//
+// # Basic Usage
+//
+// The primary function is Command, which executes a system command:
+//
+//	import (
+//	    "github.com/IBM/fp-go/v2/bytes"
+//	    "github.com/IBM/fp-go/v2/exec"
+//	    "github.com/IBM/fp-go/v2/function"
+//	    "github.com/IBM/fp-go/v2/idiomatic/ioresult"
+//	    ioexec "github.com/IBM/fp-go/v2/idiomatic/ioresult/exec"
+//	)
+//
+//	// Execute a command and get the output
+//	version := F.Pipe1(
+//	    ioexec.Command("openssl")([]string{"version"})([]byte{}),
+//	    ioresult.Map(F.Flow2(
+//	        exec.StdOut,
+//	        bytes.ToString,
+//	    )),
+//	)
+//
+//	// Run the IO operation
+//	result, err := version()
+//	if err != nil {
+//	    log.Fatal(err)
+//	}
+//	fmt.Println(result)
+//
+// # Command Output
+//
+// Commands return exec.CommandOutput, which contains both stdout and stderr as byte slices.
+// Use exec.StdOut and exec.StdErr to extract the respective streams:
+//
+//	output := ioexec.Command("ls")([]string{"-la"})([]byte{})
+//	result := ioresult.Map(func(out exec.CommandOutput) string {
+//	    stdout := exec.StdOut(out)
+//	    stderr := exec.StdErr(out)
+//	    return bytes.ToString(stdout)
+//	})(output)
+//
+// # Composing Commands
+//
+// Commands can be composed using IOResult combinators:
+//
+//	// Chain multiple commands together
+//	pipeline := F.Pipe2(
+//	    ioexec.Command("echo")([]string{"hello world"})([]byte{}),
+//	    ioresult.Chain(func(out exec.CommandOutput) ioexec.IOResult[exec.CommandOutput] {
+//	        input := exec.StdOut(out)
+//	        return ioexec.Command("tr")([]string{"a-z", "A-Z"})(input)
+//	    }),
+//	    ioresult.Map(F.Flow2(exec.StdOut, bytes.ToString)),
+//	)
+//
+// # Error Handling
+//
+// Commands return errors for various failure conditions:
+//   - Command not found
+//   - Non-zero exit status
+//   - Permission errors
+//   - System resource errors
+//
+// Handle errors using IOResult's error handling combinators:
+//
+//	safeCommand := F.Pipe1(
+//	    ioexec.Command("risky-command")([]string{})([]byte{}),
+//	    ioresult.Alt(func() (exec.CommandOutput, error) {
+//	        // Fallback on error
+//	        return exec.CommandOutput{}, nil
+//	    }),
+//	)
+package exec
+
+import (
+	"context"
+
+	"github.com/IBM/fp-go/v2/exec"
+	"github.com/IBM/fp-go/v2/function"
+	INTE "github.com/IBM/fp-go/v2/internal/exec"
+)
+
+var (
+	// Command executes a system command with side effects and returns an IOResult.
+	//
+	// This function is curried to allow partial application. It takes three parameters:
+	//   - name: The command name or path to execute
+	//   - args: Command-line arguments as a slice of strings
+	//   - in: Input bytes to send to the command's stdin
+	//
+	// Returns IOResult[exec.CommandOutput] which, when executed, will run the command
+	// and return either the command output or an error.
+	//
+	// The command is executed using the system's default shell context. The output
+	// contains both stdout and stderr as byte slices, accessible via exec.StdOut
+	// and exec.StdErr respectively.
+	//
+	// Example:
+	//
+	//	// Simple command execution
+	//	version := Command("node")([]string{"--version"})([]byte{})
+	//	result, err := version()
+	//
+	//	// With input piped to stdin
+	//	echo := Command("cat")([]string{})([]byte("hello world"))
+	//
+	//	// Partial application for reuse
+	//	git := Command("git")
+	//	status := git([]string{"status"})([]byte{})
+	//	log := git([]string{"log", "--oneline"})([]byte{})
+	//
+	//	// Composed with IOResult combinators
+	//	result := F.Pipe1(
+	//	    Command("openssl")([]string{"version"})([]byte{}),
+	//	    ioresult.Map(F.Flow2(exec.StdOut, bytes.ToString)),
+	//	)
+	Command = function.Curry3(command)
+)
+
+func command(name string, args []string, in []byte) IOResult[exec.CommandOutput] {
+	return func() (exec.CommandOutput, error) {
+		return INTE.Exec(context.Background(), name, args, in)
+	}
+}

v2/idiomatic/ioresult/exec/exec_test.go

@@ -0,0 +1,44 @@
+//   Copyright (c) 2023 IBM Corp.
+//   All rights reserved.
+//
+//   Licensed under the Apache License, Version 2.0 (the "License");
+//   you may not use this file except in compliance with the License.
+//   You may obtain a copy of the License at
+//
+//   http://www.apache.org/licenses/LICENSE-2.0
+//
+//   Unless required by applicable law or agreed to in writing, software
+//   distributed under the License is distributed on an "AS IS" BASIS,
+//   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+//   See the License for the specific language governing permissions and
+//   limitations under the License.
+
+package exec
+
+import (
+	"strings"
+	"testing"
+
+	RA "github.com/IBM/fp-go/v2/array"
+	B "github.com/IBM/fp-go/v2/bytes"
+	"github.com/IBM/fp-go/v2/exec"
+	F "github.com/IBM/fp-go/v2/function"
+	"github.com/IBM/fp-go/v2/idiomatic/ioresult"
+	"github.com/stretchr/testify/assert"
+)
+
+func TestOpenSSL(t *testing.T) {
+	// execute the openSSL binary
+	version := F.Pipe1(
+		Command("openssl")(RA.From("version"))(B.Monoid.Empty()),
+		ioresult.Map(F.Flow3(
+			exec.StdOut,
+			B.ToString,
+			strings.TrimSpace,
+		)),
+	)
+
+	result, err := version()
+	assert.NoError(t, err)
+	assert.NotEmpty(t, result)
+}

v2/idiomatic/ioresult/exec/types.go

@@ -0,0 +1,63 @@
+// Copyright (c) 2023 - 2025 IBM Corp.
+// All rights reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package exec
+
+import (
+	"github.com/IBM/fp-go/v2/idiomatic/ioresult"
+)
+
+type (
+	// IOResult represents an IO operation that may fail with an error.
+	// It is defined as func() (T, error), following Go's idiomatic error handling pattern.
+	//
+	// This type is re-exported from the ioresult package for convenience when working
+	// with command execution, allowing users to reference exec.IOResult instead of
+	// importing the ioresult package separately.
+	IOResult[T any] = ioresult.IOResult[T]
+
+	// Kleisli represents a function from A to IOResult[B].
+	// Named after Heinrich Kleisli, it represents a monadic arrow in the IOResult monad.
+	//
+	// Kleisli functions are useful for chaining operations where each step may perform
+	// IO and may fail. They can be composed using IOResult's Chain function.
+	//
+	// Example:
+	//
+	//	type Kleisli[A, B any] func(A) IOResult[B]
+	//
+	//	parseConfig := func(path string) IOResult[Config] { ... }
+	//	validateConfig := func(cfg Config) IOResult[Config] { ... }
+	//
+	//	// Compose Kleisli functions
+	//	loadAndValidate := Chain(validateConfig)(parseConfig("/config.yml"))
+	Kleisli[A, B any] = ioresult.Kleisli[A, B]
+
+	// Operator represents a function that transforms one IOResult into another.
+	// It maps IOResult[A] to IOResult[B], useful for defining reusable transformations.
+	//
+	// Example:
+	//
+	//	type Operator[A, B any] func(IOResult[A]) IOResult[B]
+	//
+	//	addLogging := func(io IOResult[string]) IOResult[string] {
+	//	    return func() (string, error) {
+	//	        result, err := io()
+	//	        log.Printf("Result: %v, Error: %v", result, err)
+	//	        return result, err
+	//	    }
+	//	}
+	Operator[A, B any] = ioresult.Operator[A, B]
+)

v2/idiomatic/ioresult/file/dir.go

@@ -0,0 +1,34 @@
+// Copyright (c) 2023 - 2025 IBM Corp.
+// All rights reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package file
+
+import (
+	"os"
+)
+
+// MkdirAll create a sequence of directories, see [os.MkdirAll]
+func MkdirAll(path string, perm os.FileMode) IOResult[string] {
+	return func() (string, error) {
+		return path, os.MkdirAll(path, perm)
+	}
+}
+
+// Mkdir create a directory, see [os.Mkdir]
+func Mkdir(path string, perm os.FileMode) IOResult[string] {
+	return func() (string, error) {
+		return path, os.Mkdir(path, perm)
+	}
+}

v2/idiomatic/ioresult/file/dir_test.go

@@ -0,0 +1,128 @@
+// Copyright (c) 2023 - 2025 IBM Corp.
+// All rights reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package file
+
+import (
+	"os"
+	"path/filepath"
+	"testing"
+
+	"github.com/stretchr/testify/assert"
+)
+
+func TestMkdir(t *testing.T) {
+	t.Run("successful mkdir", func(t *testing.T) {
+		tmpDir := t.TempDir()
+		newDir := filepath.Join(tmpDir, "testdir")
+
+		result := Mkdir(newDir, 0755)
+		path, err := result()
+
+		assert.NoError(t, err)
+		assert.Equal(t, newDir, path)
+
+		// Verify directory was created
+		info, err := os.Stat(newDir)
+		assert.NoError(t, err)
+		assert.True(t, info.IsDir())
+	})
+
+	t.Run("mkdir with existing directory", func(t *testing.T) {
+		tmpDir := t.TempDir()
+
+		result := Mkdir(tmpDir, 0755)
+		_, err := result()
+
+		assert.Error(t, err)
+	})
+
+	t.Run("mkdir with parent directory not existing", func(t *testing.T) {
+		result := Mkdir("/non/existent/parent/child", 0755)
+		_, err := result()
+
+		assert.Error(t, err)
+	})
+}
+
+func TestMkdirAll(t *testing.T) {
+	t.Run("successful mkdir all", func(t *testing.T) {
+		tmpDir := t.TempDir()
+		nestedDir := filepath.Join(tmpDir, "level1", "level2", "level3")
+
+		result := MkdirAll(nestedDir, 0755)
+		path, err := result()
+
+		assert.NoError(t, err)
+		assert.Equal(t, nestedDir, path)
+
+		// Verify all directories were created
+		info, err := os.Stat(nestedDir)
+		assert.NoError(t, err)
+		assert.True(t, info.IsDir())
+
+		// Verify intermediate directories
+		level1 := filepath.Join(tmpDir, "level1")
+		info1, err := os.Stat(level1)
+		assert.NoError(t, err)
+		assert.True(t, info1.IsDir())
+
+		level2 := filepath.Join(tmpDir, "level1", "level2")
+		info2, err := os.Stat(level2)
+		assert.NoError(t, err)
+		assert.True(t, info2.IsDir())
+	})
+
+	t.Run("mkdirall with existing directory", func(t *testing.T) {
+		tmpDir := t.TempDir()
+
+		result := MkdirAll(tmpDir, 0755)
+		path, err := result()
+
+		// MkdirAll should succeed even if directory exists
+		assert.NoError(t, err)
+		assert.Equal(t, tmpDir, path)
+	})
+
+	t.Run("mkdirall single level", func(t *testing.T) {
+		tmpDir := t.TempDir()
+		newDir := filepath.Join(tmpDir, "single")
+
+		result := MkdirAll(newDir, 0755)
+		path, err := result()
+
+		assert.NoError(t, err)
+		assert.Equal(t, newDir, path)
+
+		info, err := os.Stat(newDir)
+		assert.NoError(t, err)
+		assert.True(t, info.IsDir())
+	})
+
+	t.Run("mkdirall with file in path", func(t *testing.T) {
+		tmpDir := t.TempDir()
+		filePath := filepath.Join(tmpDir, "file.txt")
+
+		// Create a file
+		err := os.WriteFile(filePath, []byte("content"), 0644)
+		assert.NoError(t, err)
+
+		// Try to create a directory where file exists
+		result := MkdirAll(filepath.Join(filePath, "subdir"), 0755)
+		_, err = result()
+
+		assert.Error(t, err)
+	})
+}

v2/idiomatic/ioresult/file/file.go

@@ -0,0 +1,55 @@
+// Copyright (c) 2023 - 2025 IBM Corp.
+// All rights reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package file
+
+import (
+	"io"
+	"os"
+
+	"github.com/IBM/fp-go/v2/idiomatic/ioresult"
+)
+
+var (
+	// Open opens a file for reading
+	Open = ioresult.Eitherize1(os.Open)
+	// Create opens a file for writing
+	Create = ioresult.Eitherize1(os.Create)
+	// ReadFile reads the context of a file
+	ReadFile = ioresult.Eitherize1(os.ReadFile)
+)
+
+// WriteFile writes a data blob to a file
+func WriteFile(dstName string, perm os.FileMode) Kleisli[[]byte, []byte] {
+	return func(data []byte) IOResult[[]byte] {
+		return func() ([]byte, error) {
+			return data, os.WriteFile(dstName, data, perm)
+		}
+	}
+}
+
+// Remove removes a file by name
+func Remove(name string) IOResult[string] {
+	return func() (string, error) {
+		return name, os.Remove(name)
+	}
+}
+
+// Close closes an object
+func Close[C io.Closer](c C) IOResult[any] {
+	return func() (any, error) {
+		return c, c.Close()
+	}
+}

v2/idiomatic/ioresult/file/file_test.go

@@ -0,0 +1,234 @@
+// Copyright (c) 2023 - 2025 IBM Corp.
+// All rights reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package file
+
+import (
+	"os"
+	"path/filepath"
+	"testing"
+
+	"github.com/stretchr/testify/assert"
+	"github.com/stretchr/testify/require"
+)
+
+func TestOpen(t *testing.T) {
+	t.Run("successful open", func(t *testing.T) {
+		// Create a temporary file
+		tmpFile, err := os.CreateTemp("", "test-open-*.txt")
+		require.NoError(t, err)
+		tmpPath := tmpFile.Name()
+		tmpFile.Close()
+		defer os.Remove(tmpPath)
+
+		// Write some content
+		err = os.WriteFile(tmpPath, []byte("test content"), 0644)
+		require.NoError(t, err)
+
+		// Test Open
+		result := Open(tmpPath)
+		file, err := result()
+
+		assert.NoError(t, err)
+		assert.NotNil(t, file)
+		file.Close()
+	})
+
+	t.Run("open non-existent file", func(t *testing.T) {
+		result := Open("/path/that/does/not/exist.txt")
+		_, err := result()
+
+		assert.Error(t, err)
+	})
+}
+
+func TestCreate(t *testing.T) {
+	t.Run("successful create", func(t *testing.T) {
+		tmpDir := t.TempDir()
+		testPath := filepath.Join(tmpDir, "new-file.txt")
+
+		result := Create(testPath)
+		file, err := result()
+
+		assert.NoError(t, err)
+		assert.NotNil(t, file)
+
+		// Verify file was created
+		_, statErr := os.Stat(testPath)
+		assert.NoError(t, statErr)
+
+		file.Close()
+	})
+
+	t.Run("create in non-existent directory", func(t *testing.T) {
+		result := Create("/non/existent/directory/file.txt")
+		_, err := result()
+
+		assert.Error(t, err)
+	})
+}
+
+func TestReadFile(t *testing.T) {
+	t.Run("successful read", func(t *testing.T) {
+		tmpFile, err := os.CreateTemp("", "test-read-*.txt")
+		require.NoError(t, err)
+		tmpPath := tmpFile.Name()
+		defer os.Remove(tmpPath)
+
+		expectedContent := []byte("Hello, World!")
+		_, err = tmpFile.Write(expectedContent)
+		require.NoError(t, err)
+		tmpFile.Close()
+
+		result := ReadFile(tmpPath)
+		content, err := result()
+
+		assert.NoError(t, err)
+		assert.Equal(t, expectedContent, content)
+	})
+
+	t.Run("read non-existent file", func(t *testing.T) {
+		result := ReadFile("/non/existent/file.txt")
+		_, err := result()
+
+		assert.Error(t, err)
+	})
+
+	t.Run("read empty file", func(t *testing.T) {
+		tmpFile, err := os.CreateTemp("", "test-empty-*.txt")
+		require.NoError(t, err)
+		tmpPath := tmpFile.Name()
+		tmpFile.Close()
+		defer os.Remove(tmpPath)
+
+		result := ReadFile(tmpPath)
+		content, err := result()
+
+		assert.NoError(t, err)
+		assert.Empty(t, content)
+	})
+}
+
+func TestWriteFile(t *testing.T) {
+	t.Run("successful write", func(t *testing.T) {
+		tmpDir := t.TempDir()
+		testPath := filepath.Join(tmpDir, "write-test.txt")
+		testData := []byte("test data")
+
+		result := WriteFile(testPath, 0644)(testData)
+		returnedData, err := result()
+
+		assert.NoError(t, err)
+		assert.Equal(t, testData, returnedData)
+
+		// Verify file content
+		content, err := os.ReadFile(testPath)
+		require.NoError(t, err)
+		assert.Equal(t, testData, content)
+	})
+
+	t.Run("write to invalid path", func(t *testing.T) {
+		testData := []byte("test data")
+		result := WriteFile("/non/existent/dir/file.txt", 0644)(testData)
+		_, err := result()
+
+		assert.Error(t, err)
+	})
+
+	t.Run("overwrite existing file", func(t *testing.T) {
+		tmpFile, err := os.CreateTemp("", "test-overwrite-*.txt")
+		require.NoError(t, err)
+		tmpPath := tmpFile.Name()
+		tmpFile.Close()
+		defer os.Remove(tmpPath)
+
+		// Write initial content
+		err = os.WriteFile(tmpPath, []byte("initial"), 0644)
+		require.NoError(t, err)
+
+		// Overwrite with new content
+		newData := []byte("overwritten")
+		result := WriteFile(tmpPath, 0644)(newData)
+		returnedData, err := result()
+
+		assert.NoError(t, err)
+		assert.Equal(t, newData, returnedData)
+
+		// Verify new content
+		content, err := os.ReadFile(tmpPath)
+		require.NoError(t, err)
+		assert.Equal(t, newData, content)
+	})
+}
+
+func TestRemove(t *testing.T) {
+	t.Run("successful remove", func(t *testing.T) {
+		tmpFile, err := os.CreateTemp("", "test-remove-*.txt")
+		require.NoError(t, err)
+		tmpPath := tmpFile.Name()
+		tmpFile.Close()
+
+		result := Remove(tmpPath)
+		name, err := result()
+
+		assert.NoError(t, err)
+		assert.Equal(t, tmpPath, name)
+
+		// Verify file is removed
+		_, statErr := os.Stat(tmpPath)
+		assert.True(t, os.IsNotExist(statErr))
+	})
+
+	t.Run("remove non-existent file", func(t *testing.T) {
+		result := Remove("/non/existent/file.txt")
+		_, err := result()
+
+		assert.Error(t, err)
+	})
+}
+
+func TestClose(t *testing.T) {
+	t.Run("successful close", func(t *testing.T) {
+		tmpFile, err := os.CreateTemp("", "test-close-*.txt")
+		require.NoError(t, err)
+		tmpPath := tmpFile.Name()
+		defer os.Remove(tmpPath)
+
+		result := Close(tmpFile)
+		_, err = result()
+
+		assert.NoError(t, err)
+
+		// Verify file is closed by attempting to write
+		_, writeErr := tmpFile.Write([]byte("test"))
+		assert.Error(t, writeErr)
+	})
+
+	t.Run("close already closed file", func(t *testing.T) {
+		tmpFile, err := os.CreateTemp("", "test-close-twice-*.txt")
+		require.NoError(t, err)
+		tmpPath := tmpFile.Name()
+		defer os.Remove(tmpPath)
+
+		// Close once
+		tmpFile.Close()
+
+		// Close again via Close function
+		result := Close(tmpFile)
+		_, err = result()
+
+		assert.Error(t, err)
+	})
+}

v2/idiomatic/ioresult/file/readall.go

@@ -0,0 +1,40 @@
+// Copyright (c) 2023 - 2025 IBM Corp.
+// All rights reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package file
+
+import (
+	"io"
+
+	FL "github.com/IBM/fp-go/v2/file"
+	F "github.com/IBM/fp-go/v2/function"
+	"github.com/IBM/fp-go/v2/idiomatic/ioresult"
+)
+
+var (
+	// readAll is the adapted version of [io.ReadAll]
+	readAll = ioresult.Eitherize1(io.ReadAll)
+)
+
+// ReadAll uses a generator function to create a stream, reads it and closes it
+func ReadAll[R io.ReadCloser](acquire IOResult[R]) IOResult[[]byte] {
+	return F.Pipe1(
+		F.Flow2(
+			FL.ToReader[R],
+			readAll,
+		),
+		ioresult.WithResource[[]byte](acquire, Close[R]),
+	)
+}

v2/idiomatic/ioresult/file/readall_test.go

@@ -0,0 +1,137 @@
+// Copyright (c) 2023 - 2025 IBM Corp.
+// All rights reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package file
+
+import (
+	"os"
+	"path/filepath"
+	"testing"
+
+	"github.com/stretchr/testify/assert"
+	"github.com/stretchr/testify/require"
+)
+
+func TestReadAll(t *testing.T) {
+	t.Run("successful read all", func(t *testing.T) {
+
+		tmpFile, err := os.CreateTemp("", "test-readall-*.txt")
+		require.NoError(t, err)
+		tmpPath := tmpFile.Name()
+		defer os.Remove(tmpPath)
+
+		expectedContent := []byte("Hello, ReadAll!")
+		_, err = tmpFile.Write(expectedContent)
+		require.NoError(t, err)
+		tmpFile.Close()
+
+		result := ReadAll(Open(tmpPath))
+		content, err := result()
+
+		assert.NoError(t, err)
+		assert.Equal(t, expectedContent, content)
+	})
+
+	t.Run("read all ensures file is closed", func(t *testing.T) {
+		tmpFile, err := os.CreateTemp("", "test-readall-close-*.txt")
+		require.NoError(t, err)
+		tmpPath := tmpFile.Name()
+		defer os.Remove(tmpPath)
+
+		testContent := []byte("test data for close")
+		_, err = tmpFile.Write(testContent)
+		require.NoError(t, err)
+		tmpFile.Close()
+
+		var capturedFile *os.File
+		acquire := func() (*os.File, error) {
+			f, err := os.Open(tmpPath)
+			capturedFile = f
+			return f, err
+		}
+
+		result := ReadAll(acquire)
+		content, err := result()
+
+		assert.NoError(t, err)
+		assert.Equal(t, testContent, content)
+
+		// Verify file is closed by trying to read
+		buf := make([]byte, 10)
+		_, readErr := capturedFile.Read(buf)
+		assert.Error(t, readErr)
+	})
+
+	t.Run("read all with open failure", func(t *testing.T) {
+		result := ReadAll(Open("/non/existent/file.txt"))
+		_, err := result()
+
+		assert.Error(t, err)
+	})
+
+	t.Run("read all empty file", func(t *testing.T) {
+		tmpFile, err := os.CreateTemp("", "test-readall-empty-*.txt")
+		require.NoError(t, err)
+		tmpPath := tmpFile.Name()
+		tmpFile.Close()
+		defer os.Remove(tmpPath)
+
+		result := ReadAll(Open(tmpPath))
+		content, err := result()
+
+		assert.NoError(t, err)
+		assert.Empty(t, content)
+	})
+
+	t.Run("read all large file", func(t *testing.T) {
+		tmpDir := t.TempDir()
+		testPath := filepath.Join(tmpDir, "large-file.txt")
+
+		// Create a larger file
+		largeContent := make([]byte, 10000)
+		for i := range largeContent {
+			largeContent[i] = byte('A' + (i % 26))
+		}
+
+		err := os.WriteFile(testPath, largeContent, 0644)
+		require.NoError(t, err)
+
+		result := ReadAll(Open(testPath))
+		content, err := result()
+
+		assert.NoError(t, err)
+		assert.Equal(t, largeContent, content)
+		assert.Len(t, content, 10000)
+	})
+
+	t.Run("read all with binary data", func(t *testing.T) {
+		tmpFile, err := os.CreateTemp("", "test-readall-binary-*.bin")
+		require.NoError(t, err)
+		tmpPath := tmpFile.Name()
+		defer os.Remove(tmpPath)
+
+		// Write binary data
+		binaryContent := []byte{0x00, 0x01, 0x02, 0xFF, 0xFE, 0xFD}
+		_, err = tmpFile.Write(binaryContent)
+		require.NoError(t, err)
+		tmpFile.Close()
+
+		result := ReadAll(Open(tmpPath))
+		content, err := result()
+
+		assert.NoError(t, err)
+		assert.Equal(t, binaryContent, content)
+	})
+}

v2/idiomatic/ioresult/file/tempfile.go

@@ -0,0 +1,44 @@
+// Copyright (c) 2023 - 2025 IBM Corp.
+// All rights reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package file
+
+import (
+	"os"
+
+	F "github.com/IBM/fp-go/v2/function"
+	"github.com/IBM/fp-go/v2/idiomatic/ioresult"
+	"github.com/IBM/fp-go/v2/io"
+	IOF "github.com/IBM/fp-go/v2/io/file"
+)
+
+var (
+	// CreateTemp created a temp file with proper parametrization
+	CreateTemp = ioresult.Eitherize2(os.CreateTemp)
+	// onCreateTempFile creates a temp file with sensible defaults
+	onCreateTempFile = CreateTemp("", "*")
+	// destroy handler
+	onReleaseTempFile = F.Flow4(
+		IOF.Close[*os.File],
+		io.Map((*os.File).Name),
+		ioresult.FromIO[string],
+		ioresult.Chain(Remove),
+	)
+)
+
+// WithTempFile creates a temporary file, then invokes a callback to create a resource based on the file, then close and remove the temp file
+func WithTempFile[A any](f Kleisli[*os.File, A]) IOResult[A] {
+	return ioresult.WithResource[A](onCreateTempFile, onReleaseTempFile)(f)
+}

v2/idiomatic/ioresult/file/tempfile_test.go

@@ -0,0 +1,53 @@
+// Copyright (c) 2023 - 2025 IBM Corp.
+// All rights reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package file
+
+import (
+	"os"
+	"testing"
+
+	F "github.com/IBM/fp-go/v2/function"
+	"github.com/IBM/fp-go/v2/idiomatic/ioresult"
+	"github.com/stretchr/testify/assert"
+)
+
+func TestWithTempFile(t *testing.T) {
+
+	res := F.Pipe2(
+		[]byte("Carsten"),
+		onWriteAll[*os.File],
+		WithTempFile,
+	)
+
+	result, err := res()
+	assert.NoError(t, err)
+	assert.Equal(t, []byte("Carsten"), result)
+}
+
+func TestWithTempFileOnClosedFile(t *testing.T) {
+
+	res := WithTempFile(func(f *os.File) IOResult[[]byte] {
+		return F.Pipe2(
+			f,
+			onWriteAll[*os.File]([]byte("Carsten")),
+			ioresult.ChainFirst(F.Constant1[[]byte](Close(f))),
+		)
+	})
+
+	result, err := res()
+	assert.NoError(t, err)
+	assert.Equal(t, []byte("Carsten"), result)
+}

v2/idiomatic/ioresult/file/types.go

@@ -0,0 +1,11 @@
+package file
+
+import (
+	"github.com/IBM/fp-go/v2/idiomatic/ioresult"
+)
+
+type (
+	IOResult[T any]    = ioresult.IOResult[T]
+	Kleisli[A, B any]  = ioresult.Kleisli[A, B]
+	Operator[A, B any] = ioresult.Operator[A, B]
+)

v2/idiomatic/ioresult/file/write.go

@@ -0,0 +1,50 @@
+// Copyright (c) 2023 - 2025 IBM Corp.
+// All rights reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package file
+
+import (
+	"io"
+
+	"github.com/IBM/fp-go/v2/idiomatic/ioresult"
+)
+
+func onWriteAll[W io.Writer](data []byte) Kleisli[W, []byte] {
+	return func(w W) IOResult[[]byte] {
+		return func() ([]byte, error) {
+			_, err := w.Write(data)
+			return data, err
+		}
+	}
+}
+
+// WriteAll uses a generator function to create a stream, writes data to it and closes it
+func WriteAll[W io.WriteCloser](data []byte) Operator[W, []byte] {
+	onWrite := onWriteAll[W](data)
+	return func(onCreate IOResult[W]) IOResult[[]byte] {
+		return ioresult.WithResource[[]byte](
+			onCreate,
+			Close[W])(
+			onWrite,
+		)
+	}
+}
+
+// Write uses a generator function to create a stream, writes data to it and closes it
+func Write[R any, W io.WriteCloser](acquire IOResult[W]) Kleisli[Kleisli[W, R], R] {
+	return ioresult.WithResource[R](
+		acquire,
+		Close[W])
+}

v2/idiomatic/ioresult/file/write_test.go

@@ -0,0 +1,200 @@
+// Copyright (c) 2023 - 2025 IBM Corp.
+// All rights reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package file
+
+import (
+	"os"
+	"path/filepath"
+	"testing"
+
+	F "github.com/IBM/fp-go/v2/function"
+	"github.com/IBM/fp-go/v2/idiomatic/ioresult"
+	"github.com/stretchr/testify/assert"
+	"github.com/stretchr/testify/require"
+)
+
+func TestWriteAll(t *testing.T) {
+	t.Run("successful write all", func(t *testing.T) {
+		tmpDir := t.TempDir()
+		testPath := filepath.Join(tmpDir, "writeall-test.txt")
+		testData := []byte("Hello, WriteAll!")
+
+		acquire := Create(testPath)
+		result := F.Pipe1(
+			acquire,
+			WriteAll[*os.File](testData),
+		)
+
+		returnedData, err := result()
+
+		assert.NoError(t, err)
+		assert.Equal(t, testData, returnedData)
+
+		// Verify file content
+		content, err := os.ReadFile(testPath)
+		require.NoError(t, err)
+		assert.Equal(t, testData, content)
+	})
+
+	t.Run("write all ensures file is closed", func(t *testing.T) {
+		tmpDir := t.TempDir()
+		testPath := filepath.Join(tmpDir, "writeall-close-test.txt")
+		testData := []byte("test data")
+
+		var capturedFile *os.File
+		acquire := func() (*os.File, error) {
+			f, err := os.Create(testPath)
+			capturedFile = f
+			return f, err
+		}
+
+		result := F.Pipe1(
+			ioresult.FromResult(acquire()),
+			WriteAll[*os.File](testData),
+		)
+
+		_, err := result()
+		assert.NoError(t, err)
+
+		// Verify file is closed by trying to write to it
+		_, writeErr := capturedFile.Write([]byte("more"))
+		assert.Error(t, writeErr)
+	})
+
+	t.Run("write all with acquire failure", func(t *testing.T) {
+		testData := []byte("test data")
+
+		acquire := Create("/non/existent/dir/file.txt")
+		result := F.Pipe1(
+			acquire,
+			WriteAll[*os.File](testData),
+		)
+
+		_, err := result()
+		assert.Error(t, err)
+	})
+
+	t.Run("write all with empty data", func(t *testing.T) {
+		tmpDir := t.TempDir()
+		testPath := filepath.Join(tmpDir, "empty-writeall.txt")
+
+		acquire := Create(testPath)
+		result := F.Pipe1(
+			acquire,
+			WriteAll[*os.File]([]byte{}),
+		)
+
+		returnedData, err := result()
+
+		assert.NoError(t, err)
+		assert.Empty(t, returnedData)
+
+		// Verify file exists and is empty
+		content, err := os.ReadFile(testPath)
+		require.NoError(t, err)
+		assert.Empty(t, content)
+	})
+}
+
+func TestWrite(t *testing.T) {
+	t.Run("successful write with resource management", func(t *testing.T) {
+		tmpDir := t.TempDir()
+		testPath := filepath.Join(tmpDir, "write-test.txt")
+		testData := []byte("test content")
+
+		acquire := Create(testPath)
+		useFile := func(f *os.File) IOResult[int] {
+			return func() (int, error) {
+				return f.Write(testData)
+			}
+		}
+
+		result := Write[int](acquire)(useFile)
+		bytesWritten, err := result()
+
+		assert.NoError(t, err)
+		assert.Equal(t, len(testData), bytesWritten)
+
+		// Verify file content
+		content, err := os.ReadFile(testPath)
+		require.NoError(t, err)
+		assert.Equal(t, testData, content)
+	})
+
+	t.Run("write ensures cleanup on success", func(t *testing.T) {
+		tmpDir := t.TempDir()
+		testPath := filepath.Join(tmpDir, "write-cleanup-test.txt")
+
+		var capturedFile *os.File
+		acquire := func() (*os.File, error) {
+			f, err := os.Create(testPath)
+			capturedFile = f
+			return f, err
+		}
+
+		useFile := func(f *os.File) IOResult[string] {
+			return func() (string, error) {
+				_, err := f.Write([]byte("data"))
+				return "success", err
+			}
+		}
+
+		result := Write[string](ioresult.FromResult(acquire()))(useFile)
+		_, err := result()
+
+		assert.NoError(t, err)
+
+		// Verify file is closed
+		_, writeErr := capturedFile.Write([]byte("more"))
+		assert.Error(t, writeErr)
+	})
+
+	t.Run("write ensures cleanup on failure", func(t *testing.T) {
+		tmpDir := t.TempDir()
+		testPath := filepath.Join(tmpDir, "write-fail-test.txt")
+
+		var capturedFile *os.File
+		acquire := func() (*os.File, error) {
+			f, err := os.Create(testPath)
+			capturedFile = f
+			return f, err
+		}
+
+		useFile := func(f *os.File) IOResult[string] {
+			return ioresult.Left[string](assert.AnError)
+		}
+
+		result := Write[string](ioresult.FromResult(acquire()))(useFile)
+		_, err := result()
+
+		assert.Error(t, err)
+
+		// Verify file is still closed even on error
+		_, writeErr := capturedFile.Write([]byte("more"))
+		assert.Error(t, writeErr)
+	})
+
+	t.Run("write with acquire failure", func(t *testing.T) {
+		useFile := func(f *os.File) IOResult[string] {
+			return ioresult.Of("should not run")
+		}
+
+		result := Write[string](Create("/non/existent/dir/file.txt"))(useFile)
+		_, err := result()
+
+		assert.Error(t, err)
+	})
+}

v2/idiomatic/ioresult/http/builder/builder.go

@@ -0,0 +1,67 @@
+// Copyright (c) 2023 - 2025 IBM Corp.
+// All rights reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package builder
+
+import (
+	"bytes"
+	"net/http"
+	"strconv"
+
+	F "github.com/IBM/fp-go/v2/function"
+	R "github.com/IBM/fp-go/v2/http/builder"
+	H "github.com/IBM/fp-go/v2/http/headers"
+	"github.com/IBM/fp-go/v2/idiomatic/ioresult"
+	IOEH "github.com/IBM/fp-go/v2/idiomatic/ioresult/http"
+	"github.com/IBM/fp-go/v2/lazy"
+	"github.com/IBM/fp-go/v2/option"
+	"github.com/IBM/fp-go/v2/result"
+)
+
+func Requester(builder *R.Builder) IOEH.Requester {
+
+	withBody := F.Curry3(func(data []byte, url string, method string) IOResult[*http.Request] {
+		return func() (*http.Request, error) {
+			req, err := http.NewRequest(method, url, bytes.NewReader(data))
+			if err == nil {
+				req.Header.Set(H.ContentLength, strconv.Itoa(len(data)))
+				H.Monoid.Concat(req.Header, builder.GetHeaders())
+			}
+			return req, err
+		}
+	})
+
+	withoutBody := F.Curry2(func(url string, method string) IOResult[*http.Request] {
+		return func() (*http.Request, error) {
+			req, err := http.NewRequest(method, url, nil)
+			if err == nil {
+				H.Monoid.Concat(req.Header, builder.GetHeaders())
+			}
+			return req, err
+		}
+	})
+
+	return F.Pipe5(
+		builder.GetBody(),
+		option.Fold(lazy.Of(result.Of(withoutBody)), result.Map(withBody)),
+		result.Ap[func(string) IOResult[*http.Request]](builder.GetTargetURL()),
+		result.Flap[IOResult[*http.Request]](builder.GetMethod()),
+		result.GetOrElse(ioresult.Left[*http.Request]),
+		ioresult.Map(func(req *http.Request) *http.Request {
+			req.Header = H.Monoid.Concat(req.Header, builder.GetHeaders())
+			return req
+		}),
+	)
+}

v2/idiomatic/ioresult/http/builder/builder_test.go

@@ -0,0 +1,58 @@
+// Copyright (c) 2023 - 2025 IBM Corp.
+// All rights reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package builder
+
+import (
+	"net/http"
+	"net/url"
+	"testing"
+
+	F "github.com/IBM/fp-go/v2/function"
+	R "github.com/IBM/fp-go/v2/http/builder"
+	"github.com/IBM/fp-go/v2/idiomatic/ioresult"
+	E "github.com/IBM/fp-go/v2/idiomatic/result"
+	"github.com/IBM/fp-go/v2/io"
+	"github.com/stretchr/testify/assert"
+)
+
+func TestBuilderWithQuery(t *testing.T) {
+	// add some query
+	withLimit := R.WithQueryArg("limit")("10")
+	withURL := R.WithURL("http://www.example.org?a=b")
+
+	b := F.Pipe2(
+		R.Default,
+		withLimit,
+		withURL,
+	)
+
+	req := F.Pipe3(
+		b,
+		Requester,
+		ioresult.Map(func(r *http.Request) *url.URL {
+			return r.URL
+		}),
+		ioresult.ChainFirstIOK(func(u *url.URL) io.IO[any] {
+			return io.FromImpure(func() {
+				q := u.Query()
+				assert.Equal(t, "10", q.Get("limit"))
+				assert.Equal(t, "b", q.Get("a"))
+			})
+		}),
+	)
+
+	assert.True(t, E.IsRight(req()))
+}

v2/idiomatic/ioresult/http/builder/types.go

@@ -0,0 +1,22 @@
+// Copyright (c) 2025 IBM Corp.
+// All rights reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package builder
+
+import "github.com/IBM/fp-go/v2/idiomatic/ioresult"
+
+type (
+	IOResult[A any] = ioresult.IOResult[A]
+)

v2/idiomatic/ioresult/http/request.go

@@ -0,0 +1,137 @@
+// Copyright (c) 2023 - 2025 IBM Corp.
+// All rights reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package http
+
+import (
+	"bytes"
+	"io"
+	"net/http"
+
+	B "github.com/IBM/fp-go/v2/bytes"
+	FL "github.com/IBM/fp-go/v2/file"
+	F "github.com/IBM/fp-go/v2/function"
+	H "github.com/IBM/fp-go/v2/http"
+	"github.com/IBM/fp-go/v2/idiomatic/ioresult"
+	IOEF "github.com/IBM/fp-go/v2/idiomatic/ioresult/file"
+	J "github.com/IBM/fp-go/v2/json"
+	P "github.com/IBM/fp-go/v2/pair"
+)
+
+type (
+	client struct {
+		delegate *http.Client
+		doIOE    Kleisli[*http.Request, *http.Response]
+	}
+)
+
+var (
+	// MakeRequest is an eitherized version of [http.NewRequest]
+	MakeRequest = ioresult.Eitherize3(http.NewRequest)
+	makeRequest = F.Bind13of3(MakeRequest)
+
+	// specialize
+	MakeGetRequest = makeRequest("GET", nil)
+)
+
+// MakeBodyRequest creates a request that carries a body
+func MakeBodyRequest(method string, body IOResult[[]byte]) Kleisli[string, *http.Request] {
+	onBody := F.Pipe1(
+		body,
+		ioresult.Map(F.Flow2(
+			bytes.NewReader,
+			FL.ToReader[*bytes.Reader],
+		)),
+	)
+	onRelease := ioresult.Of[io.Reader]
+	withMethod := F.Bind1of3(MakeRequest)(method)
+
+	return F.Flow2(
+		F.Bind1of2(withMethod),
+		ioresult.WithResource[*http.Request](onBody, onRelease),
+	)
+}
+
+func (client client) Do(req Requester) IOResult[*http.Response] {
+	return F.Pipe1(
+		req,
+		ioresult.Chain(client.doIOE),
+	)
+}
+
+func MakeClient(httpClient *http.Client) Client {
+	return client{delegate: httpClient, doIOE: ioresult.Eitherize1(httpClient.Do)}
+}
+
+// ReadFullResponse sends a request,  reads the response as a byte array and represents the result as a tuple
+func ReadFullResponse(client Client) Kleisli[Requester, H.FullResponse] {
+	return F.Flow3(
+		client.Do,
+		ioresult.ChainEitherK(H.ValidateResponse),
+		ioresult.Chain(func(resp *http.Response) IOResult[H.FullResponse] {
+			// var x R.Reader[*http.Response, IOResult[[]byte]] = F.Flow3(
+			// 	H.GetBody,
+			// 	ioresult.Of,
+			// 	IOEF.ReadAll,
+			// )
+
+			return F.Pipe1(
+				F.Pipe3(
+					resp,
+					H.GetBody,
+					ioresult.Of,
+					IOEF.ReadAll,
+				),
+				ioresult.Map(F.Bind1st(P.MakePair[*http.Response, []byte], resp)),
+			)
+		}),
+	)
+}
+
+// ReadAll sends a request and reads the response as bytes
+func ReadAll(client Client) Kleisli[Requester, []byte] {
+	return F.Flow2(
+		ReadFullResponse(client),
+		ioresult.Map(H.Body),
+	)
+}
+
+// ReadText sends a request, reads the response and represents the response as a text string
+func ReadText(client Client) Kleisli[Requester, string] {
+	return F.Flow2(
+		ReadAll(client),
+		ioresult.Map(B.ToString),
+	)
+}
+
+// readJSON sends a request, reads the response and parses the response as a []byte
+func readJSON(client Client) Kleisli[Requester, []byte] {
+	return F.Flow3(
+		ReadFullResponse(client),
+		ioresult.ChainFirstEitherK(F.Flow2(
+			H.Response,
+			H.ValidateJSONResponse,
+		)),
+		ioresult.Map(H.Body),
+	)
+}
+
+// ReadJSON sends a request, reads the response and parses the response as JSON
+func ReadJSON[A any](client Client) Kleisli[Requester, A] {
+	return F.Flow2(
+		readJSON(client),
+		ioresult.ChainEitherK(J.Unmarshal[A]),
+	)
+}

v2/idiomatic/ioresult/http/retry_test.go

@@ -0,0 +1,71 @@
+// Copyright (c) 2023 - 2025 IBM Corp.
+// All rights reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package http
+
+import (
+	"net"
+	"net/http"
+	"testing"
+	"time"
+
+	AR "github.com/IBM/fp-go/v2/array"
+	"github.com/IBM/fp-go/v2/errors"
+	F "github.com/IBM/fp-go/v2/function"
+	"github.com/IBM/fp-go/v2/idiomatic/ioresult"
+	E "github.com/IBM/fp-go/v2/idiomatic/result"
+	O "github.com/IBM/fp-go/v2/option"
+	R "github.com/IBM/fp-go/v2/retry"
+	"github.com/stretchr/testify/assert"
+)
+
+var expLogBackoff = R.ExponentialBackoff(250 * time.Millisecond)
+
+// our retry policy with a 1s cap
+var testLogPolicy = R.CapDelay(
+	2*time.Second,
+	R.Monoid.Concat(expLogBackoff, R.LimitRetries(20)),
+)
+
+type PostItem struct {
+	UserID uint   `json:"userId"`
+	Id     uint   `json:"id"`
+	Title  string `json:"title"`
+	Body   string `json:"body"`
+}
+
+func TestRetryHttp(t *testing.T) {
+	// URLs to try, the first URLs have an invalid hostname
+	urls := AR.From("https://jsonplaceholder1.typicode.com/posts/1", "https://jsonplaceholder2.typicode.com/posts/1", "https://jsonplaceholder3.typicode.com/posts/1", "https://jsonplaceholder4.typicode.com/posts/1", "https://jsonplaceholder.typicode.com/posts/1")
+	client := MakeClient(&http.Client{})
+
+	action := func(status R.RetryStatus) IOResult[*PostItem] {
+		return F.Pipe1(
+			MakeGetRequest(urls[status.IterNumber]),
+			ReadJSON[*PostItem](client),
+		)
+	}
+
+	check := E.Fold(
+		F.Flow2(
+			errors.As[*net.DNSError](),
+			O.IsSome[*net.DNSError],
+		),
+		F.Constant1[*PostItem](false),
+	)
+
+	_, err := ioresult.Retrying(testLogPolicy, action, check)()
+	assert.NoError(t, err)
+}

v2/idiomatic/ioresult/http/types.go

@@ -0,0 +1,17 @@
+package http
+
+import (
+	"net/http"
+
+	"github.com/IBM/fp-go/v2/idiomatic/ioresult"
+)
+
+type (
+	IOResult[A any]   = ioresult.IOResult[A]
+	Kleisli[A, B any] = ioresult.Kleisli[A, B]
+	Requester         = IOResult[*http.Request]
+
+	Client interface {
+		Do(Requester) IOResult[*http.Response]
+	}
+)

v2/idiomatic/ioresult/ioeither.go

@@ -0,0 +1,796 @@
+// Copyright (c) 2023 - 2025 IBM Corp.
+// All rights reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package ioresult
+
+import (
+	"sync"
+	"time"
+
+	"github.com/IBM/fp-go/v2/either"
+	"github.com/IBM/fp-go/v2/function"
+	"github.com/IBM/fp-go/v2/idiomatic/result"
+	"github.com/IBM/fp-go/v2/internal/chain"
+	"github.com/IBM/fp-go/v2/internal/fromio"
+	"github.com/IBM/fp-go/v2/internal/functor"
+	"github.com/IBM/fp-go/v2/io"
+	RES "github.com/IBM/fp-go/v2/result"
+)
+
+const (
+	// useParallel is the feature flag to control if we use the parallel or the sequential implementation of ap
+	useParallel = true
+)
+
+// Left creates an IOResult that represents a failed computation with the given error.
+// When executed, it returns the zero value for type A and the provided error.
+func Left[A any](l error) IOResult[A] {
+	return func() (A, error) {
+		return result.Left[A](l)
+	}
+}
+
+// Right creates an IOResult that represents a successful computation with the given value.
+// When executed, it returns the provided value and nil error.
+func Right[A any](r A) IOResult[A] {
+	return func() (A, error) {
+		return result.Of(r)
+	}
+}
+
+// Of creates an IOResult that represents a successful computation with the given value.
+// This is an alias for Right and is the Pointed functor implementation.
+//
+//go:inline
+func Of[A any](r A) IOResult[A] {
+	return Right(r)
+}
+
+// MonadOf is a monadic constructor that wraps a value in an IOResult.
+// This is an alias for Of and provides the standard monad interface.
+//
+//go:inline
+func MonadOf[A any](r A) IOResult[A] {
+	return Of(r)
+}
+
+// LeftIO creates an IOResult from an IO computation that produces an error.
+// The error from the IO is used as the Left value.
+func LeftIO[A any](ml IO[error]) IOResult[A] {
+	return func() (a A, e error) {
+		e = ml()
+		return
+	}
+}
+
+// RightIO creates an IOResult from an IO computation that produces a value.
+// The IO is executed and its result is wrapped in a successful IOResult.
+func RightIO[A any](mr IO[A]) IOResult[A] {
+	return func() (A, error) {
+		return result.Of(mr())
+	}
+}
+
+// FromEither converts an Either (Result[A]) to an IOResult.
+// Either's Left becomes an error, Either's Right becomes a successful value.
+func FromEither[A any](e Result[A]) IOResult[A] {
+	return func() (A, error) {
+		return RES.Unwrap(e)
+	}
+}
+
+// FromResult converts a (value, error) tuple to an IOResult.
+// This is the primary way to convert Go's standard error handling pattern to IOResult.
+func FromResult[A any](a A, err error) IOResult[A] {
+	return func() (A, error) {
+		return a, err
+	}
+}
+
+// FromOption converts an Option (represented as value, bool) to an IOResult.
+// If the bool is true, the value is wrapped in a successful IOResult.
+// If the bool is false, onNone is called to generate the error.
+func FromOption[A any](onNone Lazy[error]) func(A, bool) IOResult[A] {
+	return func(a A, ok bool) IOResult[A] {
+		return func() (A, error) {
+			if ok {
+				return result.Of(a)
+			}
+			return result.Left[A](onNone())
+		}
+	}
+}
+
+// ChainOptionK chains a function that returns an Option (value, bool).
+// The None case (false) is converted to an error using onNone.
+func ChainOptionK[A, B any](onNone Lazy[error]) func(func(A) (B, bool)) Operator[A, B] {
+	return func(f func(A) (B, bool)) Operator[A, B] {
+		return func(i IOResult[A]) IOResult[B] {
+			return func() (B, error) {
+				a, err := i()
+				if err != nil {
+					return result.Left[B](err)
+				}
+				b, ok := f(a)
+				if ok {
+					return result.Of(b)
+				}
+				return result.Left[B](onNone())
+			}
+		}
+	}
+}
+
+// MonadChainIOK chains an IO kleisli function to an IOResult.
+// If the IOResult fails, the function is not executed. Otherwise, the IO is executed and wrapped.
+func MonadChainIOK[A, B any](ma IOResult[A], f io.Kleisli[A, B]) IOResult[B] {
+	return fromio.MonadChainIOK(
+		MonadChain[A, B],
+		FromIO[B],
+		ma,
+		f,
+	)
+}
+
+// ChainIOK returns an operator that chains an IO kleisli function to an IOResult.
+// The IO computation is wrapped in a successful IOResult context.
+//
+//go:inline
+func ChainIOK[A, B any](f io.Kleisli[A, B]) Operator[A, B] {
+	return fromio.ChainIOK(
+		Chain[A, B],
+		FromIO[B],
+		f,
+	)
+}
+
+// ChainLazyK returns an operator that chains a lazy computation to an IOResult.
+// This is an alias for ChainIOK since Lazy and IO are equivalent.
+//
+//go:inline
+func ChainLazyK[A, B any](f func(A) Lazy[B]) Operator[A, B] {
+	return ChainIOK(f)
+}
+
+// FromIO converts an IO computation to an IOResult that always succeeds.
+// This is an alias for RightIO.
+//
+//go:inline
+func FromIO[A any](mr IO[A]) IOResult[A] {
+	return RightIO(mr)
+}
+
+// FromLazy converts a lazy computation to an IOResult that always succeeds.
+// This is an alias for FromIO since Lazy and IO are equivalent.
+//
+//go:inline
+func FromLazy[A any](mr Lazy[A]) IOResult[A] {
+	return FromIO(mr)
+}
+
+// MonadMap transforms the value inside an IOResult using the given function.
+// If the IOResult is a Left (error), the function is not applied.
+func MonadMap[A, B any](fa IOResult[A], f func(A) B) IOResult[B] {
+	return func() (B, error) {
+		a, err := fa()
+		if err != nil {
+			return result.Left[B](err)
+		}
+		return result.Of(f(a))
+	}
+}
+
+// Map returns an operator that transforms values using the given function.
+// This is the Functor map operation for IOResult.
+func Map[A, B any](f func(A) B) Operator[A, B] {
+	return function.Bind2nd(MonadMap[A, B], f)
+}
+
+// MonadMapTo replaces the value in an IOResult with a constant value.
+// If the IOResult is an error, the error is preserved.
+//
+//go:inline
+func MonadMapTo[A, B any](fa IOResult[A], b B) IOResult[B] {
+	return MonadMap(fa, function.Constant1[A](b))
+}
+
+// MapTo returns an operator that replaces the value with a constant.
+// This is useful for discarding the result while keeping the computational context.
+//
+//go:inline
+func MapTo[A, B any](b B) Operator[A, B] {
+	return function.Bind2nd(MonadMapTo[A, B], b)
+}
+
+// MonadChain chains a kleisli function that depends on the current value.
+// This is the Monad bind operation for IOResult.
+func MonadChain[A, B any](fa IOResult[A], f Kleisli[A, B]) IOResult[B] {
+	return func() (B, error) {
+		a, err := fa()
+		if err != nil {
+			return result.Left[B](err)
+		}
+		return f(a)()
+	}
+}
+
+// Chain returns an operator that chains a kleisli function.
+// This enables dependent computations where the next step depends on the previous result.
+//
+//go:inline
+func Chain[A, B any](f Kleisli[A, B]) Operator[A, B] {
+	return function.Bind2nd(MonadChain[A, B], f)
+}
+
+// MonadChainEitherK chains a function that returns an Either.
+// The Either is converted to IOResult: Left becomes error, Right becomes success.
+func MonadChainEitherK[A, B any](ma IOResult[A], f either.Kleisli[error, A, B]) IOResult[B] {
+	return func() (B, error) {
+		a, err := ma()
+		if err != nil {
+			return result.Left[B](err)
+		}
+		return either.Unwrap(f(a))
+	}
+}
+
+// ChainEitherK returns an operator that chains a function returning Either.
+// Either's Left becomes an error, Right becomes a successful value.
+//
+//go:inline
+func ChainEitherK[A, B any](f either.Kleisli[error, A, B]) Operator[A, B] {
+	return function.Bind2nd(MonadChainEitherK[A, B], f)
+}
+
+// MonadChainResultK chains a function that returns a (value, error) tuple.
+// This allows chaining standard Go functions that return errors.
+func MonadChainResultK[A, B any](ma IOResult[A], f result.Kleisli[A, B]) IOResult[B] {
+	return func() (B, error) {
+		a, err := ma()
+		if err != nil {
+			return result.Left[B](err)
+		}
+		return f(a)
+	}
+}
+
+// ChainResultK returns an operator that chains a function returning (value, error).
+// This enables integration with standard Go error handling patterns.
+//
+//go:inline
+func ChainResultK[A, B any](f result.Kleisli[A, B]) Operator[A, B] {
+	return function.Bind2nd(MonadChainResultK[A, B], f)
+}
+
+// MonadAp applies a function wrapped in IOResult to a value wrapped in IOResult.
+// This is the Applicative apply operation. The implementation delegates to either
+// the parallel (MonadApPar) or sequential (MonadApSeq) version based on useParallel flag.
+//
+//go:inline
+func MonadAp[B, A any](mab IOResult[func(A) B], ma IOResult[A]) IOResult[B] {
+	if useParallel {
+		return MonadApPar(mab, ma)
+	}
+	return MonadApSeq(mab, ma)
+}
+
+// Ap returns an operator that applies a function in IOResult context.
+// This enables applicative-style programming with IOResult values.
+//
+//go:inline
+func Ap[B, A any](ma IOResult[A]) Operator[func(A) B, B] {
+	if useParallel {
+		return ApPar[B](ma)
+	}
+	return ApSeq[B](ma)
+}
+
+// MonadApPar applies a function to a value, executing both in parallel.
+// Both IOResults are executed concurrently for better performance.
+func MonadApPar[B, A any](mab IOResult[func(A) B], ma IOResult[A]) IOResult[B] {
+	return func() (B, error) {
+		var wg sync.WaitGroup
+		wg.Add(1)
+
+		var fab func(A) B
+		var faberr error
+
+		go func() {
+			defer wg.Done()
+			fab, faberr = mab()
+		}()
+
+		fa, faerr := ma()
+		wg.Wait()
+
+		if faberr != nil {
+			return result.Left[B](faberr)
+		}
+		if faerr != nil {
+			return result.Left[B](faerr)
+		}
+
+		return result.Of(fab(fa))
+	}
+}
+
+// ApPar returns an operator that applies a function to a value in parallel.
+// This is the operator form of MonadApPar.
+//
+//go:inline
+func ApPar[B, A any](ma IOResult[A]) Operator[func(A) B, B] {
+	return function.Bind2nd(MonadApPar[B, A], ma)
+}
+
+// MonadApSeq applies a function to a value sequentially.
+// The function IOResult is executed first, then the value IOResult.
+func MonadApSeq[B, A any](mab IOResult[func(A) B], ma IOResult[A]) IOResult[B] {
+	return func() (B, error) {
+		fab, err := mab()
+		if err != nil {
+			return result.Left[B](err)
+		}
+
+		fa, err := ma()
+		if err != nil {
+			return result.Left[B](err)
+		}
+
+		return result.Of(fab(fa))
+	}
+}
+
+// ApSeq returns an operator that applies a function to a value sequentially.
+// This is the operator form of MonadApSeq.
+//
+//go:inline
+func ApSeq[B, A any](ma IOResult[A]) func(IOResult[func(A) B]) IOResult[B] {
+	return function.Bind2nd(MonadApSeq[B, A], ma)
+}
+
+// Flatten removes one level of nesting from a nested IOResult.
+// This is equivalent to joining or flattening the structure: IOResult[IOResult[A]] -> IOResult[A].
+//
+//go:inline
+func Flatten[A any](mma IOResult[IOResult[A]]) IOResult[A] {
+	return MonadChain(mma, function.Identity[IOResult[A]])
+}
+
+// Memoize caches the result of an IOResult so it only executes once.
+// Subsequent calls return the cached result without re-executing the computation.
+func Memoize[A any](ma IOResult[A]) IOResult[A] {
+	// synchronization primitives
+	var once sync.Once
+	var fa A
+	var faerr error
+	// callback
+	gen := func() {
+		fa, faerr = ma()
+	}
+	// returns our memoized wrapper
+	return func() (A, error) {
+		once.Do(gen)
+		return fa, faerr
+	}
+}
+
+// MonadMapLeft transforms the error value using the given function.
+// The success value is left unchanged.
+func MonadMapLeft[A any](fa IOResult[A], f Endomorphism[error]) IOResult[A] {
+	return func() (A, error) {
+		a, err := fa()
+		if err != nil {
+			return result.Left[A](f(err))
+		}
+		return result.Of(a)
+	}
+}
+
+// MapLeft returns an operator that transforms the error using the given function.
+// This is useful for error wrapping or enrichment.
+//
+//go:inline
+func MapLeft[A any](f Endomorphism[error]) Operator[A, A] {
+	return function.Bind2nd(MonadMapLeft[A], f)
+}
+
+// MonadBiMap transforms both the error (left) and success (right) values.
+func MonadBiMap[A, B any](fa IOResult[A], f Endomorphism[error], g func(A) B) IOResult[B] {
+	return func() (B, error) {
+		a, err := fa()
+		if err != nil {
+			return result.Left[B](f(err))
+		}
+		return result.Of(g(a))
+	}
+}
+
+// BiMap returns an operator that transforms both error and success values.
+// This is the Bifunctor map operation for IOResult.
+//
+//go:inline
+func BiMap[A, B any](f Endomorphism[error], g func(A) B) Operator[A, B] {
+	return function.Bind23of3(MonadBiMap[A, B])(f, g)
+}
+
+// Fold returns a function that handles both error and success cases, converting to IO.
+// This is the operator form of MonadFold for pattern matching on IOResult.
+//
+//go:inline
+func Fold[A, B any](onLeft func(error) IO[B], onRight io.Kleisli[A, B]) func(IOResult[A]) IO[B] {
+	return function.Bind23of3(MonadFold[A, B])(onLeft, onRight)
+}
+
+// GetOrElse extracts the value from an IOResult, using a default IO for error cases.
+// This converts an IOResult to an IO that cannot fail.
+func GetOrElse[A any](onLeft func(error) IO[A]) func(IOResult[A]) IO[A] {
+	return func(fa IOResult[A]) IO[A] {
+		return func() A {
+			a, err := fa()
+			if err != nil {
+				return onLeft(err)()
+			}
+			return a
+		}
+	}
+}
+
+// MonadChainTo chains two IOResults, discarding the first value if successful.
+// This is useful for sequencing computations where only the second result matters.
+//
+//go:inline
+func MonadChainTo[A, B any](fa IOResult[A], fb IOResult[B]) IOResult[B] {
+	return MonadChain(fa, function.Constant1[A](fb))
+}
+
+// ChainTo returns an operator that sequences two computations, keeping only the second result.
+// This is the operator form of MonadChainTo.
+//
+//go:inline
+func ChainTo[A, B any](fb IOResult[B]) Operator[A, B] {
+	return function.Bind2nd(MonadChainTo[A, B], fb)
+}
+
+// MonadChainFirst chains a computation but returns the original value if both succeed.
+// If either computation fails, the error is returned.
+func MonadChainFirst[A, B any](ma IOResult[A], f Kleisli[A, B]) IOResult[A] {
+	return chain.MonadChainFirst(
+		MonadChain[A, A],
+		MonadMap[B, A],
+		ma,
+		f,
+	)
+}
+
+// MonadTap executes a side effect but returns the original value.
+// This is an alias for MonadChainFirst, useful for logging or side effects.
+//
+//go:inline
+func MonadTap[A, B any](ma IOResult[A], f Kleisli[A, B]) IOResult[A] {
+	return MonadChainFirst(ma, f)
+}
+
+// ChainFirst returns an operator that runs a computation for side effects but keeps the original value.
+// This is useful for operations like validation or logging.
+//
+//go:inline
+func ChainFirst[A, B any](f Kleisli[A, B]) Operator[A, A] {
+	return chain.ChainFirst(
+		Chain[A, A],
+		Map[B, A],
+		f,
+	)
+}
+
+// Tap returns an operator that executes side effects while preserving the original value.
+// This is an alias for ChainFirst.
+//
+//go:inline
+func Tap[A, B any](f Kleisli[A, B]) Operator[A, A] {
+	return ChainFirst(f)
+}
+
+// MonadChainFirstEitherK runs an Either computation for side effects but returns the original value.
+// The Either computation must succeed for the original value to be returned.
+func MonadChainFirstEitherK[A, B any](ma IOResult[A], f either.Kleisli[error, A, B]) IOResult[A] {
+	return func() (A, error) {
+		a, err := ma()
+		if err != nil {
+			return result.Left[A](err)
+		}
+		_, err = either.Unwrap(f(a))
+		if err != nil {
+			return result.Left[A](err)
+		}
+		return result.Of(a)
+	}
+}
+
+// ChainFirstEitherK returns an operator that runs an Either computation for side effects.
+// This is useful for validation that may fail.
+//
+//go:inline
+func ChainFirstEitherK[A, B any](f either.Kleisli[error, A, B]) Operator[A, A] {
+	return function.Bind2nd(MonadChainFirstEitherK[A, B], f)
+}
+
+// MonadChainFirstResultK runs a Result computation for side effects but returns the original value.
+// The Result computation must succeed for the original value to be returned.
+func MonadChainFirstResultK[A, B any](ma IOResult[A], f result.Kleisli[A, B]) IOResult[A] {
+	return func() (A, error) {
+		a, err := ma()
+		if err != nil {
+			return result.Left[A](err)
+		}
+		_, err = f(a)
+		if err != nil {
+			return result.Left[A](err)
+		}
+		return result.Of(a)
+	}
+}
+
+// ChainFirstResultK returns an operator that runs a Result computation for side effects.
+// This integrates with standard Go error-returning functions.
+//
+//go:inline
+func ChainFirstResultK[A, B any](f result.Kleisli[A, B]) Operator[A, A] {
+	return function.Bind2nd(MonadChainFirstResultK[A, B], f)
+}
+
+// MonadChainFirstIOK runs an IO computation for side effects but returns the original value.
+// The IO computation always succeeds, so errors from the original IOResult are preserved.
+func MonadChainFirstIOK[A, B any](ma IOResult[A], f io.Kleisli[A, B]) IOResult[A] {
+	return fromio.MonadChainFirstIOK(
+		MonadChain[A, A],
+		MonadMap[B, A],
+		FromIO[B],
+		ma,
+		f,
+	)
+}
+
+// ChainFirstIOK returns an operator that runs an IO computation for side effects.
+// This is useful for operations like logging that cannot fail.
+//
+//go:inline
+func ChainFirstIOK[A, B any](f io.Kleisli[A, B]) Operator[A, A] {
+	return fromio.ChainFirstIOK(
+		Chain[A, A],
+		Map[B, A],
+		FromIO[B],
+		f,
+	)
+}
+
+// MonadTapEitherK executes an Either computation for side effects.
+// This is an alias for MonadChainFirstEitherK.
+//
+//go:inline
+func MonadTapEitherK[A, B any](ma IOResult[A], f either.Kleisli[error, A, B]) IOResult[A] {
+	return MonadChainFirstEitherK(ma, f)
+}
+
+// TapEitherK returns an operator that executes an Either computation for side effects.
+// This is an alias for ChainFirstEitherK.
+//
+//go:inline
+func TapEitherK[A, B any](f either.Kleisli[error, A, B]) Operator[A, A] {
+	return ChainFirstEitherK(f)
+}
+
+// MonadTapResultK executes a Result computation for side effects.
+// This is an alias for MonadChainFirstResultK.
+//
+//go:inline
+func MonadTapResultK[A, B any](ma IOResult[A], f result.Kleisli[A, B]) IOResult[A] {
+	return MonadChainFirstResultK(ma, f)
+}
+
+// TapResultK returns an operator that executes a Result computation for side effects.
+// This is an alias for ChainFirstResultK.
+//
+//go:inline
+func TapResultK[A, B any](f result.Kleisli[A, B]) Operator[A, A] {
+	return ChainFirstResultK(f)
+}
+
+// MonadTapIOK executes an IO computation for side effects.
+// This is an alias for MonadChainFirstIOK.
+//
+//go:inline
+func MonadTapIOK[A, B any](ma IOResult[A], f io.Kleisli[A, B]) IOResult[A] {
+	return MonadChainFirstIOK(ma, f)
+}
+
+// TapIOK returns an operator that executes an IO computation for side effects.
+// This is an alias for ChainFirstIOK.
+//
+//go:inline
+func TapIOK[A, B any](f io.Kleisli[A, B]) Operator[A, A] {
+	return ChainFirstIOK(f)
+}
+
+// MonadFold handles both error and success cases explicitly, converting to an IO.
+// This is useful for pattern matching on the IOResult.
+func MonadFold[A, B any](ma IOResult[A], onLeft func(error) IO[B], onRight io.Kleisli[A, B]) IO[B] {
+	return func() B {
+		a, err := ma()
+		if err != nil {
+			return onLeft(err)()
+		}
+		return onRight(a)()
+	}
+}
+
+// WithResource constructs a function that creates a resource, then operates on it and then releases the resource
+// WithResource constructs a bracket pattern for resource management.
+// It ensures resources are properly acquired, used, and released even if errors occur.
+// The release function is always called, similar to defer.
+func WithResource[A, R, ANY any](
+	onCreate IOResult[R],
+	onRelease Kleisli[R, ANY],
+) Kleisli[Kleisli[R, A], A] {
+	return func(k Kleisli[R, A]) IOResult[A] {
+		return func() (A, error) {
+			r, rerr := onCreate()
+			if rerr != nil {
+				return result.Left[A](rerr)
+			}
+			a, aerr := k(r)()
+			_, nerr := onRelease(r)()
+			if aerr != nil {
+				return result.Left[A](aerr)
+			}
+			if nerr != nil {
+				return result.Left[A](nerr)
+			}
+			return result.Of(a)
+		}
+	}
+}
+
+// FromImpure converts an impure side-effecting function into an IOResult.
+// The function is executed when the IOResult runs, and always succeeds with nil.
+func FromImpure(f func()) IOResult[any] {
+	return function.Pipe2(
+		f,
+		io.FromImpure,
+		FromIO[any],
+	)
+}
+
+// Defer defers the creation of an IOResult until it is executed.
+// This allows lazy evaluation of the IOResult itself.
+func Defer[A any](gen Lazy[IOResult[A]]) IOResult[A] {
+	return func() (A, error) {
+		return gen()()
+	}
+}
+
+// MonadAlt tries the first IOResult, and if it fails, tries the second.
+// This provides a fallback mechanism for error recovery.
+func MonadAlt[A any](first IOResult[A], second Lazy[IOResult[A]]) IOResult[A] {
+	return func() (A, error) {
+		a, err := first()
+		if err != nil {
+			return second()()
+		}
+		return result.Of(a)
+	}
+}
+
+// Alt returns an operator that provides a fallback for error recovery.
+// This identifies an associative operation on a type constructor for the Alternative instance.
+func Alt[A any](second Lazy[IOResult[A]]) Operator[A, A] {
+	return function.Bind2nd(MonadAlt[A], second)
+}
+
+// MonadFlap applies a fixed argument to a function inside an IOResult.
+// This is the reverse of Ap: the function is wrapped and the argument is fixed.
+//
+//go:inline
+func MonadFlap[B, A any](fab IOResult[func(A) B], a A) IOResult[B] {
+	return functor.MonadFlap(MonadMap[func(A) B, B], fab, a)
+}
+
+// Flap returns an operator that applies a fixed argument to a wrapped function.
+// This is useful for partial application with wrapped functions.
+//
+//go:inline
+func Flap[B, A any](a A) Operator[func(A) B, B] {
+	return functor.Flap(Map[func(A) B, B], a)
+}
+
+// Delay creates an operator that delays execution by the specified duration.
+// The IOResult is executed after waiting for the given duration.
+func Delay[A any](delay time.Duration) Operator[A, A] {
+	return func(fa IOResult[A]) IOResult[A] {
+		return func() (A, error) {
+			time.Sleep(delay)
+			return fa()
+		}
+	}
+}
+
+// After creates an operator that delays execution until the specified timestamp.
+// If the timestamp is in the past, the IOResult executes immediately.
+func After[A any](timestamp time.Time) Operator[A, A] {
+	return func(fa IOResult[A]) IOResult[A] {
+		return func() (A, error) {
+			// check if we need to wait
+			current := time.Now()
+			if current.Before(timestamp) {
+				time.Sleep(timestamp.Sub(current))
+			}
+			return fa()
+		}
+	}
+}
+
+// MonadChainLeft handles the error case by chaining to a new computation.
+// If the IOResult succeeds, it passes through unchanged.
+func MonadChainLeft[A any](fa IOResult[A], f Kleisli[error, A]) IOResult[A] {
+	return func() (A, error) {
+		a, err := fa()
+		if err != nil {
+			return f(err)()
+		}
+		return result.Of(a)
+	}
+}
+
+// ChainLeft returns an operator that handles errors with a recovery computation.
+// This enables error recovery and transformation.
+//
+//go:inline
+func ChainLeft[A any](f Kleisli[error, A]) Operator[A, A] {
+	return function.Bind2nd(MonadChainLeft[A], f)
+}
+
+// MonadChainFirstLeft runs a computation on the error but always returns the original error.
+// This is useful for side effects like logging errors without recovery.
+func MonadChainFirstLeft[A, B any](ma IOResult[A], f Kleisli[error, B]) IOResult[A] {
+	return func() (A, error) {
+		a, err := ma()
+		if err != nil {
+			_, _ = f(err)()
+			return result.Left[A](err)
+		}
+		return result.Of(a)
+	}
+}
+
+// MonadTapLeft executes a side effect on errors without changing the error.
+// This is an alias for MonadChainFirstLeft, useful for error logging.
+//
+//go:inline
+func MonadTapLeft[A, B any](ma IOResult[A], f Kleisli[error, B]) IOResult[A] {
+	return MonadChainFirstLeft(ma, f)
+}
+
+// ChainFirstLeft returns an operator that runs a computation on errors for side effects.
+// The original error is always preserved.
+func ChainFirstLeft[A, B any](f Kleisli[error, B]) Operator[A, A] {
+	return function.Bind2nd(MonadChainFirstLeft[A, B], f)
+}
+
+// TapLeft returns an operator that executes side effects on errors.
+// This is an alias for ChainFirstLeft.
+//
+//go:inline
+func TapLeft[A, B any](f Kleisli[error, B]) Operator[A, A] {
+	return ChainFirstLeft[A](f)
+}

v2/idiomatic/ioresult/ioeither_test.go

@@ -0,0 +1,452 @@
+// Copyright (c) 2023 - 2025 IBM Corp.
+// All rights reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package ioresult
+
+import (
+	"errors"
+	"fmt"
+	"testing"
+
+	F "github.com/IBM/fp-go/v2/function"
+	"github.com/IBM/fp-go/v2/internal/utils"
+	"github.com/IBM/fp-go/v2/io"
+	"github.com/stretchr/testify/assert"
+)
+
+func TestMap(t *testing.T) {
+	result, err := F.Pipe1(
+		Of(1),
+		Map(utils.Double),
+	)()
+	assert.NoError(t, err)
+	assert.Equal(t, 2, result)
+
+}
+
+func TestChainEitherK(t *testing.T) {
+	f := ChainResultK(func(n int) (int, error) {
+		if n > 0 {
+			return n, nil
+		}
+		return 0, errors.New("a")
+	})
+	result1, err1 := f(Right(1))()
+	assert.NoError(t, err1)
+	assert.Equal(t, 1, result1)
+
+	_, err2 := f(Right(-1))()
+	assert.Error(t, err2)
+	assert.Equal(t, "a", err2.Error())
+
+	_, err3 := f(Left[int](fmt.Errorf("b")))()
+	assert.Error(t, err3)
+	assert.Equal(t, "b", err3.Error())
+}
+
+func TestChainOptionK(t *testing.T) {
+	f := ChainOptionK[int, int](func() error { return fmt.Errorf("a") })(func(n int) (int, bool) {
+		if n > 0 {
+			return n, true
+		}
+		return 0, false
+	})
+
+	result1, err1 := f(Right(1))()
+	assert.NoError(t, err1)
+	assert.Equal(t, 1, result1)
+
+	_, err2 := f(Right(-1))()
+	assert.Error(t, err2)
+	assert.Equal(t, "a", err2.Error())
+
+	_, err3 := f(Left[int](fmt.Errorf("b")))()
+	assert.Error(t, err3)
+	assert.Equal(t, "b", err3.Error())
+}
+
+func TestFromOption(t *testing.T) {
+	f := FromOption[int](func() error { return errors.New("a") })
+
+	result1, err1 := f(1, true)()
+	assert.NoError(t, err1)
+	assert.Equal(t, 1, result1)
+
+	_, err2 := f(0, false)()
+	assert.Error(t, err2)
+	assert.Equal(t, "a", err2.Error())
+}
+
+func TestChainIOK(t *testing.T) {
+	f := ChainIOK(func(n int) IO[string] {
+		return func() string {
+			return fmt.Sprintf("%d", n)
+		}
+	})
+
+	result1, err1 := f(Right(1))()
+	assert.NoError(t, err1)
+	assert.Equal(t, "1", result1)
+
+	_, err2 := f(Left[int](errors.New("b")))()
+	assert.Error(t, err2)
+	assert.Equal(t, "b", err2.Error())
+}
+
+func TestChainWithIO(t *testing.T) {
+
+	r := F.Pipe1(
+		Of("test"),
+		ChainIOK(func(s string) IO[bool] {
+			return func() bool {
+				return len(s) > 0
+			}
+		}),
+	)
+
+	result, err := r()
+	assert.NoError(t, err)
+	assert.True(t, result)
+}
+
+func TestChainFirst(t *testing.T) {
+	f := func(a string) IOResult[int] {
+		if len(a) > 2 {
+			return Of(len(a))
+		}
+		return Left[int](errors.New("foo"))
+	}
+	good := Of("foo")
+	bad := Of("a")
+	ch := ChainFirst(f)
+
+	result1, err1 := F.Pipe1(good, ch)()
+	assert.NoError(t, err1)
+	assert.Equal(t, "foo", result1)
+
+	_, err2 := F.Pipe1(bad, ch)()
+	assert.Error(t, err2)
+	assert.Equal(t, "foo", err2.Error())
+}
+
+func TestChainFirstIOK(t *testing.T) {
+	f := func(a string) IO[int] {
+		return io.Of(len(a))
+	}
+	good := Of("foo")
+	ch := ChainFirstIOK(f)
+
+	result, err := F.Pipe1(good, ch)()
+	assert.NoError(t, err)
+	assert.Equal(t, "foo", result)
+}
+
+func TestMonadChainLeft(t *testing.T) {
+	// Test with Left value - should apply the function
+	t.Run("Left value applies function", func(t *testing.T) {
+		result := MonadChainLeft(
+			Left[int](errors.New("error1")),
+			func(e error) IOResult[int] {
+				return Left[int](errors.New("transformed: " + e.Error()))
+			},
+		)
+		_, err := result()
+		assert.Error(t, err)
+		assert.Equal(t, "transformed: error1", err.Error())
+	})
+
+	// Test with Left value - function returns Right (error recovery)
+	t.Run("Left value recovers to Right", func(t *testing.T) {
+		result := MonadChainLeft(
+			Left[int](errors.New("recoverable")),
+			func(e error) IOResult[int] {
+				if e.Error() == "recoverable" {
+					return Right(42)
+				}
+				return Left[int](e)
+			},
+		)
+		val, err := result()
+		assert.NoError(t, err)
+		assert.Equal(t, 42, val)
+	})
+
+	// Test with Right value - should pass through unchanged
+	t.Run("Right value passes through", func(t *testing.T) {
+		result := MonadChainLeft(
+			Right(100),
+			func(e error) IOResult[int] {
+				return Left[int](errors.New("should not be called"))
+			},
+		)
+		val, err := result()
+		assert.NoError(t, err)
+		assert.Equal(t, 100, val)
+	})
+
+	// Test error type transformation
+	t.Run("Error type transformation", func(t *testing.T) {
+		result := MonadChainLeft(
+			Left[int](errors.New("404")),
+			func(e error) IOResult[int] {
+				return Left[int](errors.New("404"))
+			},
+		)
+		_, err := result()
+		assert.Error(t, err)
+		assert.Equal(t, "404", err.Error())
+	})
+}
+
+func TestChainLeft(t *testing.T) {
+	// Test with Left value - should apply the function
+	t.Run("Left value applies function", func(t *testing.T) {
+		chainFn := ChainLeft(func(e error) IOResult[int] {
+			return Left[int](errors.New("chained: " + e.Error()))
+		})
+		result := F.Pipe1(
+			Left[int](errors.New("original")),
+			chainFn,
+		)
+		_, err := result()
+		assert.Error(t, err)
+		assert.Equal(t, "chained: original", err.Error())
+	})
+
+	// Test with Left value - function returns Right (error recovery)
+	t.Run("Left value recovers to Right", func(t *testing.T) {
+		chainFn := ChainLeft(func(e error) IOResult[int] {
+			if e.Error() == "network error" {
+				return Right(0) // default value
+			}
+			return Left[int](e)
+		})
+		result := F.Pipe1(
+			Left[int](errors.New("network error")),
+			chainFn,
+		)
+		val, err := result()
+		assert.NoError(t, err)
+		assert.Equal(t, 0, val)
+	})
+
+	// Test with Right value - should pass through unchanged
+	t.Run("Right value passes through", func(t *testing.T) {
+		chainFn := ChainLeft(func(e error) IOResult[int] {
+			return Left[int](errors.New("should not be called"))
+		})
+		result := F.Pipe1(
+			Right(42),
+			chainFn,
+		)
+		val, err := result()
+		assert.NoError(t, err)
+		assert.Equal(t, 42, val)
+	})
+
+	// Test composition with other operations
+	t.Run("Composition with Map", func(t *testing.T) {
+		result := F.Pipe2(
+			Left[int](errors.New("error")),
+			ChainLeft(func(e error) IOResult[int] {
+				return Left[int](errors.New("handled: " + e.Error()))
+			}),
+			Map(utils.Double),
+		)
+		_, err := result()
+		assert.Error(t, err)
+		assert.Equal(t, "handled: error", err.Error())
+	})
+}
+
+func TestMonadChainFirstLeft(t *testing.T) {
+	// Test with Left value - function returns Left, always preserves original error
+	t.Run("Left value with function returning Left preserves original error", func(t *testing.T) {
+		sideEffectCalled := false
+		result := MonadChainFirstLeft(
+			Left[int](errors.New("original error")),
+			func(e error) IOResult[int] {
+				sideEffectCalled = true
+				return Left[int](errors.New("new error")) // This error is ignored, original is returned
+			},
+		)
+		_, err := result()
+		assert.True(t, sideEffectCalled)
+		assert.Error(t, err)
+		assert.Equal(t, "original error", err.Error())
+	})
+
+	// Test with Left value - function returns Right, still returns original Left
+	t.Run("Left value with function returning Right still returns original Left", func(t *testing.T) {
+		var capturedError string
+		result := MonadChainFirstLeft(
+			Left[int](errors.New("validation failed")),
+			func(e error) IOResult[int] {
+				capturedError = e.Error()
+				return Right(999) // This Right value is ignored, original Left is returned
+			},
+		)
+		_, err := result()
+		assert.Equal(t, "validation failed", capturedError)
+		assert.Error(t, err)
+		assert.Equal(t, "validation failed", err.Error())
+	})
+
+	// Test with Right value - should pass through without calling function
+	t.Run("Right value passes through", func(t *testing.T) {
+		sideEffectCalled := false
+		result := MonadChainFirstLeft(
+			Right(42),
+			func(e error) IOResult[int] {
+				sideEffectCalled = true
+				return Left[int](errors.New("should not be called"))
+			},
+		)
+		assert.False(t, sideEffectCalled)
+		val, err := result()
+		assert.NoError(t, err)
+		assert.Equal(t, 42, val)
+	})
+
+	// Test that side effects are executed but original error is always preserved
+	t.Run("Side effects executed but original error preserved", func(t *testing.T) {
+		effectCount := 0
+		result := MonadChainFirstLeft(
+			Left[int](errors.New("original error")),
+			func(e error) IOResult[int] {
+				effectCount++
+				// Try to return Right, but original Left should still be returned
+				return Right(999)
+			},
+		)
+		_, err := result()
+		assert.Equal(t, 1, effectCount)
+		assert.Error(t, err)
+		assert.Equal(t, "original error", err.Error())
+	})
+}
+
+func TestChainFirstLeft(t *testing.T) {
+	// Test with Left value - function returns Left, always preserves original error
+	t.Run("Left value with function returning Left preserves error", func(t *testing.T) {
+		var captured string
+		chainFn := ChainFirstLeft[int](func(e error) IOResult[int] {
+			captured = e.Error()
+			return Left[int](errors.New("ignored error"))
+		})
+		result := F.Pipe1(
+			Left[int](errors.New("test error")),
+			chainFn,
+		)
+		_, err := result()
+		assert.Equal(t, "test error", captured)
+		assert.Error(t, err)
+		assert.Equal(t, "test error", err.Error())
+	})
+
+	// Test with Left value - function returns Right, still returns original Left
+	t.Run("Left value with function returning Right still returns original Left", func(t *testing.T) {
+		var captured string
+		chainFn := ChainFirstLeft[int](func(e error) IOResult[int] {
+			captured = e.Error()
+			return Right(42) // This Right is ignored, original Left is returned
+		})
+		result := F.Pipe1(
+			Left[int](errors.New("test error")),
+			chainFn,
+		)
+		_, err := result()
+		assert.Equal(t, "test error", captured)
+		assert.Error(t, err)
+		assert.Equal(t, "test error", err.Error())
+	})
+
+	// Test with Right value - should pass through without calling function
+	t.Run("Right value passes through", func(t *testing.T) {
+		called := false
+		chainFn := ChainFirstLeft[int](func(e error) IOResult[int] {
+			called = true
+			return Right(0)
+		})
+		result := F.Pipe1(
+			Right(100),
+			chainFn,
+		)
+		assert.False(t, called)
+		val, err := result()
+		assert.NoError(t, err)
+		assert.Equal(t, 100, val)
+	})
+
+	// Test that original error is always preserved regardless of what f returns
+	t.Run("Original error always preserved", func(t *testing.T) {
+		chainFn := ChainFirstLeft[int](func(e error) IOResult[int] {
+			// Try to return Right, but original Left should still be returned
+			return Right(999)
+		})
+
+		result := F.Pipe1(
+			Left[int](errors.New("original")),
+			chainFn,
+		)
+		_, err := result()
+		assert.Error(t, err)
+		assert.Equal(t, "original", err.Error())
+	})
+
+	// Test with IO side effects - original Left is always preserved
+	t.Run("IO side effects with Left preservation", func(t *testing.T) {
+		effectCount := 0
+		chainFn := ChainFirstLeft[int](func(e error) IOResult[int] {
+			return FromIO(func() int {
+				effectCount++
+				return 0
+			})
+		})
+
+		// Even though FromIO wraps in Right, the original Left is preserved
+		result := F.Pipe1(
+			Left[int](errors.New("error")),
+			chainFn,
+		)
+
+		_, err := result()
+		assert.Error(t, err)
+		assert.Equal(t, "error", err.Error())
+		assert.Equal(t, 1, effectCount)
+	})
+
+	// Test logging with Left preservation
+	t.Run("Logging with Left preservation", func(t *testing.T) {
+		errorLog := []string{}
+		logError := ChainFirstLeft[string](func(e error) IOResult[string] {
+			errorLog = append(errorLog, "Logged: "+e.Error())
+			return Left[string](errors.New("log entry")) // This is ignored, original is preserved
+		})
+
+		result := F.Pipe2(
+			Left[string](errors.New("step1")),
+			logError,
+			ChainLeft(func(e error) IOResult[string] {
+				return Left[string](errors.New("step2"))
+			}),
+		)
+
+		_, err := result()
+		assert.Equal(t, []string{"Logged: step1"}, errorLog)
+		assert.Error(t, err)
+		assert.Equal(t, "step2", err.Error())
+	})
+}

v2/idiomatic/ioresult/logging.go

@@ -0,0 +1,40 @@
+// Copyright (c) 2023 - 2025 IBM Corp.
+// All rights reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package ioresult
+
+import (
+	"encoding/json"
+	"log"
+
+	"github.com/IBM/fp-go/v2/idiomatic/result"
+)
+
+// LogJSON converts the argument to pretty printed JSON and then logs it via the format string
+// Can be used with [ChainFirst]
+func LogJSON[A any](prefix string) Kleisli[A, any] {
+	return func(a A) IOResult[any] {
+		// convert to a string
+		b, jsonerr := json.MarshalIndent(a, "", "  ")
+		// log this
+		return func() (any, error) {
+			if jsonerr != nil {
+				return result.Left[any](jsonerr)
+			}
+			log.Printf(prefix, string(b))
+			return result.Of[any](b)
+		}
+	}
+}

v2/idiomatic/ioresult/logging_test.go

@@ -0,0 +1,42 @@
+// Copyright (c) 2023 - 2025 IBM Corp.
+// All rights reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package ioresult
+
+import (
+	"testing"
+
+	F "github.com/IBM/fp-go/v2/function"
+	"github.com/stretchr/testify/assert"
+)
+
+func TestLogging(t *testing.T) {
+
+	type SomeData struct {
+		Key   string `json:"key"`
+		Value string `json:"value"`
+	}
+
+	src := &SomeData{Key: "key", Value: "value"}
+
+	res := F.Pipe1(
+		Of(src),
+		ChainFirst(LogJSON[*SomeData]("Data: \n%s")),
+	)
+
+	dst, err := res()
+	assert.NoError(t, err)
+	assert.Equal(t, src, dst)
+}

v2/idiomatic/ioresult/monad.go

@@ -0,0 +1,132 @@
+// Copyright (c) 2024 - 2025 IBM Corp.
+// All rights reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package ioresult
+
+import (
+	"github.com/IBM/fp-go/v2/internal/functor"
+	"github.com/IBM/fp-go/v2/internal/monad"
+	"github.com/IBM/fp-go/v2/internal/pointed"
+)
+
+type (
+	ioEitherPointed[A any] struct {
+		fof Kleisli[A, A]
+	}
+
+	ioEitherFunctor[A, B any] struct {
+		fmap func(func(A) B) Operator[A, B]
+	}
+
+	ioEitherApply[A, B any] struct {
+		ioEitherFunctor[A, B]
+		fap func(IOResult[A]) Operator[func(A) B, B]
+	}
+
+	ioEitherChainable[A, B any] struct {
+		ioEitherApply[A, B]
+		fchain func(Kleisli[A, B]) Operator[A, B]
+	}
+
+	ioEitherMonad[A, B any] struct {
+		ioEitherPointed[A]
+		ioEitherChainable[A, B]
+	}
+)
+
+// Of implements the Pointed interface for IOResult.
+func (o *ioEitherPointed[A]) Of(a A) IOResult[A] {
+	return o.fof(a)
+}
+
+// Map implements the Monad interface's Map operation.
+func (o *ioEitherFunctor[A, B]) Map(f func(A) B) Operator[A, B] {
+	return o.fmap(f)
+}
+
+// Chain implements the Monad interface's Chain operation.
+func (o *ioEitherChainable[A, B]) Chain(f Kleisli[A, B]) Operator[A, B] {
+	return o.fchain(f)
+}
+
+// Ap implements the Monad interface's Ap operation.
+func (o *ioEitherApply[A, B]) Ap(fa IOResult[A]) Operator[func(A) B, B] {
+	return o.fap(fa)
+}
+
+// Pointed implements the pointed operations for [IOEither]
+// Pointed returns a Pointed instance for IOResult.
+// Pointed provides the ability to lift pure values into the IOResult context.
+func Pointed[A any]() pointed.Pointed[A, IOResult[A]] {
+	return &ioEitherPointed[A]{
+		Of[A],
+	}
+}
+
+// Functor implements the monadic operations for [IOEither]
+// Functor returns a Functor instance for IOResult.
+// Functor provides the Map operation for transforming values.
+func Functor[A, B any]() functor.Functor[A, B, IOResult[A], IOResult[B]] {
+	return &ioEitherFunctor[A, B]{
+		Map[A, B],
+	}
+}
+
+// Monad implements the monadic operations for [IOEither]
+// Monad returns a Monad instance for IOResult.
+// Monad provides the full monadic interface including Map, Chain, and Ap.
+func Monad[A, B any]() monad.Monad[A, B, IOResult[A], IOResult[B], IOResult[func(A) B]] {
+	return MonadPar[A, B]()
+}
+
+// Monad implements the monadic operations for [IOEither]
+// Monad returns a Monad instance for IOResult.
+// Monad provides the full monadic interface including Map, Chain, and Ap.
+func MonadPar[A, B any]() monad.Monad[A, B, IOResult[A], IOResult[B], IOResult[func(A) B]] {
+	return &ioEitherMonad[A, B]{
+		ioEitherPointed[A]{
+			Of[A],
+		},
+		ioEitherChainable[A, B]{
+			ioEitherApply[A, B]{
+				ioEitherFunctor[A, B]{
+					Map[A, B],
+				},
+				ApPar[B, A],
+			},
+			Chain[A, B],
+		},
+	}
+}
+
+// Monad implements the monadic operations for [IOEither]
+// Monad returns a Monad instance for IOResult.
+// Monad provides the full monadic interface including Map, Chain, and Ap.
+func MonadSeq[A, B any]() monad.Monad[A, B, IOResult[A], IOResult[B], IOResult[func(A) B]] {
+	return &ioEitherMonad[A, B]{
+		ioEitherPointed[A]{
+			Of[A],
+		},
+		ioEitherChainable[A, B]{
+			ioEitherApply[A, B]{
+				ioEitherFunctor[A, B]{
+					Map[A, B],
+				},
+				ApSeq[B, A],
+			},
+			Chain[A, B],
+		},
+	}
+}

v2/idiomatic/ioresult/monad_test.go

@@ -0,0 +1,597 @@
+// Copyright (c) 2023 - 2025 IBM Corp.
+// All rights reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package ioresult
+
+import (
+	"errors"
+	"fmt"
+	"testing"
+
+	F "github.com/IBM/fp-go/v2/function"
+	"github.com/stretchr/testify/assert"
+)
+
+// Helper function to compare IOResult values
+func ioResultEqual[T comparable](a, b IOResult[T]) bool {
+	valA, errA := a()
+	valB, errB := b()
+
+	if errA != nil && errB != nil {
+		return errA.Error() == errB.Error()
+	}
+	if errA != nil || errB != nil {
+		return false
+	}
+	return valA == valB
+}
+
+// TestPointedOf tests that Pointed().Of creates a successful IOResult
+func TestPointedOf(t *testing.T) {
+	t.Run("Creates successful IOResult with integer", func(t *testing.T) {
+		pointed := Pointed[int]()
+		result := pointed.Of(42)
+
+		val, err := result()
+		assert.NoError(t, err)
+		assert.Equal(t, 42, val)
+	})
+
+	t.Run("Creates successful IOResult with string", func(t *testing.T) {
+		pointed := Pointed[string]()
+		result := pointed.Of("hello")
+
+		val, err := result()
+		assert.NoError(t, err)
+		assert.Equal(t, "hello", val)
+	})
+
+	t.Run("Creates successful IOResult with struct", func(t *testing.T) {
+		type User struct {
+			Name string
+			Age  int
+		}
+		pointed := Pointed[User]()
+		user := User{Name: "Alice", Age: 30}
+		result := pointed.Of(user)
+
+		val, err := result()
+		assert.NoError(t, err)
+		assert.Equal(t, user, val)
+	})
+}
+
+// TestFunctorMap tests that Functor().Map correctly transforms values
+func TestFunctorMap(t *testing.T) {
+	t.Run("Maps over successful value", func(t *testing.T) {
+		functor := Functor[int, int]()
+		io := Of(5)
+		mapped := functor.Map(func(x int) int { return x * 2 })(io)
+
+		val, err := mapped()
+		assert.NoError(t, err)
+		assert.Equal(t, 10, val)
+	})
+
+	t.Run("Maps over error preserves error", func(t *testing.T) {
+		functor := Functor[int, int]()
+		io := Left[int](errors.New("test error"))
+		mapped := functor.Map(func(x int) int { return x * 2 })(io)
+
+		_, err := mapped()
+		assert.Error(t, err)
+		assert.Equal(t, "test error", err.Error())
+	})
+
+	t.Run("Maps with type transformation", func(t *testing.T) {
+		functor := Functor[int, string]()
+		io := Of(42)
+		mapped := functor.Map(func(x int) string { return fmt.Sprintf("value: %d", x) })(io)
+
+		val, err := mapped()
+		assert.NoError(t, err)
+		assert.Equal(t, "value: 42", val)
+	})
+}
+
+// TestMonadChain tests that Monad().Chain correctly chains computations
+func TestMonadChain(t *testing.T) {
+	t.Run("Chains successful computations", func(t *testing.T) {
+		monad := Monad[int, int]()
+		io := monad.Of(5)
+		chained := monad.Chain(func(x int) IOResult[int] {
+			return Of(x * 2)
+		})(io)
+
+		val, err := chained()
+		assert.NoError(t, err)
+		assert.Equal(t, 10, val)
+	})
+
+	t.Run("Chains with error in first computation", func(t *testing.T) {
+		monad := Monad[int, int]()
+		io := Left[int](errors.New("initial error"))
+		chained := monad.Chain(func(x int) IOResult[int] {
+			return Of(x * 2)
+		})(io)
+
+		_, err := chained()
+		assert.Error(t, err)
+		assert.Equal(t, "initial error", err.Error())
+	})
+
+	t.Run("Chains with error in second computation", func(t *testing.T) {
+		monad := Monad[int, int]()
+		io := monad.Of(5)
+		chained := monad.Chain(func(x int) IOResult[int] {
+			return Left[int](errors.New("chain error"))
+		})(io)
+
+		_, err := chained()
+		assert.Error(t, err)
+		assert.Equal(t, "chain error", err.Error())
+	})
+
+	t.Run("Chains with type transformation", func(t *testing.T) {
+		monad := Monad[int, string]()
+		io := Of(42)
+		chained := monad.Chain(func(x int) IOResult[string] {
+			return Of(fmt.Sprintf("value: %d", x))
+		})(io)
+
+		val, err := chained()
+		assert.NoError(t, err)
+		assert.Equal(t, "value: 42", val)
+	})
+}
+
+// TestMonadAp tests the applicative functionality
+func TestMonadAp(t *testing.T) {
+	t.Run("Applies function to value", func(t *testing.T) {
+		monad := Monad[int, int]()
+		fn := Of(func(x int) int { return x * 2 })
+		val := monad.Of(5)
+		result := monad.Ap(val)(fn)
+
+		res, err := result()
+		assert.NoError(t, err)
+		assert.Equal(t, 10, res)
+	})
+
+	t.Run("Error in function", func(t *testing.T) {
+		monad := Monad[int, int]()
+		fn := Left[func(int) int](errors.New("function error"))
+		val := monad.Of(5)
+		result := monad.Ap(val)(fn)
+
+		_, err := result()
+		assert.Error(t, err)
+		assert.Equal(t, "function error", err.Error())
+	})
+
+	t.Run("Error in value", func(t *testing.T) {
+		monad := Monad[int, int]()
+		fn := Of(func(x int) int { return x * 2 })
+		val := Left[int](errors.New("value error"))
+		result := monad.Ap(val)(fn)
+
+		_, err := result()
+		assert.Error(t, err)
+		assert.Equal(t, "value error", err.Error())
+	})
+}
+
+// Monad Law Tests
+
+// TestMonadLeftIdentity verifies: Chain(Of(a), f) == f(a)
+// The left identity law states that wrapping a value with Of and then chaining
+// with a function f should be the same as just applying f to the value.
+func TestMonadLeftIdentity(t *testing.T) {
+	t.Run("Left identity with successful function", func(t *testing.T) {
+		monad := Monad[int, string]()
+		a := 42
+		f := func(x int) IOResult[string] {
+			return Of(fmt.Sprintf("value: %d", x))
+		}
+
+		// Chain(Of(a), f)
+		left := monad.Chain(f)(monad.Of(a))
+
+		// f(a)
+		right := f(a)
+
+		// Both should produce the same result
+		leftVal, leftErr := left()
+		rightVal, rightErr := right()
+
+		assert.Equal(t, rightErr, leftErr)
+		assert.Equal(t, rightVal, leftVal)
+	})
+
+	t.Run("Left identity with error-returning function", func(t *testing.T) {
+		monad := Monad[int, string]()
+		a := -1
+		f := func(x int) IOResult[string] {
+			if x < 0 {
+				return Left[string](errors.New("negative value"))
+			}
+			return Of(fmt.Sprintf("value: %d", x))
+		}
+
+		left := monad.Chain(f)(monad.Of(a))
+		right := f(a)
+
+		leftVal, leftErr := left()
+		rightVal, rightErr := right()
+
+		assert.Equal(t, rightErr, leftErr)
+		assert.Equal(t, rightVal, leftVal)
+	})
+
+	t.Run("Left identity with multiple values", func(t *testing.T) {
+		testCases := []int{0, 1, 42, 100, -5}
+		monad := Monad[int, int]()
+		f := func(x int) IOResult[int] {
+			return Of(x * 2)
+		}
+
+		for _, a := range testCases {
+			left := monad.Chain(f)(monad.Of(a))
+			right := f(a)
+
+			leftVal, leftErr := left()
+			rightVal, rightErr := right()
+
+			assert.Equal(t, rightErr, leftErr, "Errors should match for value %d", a)
+			assert.Equal(t, rightVal, leftVal, "Values should match for value %d", a)
+		}
+	})
+}
+
+// TestMonadRightIdentity verifies: Chain(m, Of) == m
+// The right identity law states that chaining an IOResult with Of should
+// return the original IOResult unchanged.
+func TestMonadRightIdentity(t *testing.T) {
+	t.Run("Right identity with successful value", func(t *testing.T) {
+		monad := Monad[int, int]()
+		m := Of(42)
+
+		// Chain(m, Of)
+		chained := monad.Chain(func(x int) IOResult[int] {
+			return monad.Of(x)
+		})(m)
+
+		// Should be equivalent to m
+		mVal, mErr := m()
+		chainedVal, chainedErr := chained()
+
+		assert.Equal(t, mErr, chainedErr)
+		assert.Equal(t, mVal, chainedVal)
+	})
+
+	t.Run("Right identity with error", func(t *testing.T) {
+		monad := Monad[int, int]()
+		m := Left[int](errors.New("test error"))
+
+		chained := monad.Chain(func(x int) IOResult[int] {
+			return monad.Of(x)
+		})(m)
+
+		mVal, mErr := m()
+		chainedVal, chainedErr := chained()
+
+		assert.Equal(t, mErr, chainedErr)
+		assert.Equal(t, mVal, chainedVal)
+	})
+
+	t.Run("Right identity with different types", func(t *testing.T) {
+		monadStr := Monad[string, string]()
+		m := Of("hello")
+
+		chained := monadStr.Chain(func(x string) IOResult[string] {
+			return monadStr.Of(x)
+		})(m)
+
+		mVal, mErr := m()
+		chainedVal, chainedErr := chained()
+
+		assert.Equal(t, mErr, chainedErr)
+		assert.Equal(t, mVal, chainedVal)
+	})
+}
+
+// TestMonadAssociativity verifies: Chain(Chain(m, f), g) == Chain(m, x => Chain(f(x), g))
+// The associativity law states that the order of nesting chains doesn't matter.
+func TestMonadAssociativity(t *testing.T) {
+	t.Run("Associativity with successful computations", func(t *testing.T) {
+		monadIntInt := Monad[int, int]()
+		monadIntStr := Monad[int, string]()
+
+		m := Of(5)
+		f := func(x int) IOResult[int] {
+			return Of(x * 2)
+		}
+		g := func(y int) IOResult[string] {
+			return Of(fmt.Sprintf("result: %d", y))
+		}
+
+		// Chain(Chain(m, f), g)
+		left := monadIntStr.Chain(g)(monadIntInt.Chain(f)(m))
+
+		// Chain(m, x => Chain(f(x), g))
+		right := monadIntStr.Chain(func(x int) IOResult[string] {
+			return monadIntStr.Chain(g)(f(x))
+		})(m)
+
+		leftVal, leftErr := left()
+		rightVal, rightErr := right()
+
+		assert.Equal(t, rightErr, leftErr)
+		assert.Equal(t, rightVal, leftVal)
+	})
+
+	t.Run("Associativity with error in first function", func(t *testing.T) {
+		monadIntInt := Monad[int, int]()
+		monadIntStr := Monad[int, string]()
+
+		m := Of(5)
+		f := func(x int) IOResult[int] {
+			return Left[int](errors.New("error in f"))
+		}
+		g := func(y int) IOResult[string] {
+			return Of(fmt.Sprintf("result: %d", y))
+		}
+
+		left := monadIntStr.Chain(g)(monadIntInt.Chain(f)(m))
+		right := monadIntStr.Chain(func(x int) IOResult[string] {
+			return monadIntStr.Chain(g)(f(x))
+		})(m)
+
+		leftVal, leftErr := left()
+		rightVal, rightErr := right()
+
+		assert.Equal(t, rightErr, leftErr)
+		assert.Equal(t, rightVal, leftVal)
+	})
+
+	t.Run("Associativity with error in second function", func(t *testing.T) {
+		monadIntInt := Monad[int, int]()
+		monadIntStr := Monad[int, string]()
+
+		m := Of(5)
+		f := func(x int) IOResult[int] {
+			return Of(x * 2)
+		}
+		g := func(y int) IOResult[string] {
+			return Left[string](errors.New("error in g"))
+		}
+
+		left := monadIntStr.Chain(g)(monadIntInt.Chain(f)(m))
+		right := monadIntStr.Chain(func(x int) IOResult[string] {
+			return monadIntStr.Chain(g)(f(x))
+		})(m)
+
+		leftVal, leftErr := left()
+		rightVal, rightErr := right()
+
+		assert.Equal(t, rightErr, leftErr)
+		assert.Equal(t, rightVal, leftVal)
+	})
+
+	t.Run("Associativity with complex chain", func(t *testing.T) {
+		monad1 := Monad[int, int]()
+		monad2 := Monad[int, int]()
+
+		m := Of(2)
+		f := func(x int) IOResult[int] { return Of(x + 3) }
+		g := func(y int) IOResult[int] { return Of(y * 4) }
+
+		// (2 + 3) * 4 = 20
+		left := monad2.Chain(g)(monad1.Chain(f)(m))
+		right := monad1.Chain(func(x int) IOResult[int] {
+			return monad2.Chain(g)(f(x))
+		})(m)
+
+		leftVal, leftErr := left()
+		rightVal, rightErr := right()
+
+		assert.NoError(t, leftErr)
+		assert.NoError(t, rightErr)
+		assert.Equal(t, 20, leftVal)
+		assert.Equal(t, 20, rightVal)
+	})
+}
+
+// TestFunctorComposition verifies: Map(f . g) == Map(f) . Map(g)
+// The functor composition law states that mapping a composition of functions
+// should be the same as composing the maps of those functions.
+func TestFunctorComposition(t *testing.T) {
+	t.Run("Functor composition law", func(t *testing.T) {
+		functor1 := Functor[int, int]()
+		functor2 := Functor[int, string]()
+
+		m := Of(5)
+		f := func(x int) int { return x * 2 }
+		g := func(x int) string { return fmt.Sprintf("value: %d", x) }
+
+		// Map(g . f)
+		composed := functor2.Map(F.Flow2(f, g))(m)
+
+		// Map(g) . Map(f)
+		separate := functor2.Map(g)(functor1.Map(f)(m))
+
+		composedVal, composedErr := composed()
+		separateVal, separateErr := separate()
+
+		assert.Equal(t, composedErr, separateErr)
+		assert.Equal(t, composedVal, separateVal)
+	})
+
+	t.Run("Functor composition with error", func(t *testing.T) {
+		functor1 := Functor[int, int]()
+		functor2 := Functor[int, string]()
+
+		m := Left[int](errors.New("test error"))
+		f := func(x int) int { return x * 2 }
+		g := func(x int) string { return fmt.Sprintf("value: %d", x) }
+
+		composed := functor2.Map(F.Flow2(f, g))(m)
+		separate := functor2.Map(g)(functor1.Map(f)(m))
+
+		composedVal, composedErr := composed()
+		separateVal, separateErr := separate()
+
+		assert.Equal(t, composedErr, separateErr)
+		assert.Equal(t, composedVal, separateVal)
+	})
+}
+
+// TestFunctorIdentity verifies: Map(id) == id
+// The functor identity law states that mapping the identity function
+// should return the original IOResult unchanged.
+func TestFunctorIdentity(t *testing.T) {
+	t.Run("Functor identity with successful value", func(t *testing.T) {
+		functor := Functor[int, int]()
+		m := Of(42)
+
+		// Map(id)
+		mapped := functor.Map(F.Identity[int])(m)
+
+		mVal, mErr := m()
+		mappedVal, mappedErr := mapped()
+
+		assert.Equal(t, mErr, mappedErr)
+		assert.Equal(t, mVal, mappedVal)
+	})
+
+	t.Run("Functor identity with error", func(t *testing.T) {
+		functor := Functor[int, int]()
+		m := Left[int](errors.New("test error"))
+
+		mapped := functor.Map(F.Identity[int])(m)
+
+		mVal, mErr := m()
+		mappedVal, mappedErr := mapped()
+
+		assert.Equal(t, mErr, mappedErr)
+		assert.Equal(t, mVal, mappedVal)
+	})
+}
+
+// TestMonadParVsSeq tests that MonadPar and MonadSeq produce the same results
+func TestMonadParVsSeq(t *testing.T) {
+	t.Run("Par and Seq produce same results for Map", func(t *testing.T) {
+		monadPar := MonadPar[int, int]()
+		monadSeq := MonadSeq[int, int]()
+
+		io := Of(5)
+		f := func(x int) int { return x * 2 }
+
+		par := monadPar.Map(f)(io)
+		seq := monadSeq.Map(f)(io)
+
+		parVal, parErr := par()
+		seqVal, seqErr := seq()
+
+		assert.Equal(t, parErr, seqErr)
+		assert.Equal(t, parVal, seqVal)
+	})
+
+	t.Run("Par and Seq produce same results for Chain", func(t *testing.T) {
+		monadPar := MonadPar[int, string]()
+		monadSeq := MonadSeq[int, string]()
+
+		io := Of(42)
+		f := func(x int) IOResult[string] {
+			return Of(fmt.Sprintf("value: %d", x))
+		}
+
+		par := monadPar.Chain(f)(io)
+		seq := monadSeq.Chain(f)(io)
+
+		parVal, parErr := par()
+		seqVal, seqErr := seq()
+
+		assert.Equal(t, parErr, seqErr)
+		assert.Equal(t, parVal, seqVal)
+	})
+
+	t.Run("Default Monad uses parallel execution", func(t *testing.T) {
+		monadDefault := Monad[int, int]()
+		monadPar := MonadPar[int, int]()
+
+		io := Of(5)
+		f := func(x int) int { return x * 2 }
+
+		def := monadDefault.Map(f)(io)
+		par := monadPar.Map(f)(io)
+
+		defVal, defErr := def()
+		parVal, parErr := par()
+
+		assert.Equal(t, parErr, defErr)
+		assert.Equal(t, parVal, defVal)
+	})
+}
+
+// TestMonadIntegration tests complete workflows using the monad interface
+func TestMonadIntegration(t *testing.T) {
+	t.Run("Complex pipeline using monad operations", func(t *testing.T) {
+		monad1 := Monad[int, int]()
+		monad2 := Monad[int, string]()
+
+		// Build a pipeline: multiply by 2, add 3, then format
+		result := F.Pipe2(
+			monad1.Of(5),
+			monad1.Map(func(x int) int { return x * 2 }),
+			monad1.Chain(func(x int) IOResult[int] {
+				return Of(x + 3)
+			}),
+		)
+
+		// Continue with type change
+		formatted := monad2.Map(func(x int) string {
+			return fmt.Sprintf("Final: %d", x)
+		})(result)
+
+		val, err := formatted()
+		assert.NoError(t, err)
+		assert.Equal(t, "Final: 13", val) // (5 * 2) + 3 = 13
+	})
+
+	t.Run("Error handling in complex pipeline", func(t *testing.T) {
+		monad1 := Monad[int, int]()
+		monad2 := Monad[int, string]()
+
+		result := F.Pipe2(
+			monad1.Of(5),
+			monad1.Map(func(x int) int { return x * 2 }),
+			monad1.Chain(func(x int) IOResult[int] {
+				if x > 5 {
+					return Left[int](errors.New("value too large"))
+				}
+				return Of(x + 3)
+			}),
+		)
+
+		formatted := monad2.Map(func(x int) string {
+			return fmt.Sprintf("Final: %d", x)
+		})(result)
+
+		_, err := formatted()
+		assert.Error(t, err)
+		assert.Equal(t, "value too large", err.Error())
+	})
+}

v2/idiomatic/ioresult/monoid.go

@@ -0,0 +1,66 @@
+//   Copyright (c) 2023 IBM Corp.
+//   All rights reserved.
+//
+//   Licensed under the Apache License, Version 2.0 (the "License");
+//   you may not use this file except in compliance with the License.
+//   You may obtain a copy of the License at
+//
+//   http://www.apache.org/licenses/LICENSE-2.0
+//
+//   Unless required by applicable law or agreed to in writing, software
+//   distributed under the License is distributed on an "AS IS" BASIS,
+//   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+//   See the License for the specific language governing permissions and
+//   limitations under the License.
+
+package ioresult
+
+import (
+	"github.com/IBM/fp-go/v2/monoid"
+)
+
+type (
+	Monoid[A any] = monoid.Monoid[IOResult[A]]
+)
+
+// ApplicativeMonoid returns a [Monoid] that concatenates [IOEither] instances via their applicative
+// ApplicativeMonoid returns a Monoid that concatenates IOResult instances via their applicative.
+// Uses parallel execution (default Ap behavior).
+func ApplicativeMonoid[A any](
+	m monoid.Monoid[A],
+) Monoid[A] {
+	return monoid.ApplicativeMonoid(
+		MonadOf[A],
+		MonadMap[A, func(A) A],
+		MonadAp[A, A],
+		m,
+	)
+}
+
+// ApplicativeMonoid returns a [Monoid] that concatenates [IOEither] instances via their applicative
+// ApplicativeMonoidSeq returns a Monoid that concatenates IOResult instances sequentially.
+// Uses sequential execution (ApSeq).
+func ApplicativeMonoidSeq[A any](
+	m monoid.Monoid[A],
+) Monoid[A] {
+	return monoid.ApplicativeMonoid(
+		MonadOf[A],
+		MonadMap[A, func(A) A],
+		MonadApSeq[A, A],
+		m,
+	)
+}
+
+// ApplicativeMonoid returns a [Monoid] that concatenates [IOEither] instances via their applicative
+// ApplicativeMonoidPar returns a Monoid that concatenates IOResult instances in parallel.
+// Uses parallel execution (ApPar) explicitly.
+func ApplicativeMonoidPar[A any](
+	m monoid.Monoid[A],
+) Monoid[A] {
+	return monoid.ApplicativeMonoid(
+		MonadOf[A],
+		MonadMap[A, func(A) A],
+		MonadApPar[A, A],
+		m,
+	)
+}

v2/idiomatic/ioresult/monoid_test.go

@@ -0,0 +1,238 @@
+//   Copyright (c) 2023 IBM Corp.
+//   All rights reserved.
+//
+//   Licensed under the Apache License, Version 2.0 (the "License");
+//   you may not use this file except in compliance with the License.
+//   You may obtain a copy of the License at
+//
+//   http://www.apache.org/licenses/LICENSE-2.0
+//
+//   Unless required by applicable law or agreed to in writing, software
+//   distributed under the License is distributed on an "AS IS" BASIS,
+//   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+//   See the License for the specific language governing permissions and
+//   limitations under the License.
+
+package ioresult
+
+import (
+	"fmt"
+	"testing"
+
+	N "github.com/IBM/fp-go/v2/number"
+	S "github.com/IBM/fp-go/v2/string"
+	"github.com/stretchr/testify/assert"
+)
+
+func TestApplicativeMonoid(t *testing.T) {
+	m := ApplicativeMonoid(S.Monoid)
+
+	// good cases
+	result1, err1 := m.Concat(Of("a"), Of("b"))()
+	assert.NoError(t, err1)
+	assert.Equal(t, "ab", result1)
+
+	result2, err2 := m.Concat(Of("a"), m.Empty())()
+	assert.NoError(t, err2)
+	assert.Equal(t, "a", result2)
+
+	result3, err3 := m.Concat(m.Empty(), Of("b"))()
+	assert.NoError(t, err3)
+	assert.Equal(t, "b", result3)
+
+	// bad cases
+	e1 := fmt.Errorf("e1")
+	e2 := fmt.Errorf("e2")
+
+	_, err4 := m.Concat(Left[string](e1), Of("b"))()
+	assert.Error(t, err4)
+	assert.Equal(t, e1, err4)
+
+	_, err5 := m.Concat(Left[string](e1), Left[string](e2))()
+	assert.Error(t, err5)
+	assert.Equal(t, e1, err5)
+
+	_, err6 := m.Concat(Of("a"), Left[string](e2))()
+	assert.Error(t, err6)
+	assert.Equal(t, e2, err6)
+}
+
+func TestApplicativeMonoidSeq(t *testing.T) {
+	m := ApplicativeMonoidSeq(S.Monoid)
+
+	t.Run("Sequential concatenation of successful values", func(t *testing.T) {
+		result, err := m.Concat(Of("hello"), Of(" world"))()
+		assert.NoError(t, err)
+		assert.Equal(t, "hello world", result)
+	})
+
+	t.Run("Empty element is identity (left)", func(t *testing.T) {
+		result, err := m.Concat(m.Empty(), Of("test"))()
+		assert.NoError(t, err)
+		assert.Equal(t, "test", result)
+	})
+
+	t.Run("Empty element is identity (right)", func(t *testing.T) {
+		result, err := m.Concat(Of("test"), m.Empty())()
+		assert.NoError(t, err)
+		assert.Equal(t, "test", result)
+	})
+
+	t.Run("First error short-circuits", func(t *testing.T) {
+		e1 := fmt.Errorf("error1")
+		_, err := m.Concat(Left[string](e1), Of("world"))()
+		assert.Error(t, err)
+		assert.Equal(t, e1, err)
+	})
+
+	t.Run("Second error after first succeeds", func(t *testing.T) {
+		e2 := fmt.Errorf("error2")
+		_, err := m.Concat(Of("hello"), Left[string](e2))()
+		assert.Error(t, err)
+		assert.Equal(t, e2, err)
+	})
+
+	t.Run("Multiple concatenations", func(t *testing.T) {
+		m := ApplicativeMonoidSeq(S.Monoid)
+		result, err := m.Concat(
+			m.Concat(Of("a"), Of("b")),
+			m.Concat(Of("c"), Of("d")),
+		)()
+		assert.NoError(t, err)
+		assert.Equal(t, "abcd", result)
+	})
+}
+
+func TestApplicativeMonoidPar(t *testing.T) {
+	m := ApplicativeMonoidPar(N.MonoidSum[int]())
+
+	t.Run("Parallel concatenation of successful values", func(t *testing.T) {
+		result, err := m.Concat(Of(10), Of(20))()
+		assert.NoError(t, err)
+		assert.Equal(t, 30, result)
+	})
+
+	t.Run("Empty element is identity (left)", func(t *testing.T) {
+		result, err := m.Concat(m.Empty(), Of(42))()
+		assert.NoError(t, err)
+		assert.Equal(t, 42, result)
+	})
+
+	t.Run("Empty element is identity (right)", func(t *testing.T) {
+		result, err := m.Concat(Of(42), m.Empty())()
+		assert.NoError(t, err)
+		assert.Equal(t, 42, result)
+	})
+
+	t.Run("Both empty returns empty", func(t *testing.T) {
+		result, err := m.Empty()()
+		assert.NoError(t, err)
+		assert.Equal(t, 0, result) // 0 is the identity for sum
+	})
+
+	t.Run("First error in parallel", func(t *testing.T) {
+		e1 := fmt.Errorf("error1")
+		_, err := m.Concat(Left[int](e1), Of(20))()
+		assert.Error(t, err)
+		assert.Equal(t, e1, err)
+	})
+
+	t.Run("Second error in parallel", func(t *testing.T) {
+		e2 := fmt.Errorf("error2")
+		_, err := m.Concat(Of(10), Left[int](e2))()
+		assert.Error(t, err)
+		assert.Equal(t, e2, err)
+	})
+
+	t.Run("Associativity property", func(t *testing.T) {
+		// (a <> b) <> c == a <> (b <> c)
+		a := Of(1)
+		b := Of(2)
+		c := Of(3)
+
+		left, leftErr := m.Concat(m.Concat(a, b), c)()
+		right, rightErr := m.Concat(a, m.Concat(b, c))()
+
+		assert.NoError(t, leftErr)
+		assert.NoError(t, rightErr)
+		assert.Equal(t, 6, left)
+		assert.Equal(t, 6, right)
+	})
+
+	t.Run("Identity property (left)", func(t *testing.T) {
+		// empty <> a == a
+		a := Of(42)
+		result, err := m.Concat(m.Empty(), a)()
+		expected, expectedErr := a()
+
+		assert.NoError(t, err)
+		assert.NoError(t, expectedErr)
+		assert.Equal(t, expected, result)
+	})
+
+	t.Run("Identity property (right)", func(t *testing.T) {
+		// a <> empty == a
+		a := Of(42)
+		result, err := m.Concat(a, m.Empty())()
+		expected, expectedErr := a()
+
+		assert.NoError(t, err)
+		assert.NoError(t, expectedErr)
+		assert.Equal(t, expected, result)
+	})
+}
+
+func TestMonoidWithProduct(t *testing.T) {
+	m := ApplicativeMonoid(N.MonoidProduct[int]())
+
+	t.Run("Multiply successful values", func(t *testing.T) {
+		result, err := m.Concat(Of(3), Of(4))()
+		assert.NoError(t, err)
+		assert.Equal(t, 12, result)
+	})
+
+	t.Run("Identity is 1 for product", func(t *testing.T) {
+		result, err := m.Empty()()
+		assert.NoError(t, err)
+		assert.Equal(t, 1, result)
+	})
+
+	t.Run("Multiply with identity", func(t *testing.T) {
+		result, err := m.Concat(Of(5), m.Empty())()
+		assert.NoError(t, err)
+		assert.Equal(t, 5, result)
+	})
+}
+
+func TestMonoidLaws(t *testing.T) {
+	// Test that all three monoid variants satisfy monoid laws
+	testMonoidLaws := func(name string, m Monoid[string]) {
+		t.Run(name, func(t *testing.T) {
+			a := Of("a")
+			b := Of("b")
+			c := Of("c")
+
+			t.Run("Associativity: (a <> b) <> c == a <> (b <> c)", func(t *testing.T) {
+				left, _ := m.Concat(m.Concat(a, b), c)()
+				right, _ := m.Concat(a, m.Concat(b, c))()
+				assert.Equal(t, left, right)
+			})
+
+			t.Run("Left identity: empty <> a == a", func(t *testing.T) {
+				result, _ := m.Concat(m.Empty(), a)()
+				expected, _ := a()
+				assert.Equal(t, expected, result)
+			})
+
+			t.Run("Right identity: a <> empty == a", func(t *testing.T) {
+				result, _ := m.Concat(a, m.Empty())()
+				expected, _ := a()
+				assert.Equal(t, expected, result)
+			})
+		})
+	}
+
+	testMonoidLaws("ApplicativeMonoid", ApplicativeMonoid(S.Monoid))
+	testMonoidLaws("ApplicativeMonoidSeq", ApplicativeMonoidSeq(S.Monoid))
+	testMonoidLaws("ApplicativeMonoidPar", ApplicativeMonoidPar(S.Monoid))
+}

v2/idiomatic/ioresult/profile_test.go

@@ -0,0 +1,210 @@
+// Copyright (c) 2023 - 2025 IBM Corp.
+// All rights reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package ioresult
+
+import (
+	"errors"
+	"testing"
+
+	F "github.com/IBM/fp-go/v2/function"
+)
+
+// Benchmark the closure allocations in Bind
+func BenchmarkBindAllocations(b *testing.B) {
+	type Data struct {
+		Value int
+	}
+
+	setter := func(v int) func(Data) Data {
+		return func(d Data) Data {
+			d.Value = v
+			return d
+		}
+	}
+
+	b.Run("Bind", func(b *testing.B) {
+		io := Of(Data{Value: 0})
+		f := func(d Data) IOResult[int] { return Of(d.Value * 2) }
+
+		b.ResetTimer()
+		b.ReportAllocs()
+		for i := 0; i < b.N; i++ {
+			result := Bind(setter, f)(io)
+			_, _ = result()
+		}
+	})
+
+	b.Run("DirectChainMap", func(b *testing.B) {
+		io := Of(Data{Value: 0})
+		f := func(d Data) IOResult[int] { return Of(d.Value * 2) }
+
+		b.ResetTimer()
+		b.ReportAllocs()
+		for i := 0; i < b.N; i++ {
+			// Manual inlined version of Bind to see baseline
+			result := Chain(func(s1 Data) IOResult[Data] {
+				return Map(func(b int) Data {
+					return setter(b)(s1)
+				})(f(s1))
+			})(io)
+			_, _ = result()
+		}
+	})
+}
+
+// Benchmark Map with different patterns
+func BenchmarkMapPatterns(b *testing.B) {
+	b.Run("SimpleFunction", func(b *testing.B) {
+		io := Of(42)
+		f := func(x int) int { return x * 2 }
+
+		b.ResetTimer()
+		b.ReportAllocs()
+		for i := 0; i < b.N; i++ {
+			result := Map(f)(io)
+			_, _ = result()
+		}
+	})
+
+	b.Run("InlinedLambda", func(b *testing.B) {
+		io := Of(42)
+
+		b.ResetTimer()
+		b.ReportAllocs()
+		for i := 0; i < b.N; i++ {
+			result := Map(func(x int) int { return x * 2 })(io)
+			_, _ = result()
+		}
+	})
+
+	b.Run("NestedMaps", func(b *testing.B) {
+		io := Of(42)
+
+		b.ResetTimer()
+		b.ReportAllocs()
+		for i := 0; i < b.N; i++ {
+			result := F.Pipe3(
+				io,
+				Map(func(x int) int { return x + 1 }),
+				Map(func(x int) int { return x * 2 }),
+				Map(func(x int) int { return x - 3 }),
+			)
+			_, _ = result()
+		}
+	})
+}
+
+// Benchmark Of patterns
+func BenchmarkOfPatterns(b *testing.B) {
+	b.Run("IntValue", func(b *testing.B) {
+		b.ResetTimer()
+		b.ReportAllocs()
+		for i := 0; i < b.N; i++ {
+			io := Of(42)
+			_, _ = io()
+		}
+	})
+
+	b.Run("StructValue", func(b *testing.B) {
+		type Data struct {
+			A int
+			B string
+		}
+
+		b.ResetTimer()
+		b.ReportAllocs()
+		for i := 0; i < b.N; i++ {
+			io := Of(Data{A: 42, B: "test"})
+			_, _ = io()
+		}
+	})
+
+	b.Run("PointerValue", func(b *testing.B) {
+		type Data struct {
+			A int
+			B string
+		}
+
+		b.ResetTimer()
+		b.ReportAllocs()
+		for i := 0; i < b.N; i++ {
+			io := Of(&Data{A: 42, B: "test"})
+			_, _ = io()
+		}
+	})
+}
+
+// Benchmark the internal chain implementation
+func BenchmarkChainPatterns(b *testing.B) {
+	b.Run("SimpleChain", func(b *testing.B) {
+		io := Of(42)
+		f := func(x int) IOResult[int] { return Of(x * 2) }
+
+		b.ResetTimer()
+		b.ReportAllocs()
+		for i := 0; i < b.N; i++ {
+			result := Chain(f)(io)
+			_, _ = result()
+		}
+	})
+
+	b.Run("ChainSequence", func(b *testing.B) {
+		f1 := func(x int) IOResult[int] { return Of(x + 1) }
+		f2 := func(x int) IOResult[int] { return Of(x * 2) }
+		f3 := func(x int) IOResult[int] { return Of(x - 3) }
+
+		b.ResetTimer()
+		b.ReportAllocs()
+		for i := 0; i < b.N; i++ {
+			result := F.Pipe3(
+				Of(42),
+				Chain(f1),
+				Chain(f2),
+				Chain(f3),
+			)
+			_, _ = result()
+		}
+	})
+}
+
+// Benchmark error handling paths
+func BenchmarkErrorPaths(b *testing.B) {
+	b.Run("SuccessPath", func(b *testing.B) {
+		b.ResetTimer()
+		b.ReportAllocs()
+		for i := 0; i < b.N; i++ {
+			result := F.Pipe2(
+				Of(42),
+				Map(func(x int) int { return x * 2 }),
+				Chain(func(x int) IOResult[int] { return Of(x + 1) }),
+			)
+			_, _ = result()
+		}
+	})
+
+	b.Run("ErrorPath", func(b *testing.B) {
+		b.ResetTimer()
+		b.ReportAllocs()
+		for i := 0; i < b.N; i++ {
+			result := F.Pipe2(
+				Left[int](errors.New("error")),
+				Map(func(x int) int { return x * 2 }),
+				Chain(func(x int) IOResult[int] { return Of(x + 1) }),
+			)
+			_, _ = result()
+		}
+	})
+}

v2/idiomatic/ioresult/retry.go

@@ -0,0 +1,45 @@
+// Copyright (c) 2023 - 2025 IBM Corp.
+// All rights reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package ioresult
+
+import (
+	"github.com/IBM/fp-go/v2/io"
+	"github.com/IBM/fp-go/v2/result"
+	R "github.com/IBM/fp-go/v2/retry"
+)
+
+// Retrying retries an IOResult computation according to a retry policy.
+// The action receives retry status information on each attempt.
+// The check function determines if the result warrants another retry.
+func Retrying[A any](
+	policy R.RetryPolicy,
+	action Kleisli[R.RetryStatus, A],
+	check func(A, error) bool,
+) IOResult[A] {
+	fromResult := io.Retrying(policy,
+		func(rs R.RetryStatus) IO[Result[A]] {
+			return func() Result[A] {
+				return result.TryCatchError(action(rs)())
+			}
+		},
+		func(a Result[A]) bool {
+			return check(result.Unwrap(a))
+		},
+	)
+	return func() (A, error) {
+		return result.Unwrap(fromResult())
+	}
+}

v2/idiomatic/ioresult/retry_test.go

@@ -0,0 +1,51 @@
+// Copyright (c) 2023 - 2025 IBM Corp.
+// All rights reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package ioresult
+
+import (
+	"fmt"
+	"testing"
+	"time"
+
+	R "github.com/IBM/fp-go/v2/retry"
+	"github.com/stretchr/testify/assert"
+)
+
+var expLogBackoff = R.ExponentialBackoff(10 * time.Millisecond)
+
+// our retry policy with a 1s cap
+var testLogPolicy = R.CapDelay(
+	2*time.Second,
+	R.Monoid.Concat(expLogBackoff, R.LimitRetries(20)),
+)
+
+func TestRetry(t *testing.T) {
+	action := func(status R.RetryStatus) IOResult[string] {
+		if status.IterNumber < 5 {
+			return Left[string](fmt.Errorf("retrying %d", status.IterNumber))
+		}
+		return Of(fmt.Sprintf("Retrying %d", status.IterNumber))
+	}
+	check := func(val string, err error) bool {
+		return err != nil
+	}
+
+	r := Retrying(testLogPolicy, action, check)
+
+	result, err := r()
+	assert.NoError(t, err)
+	assert.Equal(t, "Retrying 5", result)
+}

v2/idiomatic/ioresult/semigroup.go

@@ -0,0 +1,33 @@
+// Copyright (c) 2023 - 2025 IBM Corp.
+// All rights reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package ioresult
+
+import (
+	"github.com/IBM/fp-go/v2/semigroup"
+)
+
+type (
+	Semigroup[A any] = semigroup.Semigroup[IOResult[A]]
+)
+
+// AltSemigroup is a [Semigroup] that tries the first item and then the second one using an alternative
+// AltSemigroup creates a Semigroup that tries the first IOResult, then the second on failure.
+// This implements the alternative operation for combining IOResults.
+func AltSemigroup[A any]() Semigroup[A] {
+	return semigroup.AltSemigroup(
+		MonadAlt[A],
+	)
+}

v2/idiomatic/ioresult/semigroup_test.go

@@ -0,0 +1,120 @@
+// Copyright (c) 2023 - 2025 IBM Corp.
+// All rights reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package ioresult
+
+import (
+	"errors"
+	"testing"
+
+	"github.com/stretchr/testify/assert"
+)
+
+func TestAltSemigroup(t *testing.T) {
+	sg := AltSemigroup[int]()
+
+	t.Run("First succeeds, second not evaluated", func(t *testing.T) {
+		first := Of(42)
+		second := Of(100)
+
+		result, err := sg.Concat(first, second)()
+		assert.NoError(t, err)
+		assert.Equal(t, 42, result)
+	})
+
+	t.Run("First fails, second succeeds", func(t *testing.T) {
+		first := Left[int](errors.New("first error"))
+		second := Of(100)
+
+		result, err := sg.Concat(first, second)()
+		assert.NoError(t, err)
+		assert.Equal(t, 100, result)
+	})
+
+	t.Run("Both fail, returns second error", func(t *testing.T) {
+		first := Left[int](errors.New("first error"))
+		second := Left[int](errors.New("second error"))
+
+		_, err := sg.Concat(first, second)()
+		assert.Error(t, err)
+		assert.Equal(t, "second error", err.Error())
+	})
+
+	t.Run("Both succeed, returns first", func(t *testing.T) {
+		first := Of(42)
+		second := Of(100)
+
+		result, err := sg.Concat(first, second)()
+		assert.NoError(t, err)
+		assert.Equal(t, 42, result)
+	})
+
+	t.Run("Associativity property", func(t *testing.T) {
+		// (a <> b) <> c == a <> (b <> c)
+		a := Left[int](errors.New("a"))
+		b := Left[int](errors.New("b"))
+		c := Of(42)
+
+		// Left associative: (a <> b) <> c
+		left, leftErr := sg.Concat(sg.Concat(a, b), c)()
+
+		// Right associative: a <> (b <> c)
+		right, rightErr := sg.Concat(a, sg.Concat(b, c))()
+
+		assert.NoError(t, leftErr)
+		assert.NoError(t, rightErr)
+		assert.Equal(t, left, right)
+		assert.Equal(t, 42, left)
+	})
+
+	t.Run("Multiple alternatives", func(t *testing.T) {
+		sg := AltSemigroup[string]()
+
+		first := Left[string](errors.New("error1"))
+		second := Left[string](errors.New("error2"))
+		third := Left[string](errors.New("error3"))
+		fourth := Of("success")
+
+		result, err := sg.Concat(
+			sg.Concat(sg.Concat(first, second), third),
+			fourth,
+		)()
+
+		assert.NoError(t, err)
+		assert.Equal(t, "success", result)
+	})
+}
+
+func TestAltSemigroupWithStrings(t *testing.T) {
+	sg := AltSemigroup[string]()
+
+	t.Run("Concatenate successful string results", func(t *testing.T) {
+		first := Of("hello")
+		second := Of("world")
+
+		result, err := sg.Concat(first, second)()
+		assert.NoError(t, err)
+		assert.Equal(t, "hello", result) // First one wins
+	})
+
+	t.Run("Fallback to second on first failure", func(t *testing.T) {
+		first := Left[string](errors.New("network error"))
+		second := Of("fallback value")
+
+		result, err := sg.Concat(first, second)()
+		assert.NoError(t, err)
+		assert.Equal(t, "fallback value", result)
+	})
+}

v2/idiomatic/ioresult/sequence_test.go

@@ -0,0 +1,83 @@
+// Copyright (c) 2023 - 2025 IBM Corp.
+// All rights reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package ioresult
+
+import (
+	"fmt"
+
+	A "github.com/IBM/fp-go/v2/array"
+	F "github.com/IBM/fp-go/v2/function"
+	"github.com/stretchr/testify/assert"
+
+	TST "github.com/IBM/fp-go/v2/internal/testing"
+
+	"testing"
+)
+
+func TestMapSeq(t *testing.T) {
+	var results []string
+
+	handler := func(value string) IOResult[string] {
+		return func() (string, error) {
+			results = append(results, value)
+			return value, nil
+		}
+	}
+
+	src := A.From("a", "b", "c")
+
+	res := F.Pipe2(
+		src,
+		TraverseArraySeq(handler),
+		Map(func(data []string) bool {
+			return assert.Equal(t, data, results)
+		}),
+	)
+
+	result, err := res()
+	assert.NoError(t, err)
+	assert.True(t, result)
+}
+
+func TestSequenceArray(t *testing.T) {
+
+	s := TST.SequenceArrayTest(
+		FromStrictEquals[bool](),
+		Pointed[string](),
+		Pointed[bool](),
+		Functor[[]string, bool](),
+		SequenceArray[string],
+	)
+
+	for i := 0; i < 10; i++ {
+		t.Run(fmt.Sprintf("TestSequenceArray %d", i), s(i))
+	}
+}
+
+func TestSequenceArrayError(t *testing.T) {
+
+	s := TST.SequenceArrayErrorTest(
+		FromStrictEquals[bool](),
+		Left[string],
+		Left[bool],
+		Pointed[string](),
+		Pointed[bool](),
+		Functor[[]string, bool](),
+		SequenceArray[string],
+	)
+	// run across four bits
+	s(4)(t)
+}

v2/idiomatic/ioresult/sync.go

@@ -0,0 +1,32 @@
+// Copyright (c) 2023 - 2025 IBM Corp.
+// All rights reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package ioresult
+
+import (
+	"context"
+)
+
+// WithLock executes the provided IO operation in the scope of a lock
+// WithLock executes an IOResult within the scope of a lock.
+// The lock is acquired before execution and released after (via defer).
+func WithLock[A any](lock IO[context.CancelFunc]) Operator[A, A] {
+	return func(fa IOResult[A]) IOResult[A] {
+		return func() (A, error) {
+			defer lock()()
+			return fa()
+		}
+	}
+}

v2/idiomatic/ioresult/testing/laws.go

@@ -0,0 +1,76 @@
+// Copyright (c) 2023 - 2025 IBM Corp.
+// All rights reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package testing
+
+import (
+	"testing"
+
+	"github.com/IBM/fp-go/v2/either"
+	EQ "github.com/IBM/fp-go/v2/eq"
+	L "github.com/IBM/fp-go/v2/internal/monad/testing"
+	"github.com/IBM/fp-go/v2/ioeither"
+)
+
+// AssertLaws asserts the apply monad laws for the `IOEither` monad
+func AssertLaws[E, A, B, C any](t *testing.T,
+	eqe EQ.Eq[E],
+	eqa EQ.Eq[A],
+	eqb EQ.Eq[B],
+	eqc EQ.Eq[C],
+
+	ab func(A) B,
+	bc func(B) C,
+) func(a A) bool {
+
+	return L.AssertLaws(t,
+		ioeither.Eq(either.Eq(eqe, eqa)),
+		ioeither.Eq(either.Eq(eqe, eqb)),
+		ioeither.Eq(either.Eq(eqe, eqc)),
+
+		ioeither.Of[E, A],
+		ioeither.Of[E, B],
+		ioeither.Of[E, C],
+
+		ioeither.Of[E, func(A) A],
+		ioeither.Of[E, func(A) B],
+		ioeither.Of[E, func(B) C],
+		ioeither.Of[E, func(func(A) B) B],
+
+		ioeither.MonadMap[E, A, A],
+		ioeither.MonadMap[E, A, B],
+		ioeither.MonadMap[E, A, C],
+		ioeither.MonadMap[E, B, C],
+
+		ioeither.MonadMap[E, func(B) C, func(func(A) B) func(A) C],
+
+		ioeither.MonadChain[E, A, A],
+		ioeither.MonadChain[E, A, B],
+		ioeither.MonadChain[E, A, C],
+		ioeither.MonadChain[E, B, C],
+
+		ioeither.MonadAp[A, E, A],
+		ioeither.MonadAp[B, E, A],
+		ioeither.MonadAp[C, E, B],
+		ioeither.MonadAp[C, E, A],
+
+		ioeither.MonadAp[B, E, func(A) B],
+		ioeither.MonadAp[func(A) C, E, func(A) B],
+
+		ab,
+		bc,
+	)
+
+}

v2/idiomatic/ioresult/testing/laws_test.go

@@ -0,0 +1,48 @@
+// Copyright (c) 2023 - 2025 IBM Corp.
+// All rights reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package testing
+
+import (
+	"fmt"
+	"testing"
+
+	EQ "github.com/IBM/fp-go/v2/eq"
+	"github.com/stretchr/testify/assert"
+)
+
+func TestMonadLaws(t *testing.T) {
+	// some comparison
+	eqe := EQ.FromStrictEquals[string]()
+	eqa := EQ.FromStrictEquals[bool]()
+	eqb := EQ.FromStrictEquals[int]()
+	eqc := EQ.FromStrictEquals[string]()
+
+	ab := func(a bool) int {
+		if a {
+			return 1
+		}
+		return 0
+	}
+
+	bc := func(b int) string {
+		return fmt.Sprintf("value %d", b)
+	}
+
+	laws := AssertLaws(t, eqe, eqa, eqb, eqc, ab, bc)
+
+	assert.True(t, laws(true))
+	assert.True(t, laws(false))
+}

v2/idiomatic/ioresult/traverse.go

@@ -0,0 +1,234 @@
+// Copyright (c) 2023 - 2025 IBM Corp.
+// All rights reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package ioresult
+
+import (
+	"github.com/IBM/fp-go/v2/function"
+	"github.com/IBM/fp-go/v2/internal/array"
+	"github.com/IBM/fp-go/v2/internal/record"
+)
+
+// TraverseArray transforms an array
+// TraverseArray transforms an array by applying an IOResult-producing function to each element.
+// Uses parallel execution by default. If any element fails, the entire traversal fails.
+//
+//go:inline
+func TraverseArray[A, B any](f Kleisli[A, B]) Kleisli[[]A, []B] {
+	return array.Traverse[[]A](
+		Of[[]B],
+		Map[[]B, func(B) []B],
+		Ap[[]B, B],
+
+		f,
+	)
+}
+
+// TraverseArrayWithIndex transforms an array
+// TraverseArrayWithIndex transforms an array with access to element indices.
+// Uses parallel execution by default.
+//
+//go:inline
+func TraverseArrayWithIndex[A, B any](f func(int, A) IOResult[B]) Kleisli[[]A, []B] {
+	return array.TraverseWithIndex[[]A](
+		Of[[]B],
+		Map[[]B, func(B) []B],
+		Ap[[]B, B],
+
+		f,
+	)
+}
+
+// SequenceArray converts a homogeneous sequence of either into an either of sequence
+// SequenceArray converts an array of IOResults into an IOResult of an array.
+// Uses parallel execution by default.
+func SequenceArray[A any](ma []IOResult[A]) IOResult[[]A] {
+	return TraverseArray(function.Identity[IOResult[A]])(ma)
+}
+
+// TraverseRecord transforms a record
+// TraverseRecord transforms a map by applying an IOResult-producing function to each value.
+// Uses parallel execution by default.
+//
+//go:inline
+func TraverseRecord[K comparable, A, B any](f Kleisli[A, B]) Kleisli[map[K]A, map[K]B] {
+	return record.Traverse[map[K]A](
+		Of[map[K]B],
+		Map[map[K]B, func(B) map[K]B],
+		Ap[map[K]B, B],
+
+		f,
+	)
+}
+
+// TraverseRecordWithIndex transforms a record
+// TraverseRecordWithIndex transforms a map with access to keys.
+// Uses parallel execution by default.
+//
+//go:inline
+func TraverseRecordWithIndex[K comparable, A, B any](f func(K, A) IOResult[B]) Kleisli[map[K]A, map[K]B] {
+	return record.TraverseWithIndex[map[K]A](
+		Of[map[K]B],
+		Map[map[K]B, func(B) map[K]B],
+		Ap[map[K]B, B],
+
+		f,
+	)
+}
+
+// SequenceRecord converts a homogeneous sequence of either into an either of sequence
+// SequenceRecord converts a map of IOResults into an IOResult of a map.
+// Uses parallel execution by default.
+func SequenceRecord[K comparable, A any](ma map[K]IOResult[A]) IOResult[map[K]A] {
+	return TraverseRecord[K](function.Identity[IOResult[A]])(ma)
+}
+
+// TraverseArraySeq transforms an array
+// TraverseArraySeq transforms an array sequentially.
+// Elements are processed one at a time in order.
+//
+//go:inline
+func TraverseArraySeq[A, B any](f Kleisli[A, B]) Kleisli[[]A, []B] {
+	return array.Traverse[[]A](
+		Of[[]B],
+		Map[[]B, func(B) []B],
+		ApSeq[[]B, B],
+
+		f,
+	)
+}
+
+// TraverseArrayWithIndexSeq transforms an array
+// TraverseArrayWithIndexSeq transforms an array sequentially with indices.
+//
+//go:inline
+func TraverseArrayWithIndexSeq[A, B any](f func(int, A) IOResult[B]) Kleisli[[]A, []B] {
+	return array.TraverseWithIndex[[]A](
+		Of[[]B],
+		Map[[]B, func(B) []B],
+		ApSeq[[]B, B],
+
+		f,
+	)
+}
+
+// SequenceArraySeq converts a homogeneous sequence of either into an either of sequence
+// SequenceArraySeq converts an array of IOResults sequentially.
+func SequenceArraySeq[A any](ma []IOResult[A]) IOResult[[]A] {
+	return TraverseArraySeq(function.Identity[IOResult[A]])(ma)
+}
+
+// TraverseRecordSeq transforms a record
+// TraverseRecordSeq transforms a map sequentially.
+//
+//go:inline
+func TraverseRecordSeq[K comparable, A, B any](f Kleisli[A, B]) Kleisli[map[K]A, map[K]B] {
+	return record.Traverse[map[K]A](
+		Of[map[K]B],
+		Map[map[K]B, func(B) map[K]B],
+		ApSeq[map[K]B, B],
+
+		f,
+	)
+}
+
+// TraverseRecordWithIndexSeq transforms a record
+// TraverseRecordWithIndexSeq transforms a map sequentially with keys.
+//
+//go:inline
+func TraverseRecordWithIndexSeq[K comparable, A, B any](f func(K, A) IOResult[B]) Kleisli[map[K]A, map[K]B] {
+	return record.TraverseWithIndex[map[K]A](
+		Of[map[K]B],
+		Map[map[K]B, func(B) map[K]B],
+		ApSeq[map[K]B, B],
+
+		f,
+	)
+}
+
+// SequenceRecordSeq converts a homogeneous sequence of either into an either of sequence
+// SequenceRecordSeq converts a map of IOResults sequentially.
+func SequenceRecordSeq[K comparable, A any](ma map[K]IOResult[A]) IOResult[map[K]A] {
+	return TraverseRecordSeq[K](function.Identity[IOResult[A]])(ma)
+}
+
+// TraverseArrayPar transforms an array
+// TraverseArrayPar transforms an array in parallel (explicit).
+// This is equivalent to TraverseArray but makes parallelism explicit.
+//
+//go:inline
+func TraverseArrayPar[A, B any](f Kleisli[A, B]) Kleisli[[]A, []B] {
+	return array.Traverse[[]A](
+		Of[[]B],
+		Map[[]B, func(B) []B],
+		ApPar[[]B, B],
+
+		f,
+	)
+}
+
+// TraverseArrayWithIndexPar transforms an array
+// TraverseArrayWithIndexPar transforms an array in parallel with indices (explicit).
+//
+//go:inline
+func TraverseArrayWithIndexPar[A, B any](f func(int, A) IOResult[B]) Kleisli[[]A, []B] {
+	return array.TraverseWithIndex[[]A](
+		Of[[]B],
+		Map[[]B, func(B) []B],
+		ApPar[[]B, B],
+
+		f,
+	)
+}
+
+// SequenceArrayPar converts a homogeneous Paruence of either into an either of Paruence
+// SequenceArrayPar converts an array of IOResults in parallel (explicit).
+func SequenceArrayPar[A any](ma []IOResult[A]) IOResult[[]A] {
+	return TraverseArrayPar(function.Identity[IOResult[A]])(ma)
+}
+
+// TraverseRecordPar transforms a record
+// TraverseRecordPar transforms a map in parallel (explicit).
+//
+//go:inline
+func TraverseRecordPar[K comparable, A, B any](f Kleisli[A, B]) Kleisli[map[K]A, map[K]B] {
+	return record.Traverse[map[K]A](
+		Of[map[K]B],
+		Map[map[K]B, func(B) map[K]B],
+		ApPar[map[K]B, B],
+
+		f,
+	)
+}
+
+// TraverseRecordWithIndexPar transforms a record
+// TraverseRecordWithIndexPar transforms a map in parallel with keys (explicit).
+//
+//go:inline
+func TraverseRecordWithIndexPar[K comparable, A, B any](f func(K, A) IOResult[B]) Kleisli[map[K]A, map[K]B] {
+	return record.TraverseWithIndex[map[K]A](
+		Of[map[K]B],
+		Map[map[K]B, func(B) map[K]B],
+		ApSeq[map[K]B, B],
+
+		f,
+	)
+}
+
+// SequenceRecordPar converts a homogeneous Paruence of either into an either of Paruence
+// SequenceRecordPar converts a map of IOResults in parallel (explicit).
+func SequenceRecordPar[K comparable, A any](ma map[K]IOResult[A]) IOResult[map[K]A] {
+	return TraverseRecordPar[K](function.Identity[IOResult[A]])(ma)
+}

v2/idiomatic/ioresult/traverse_test.go

@@ -0,0 +1,38 @@
+// Copyright (c) 2023 - 2025 IBM Corp.
+// All rights reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package ioresult
+
+import (
+	"fmt"
+	"testing"
+
+	A "github.com/IBM/fp-go/v2/array"
+	"github.com/stretchr/testify/assert"
+)
+
+func TestTraverseArray(t *testing.T) {
+
+	src := A.From("A", "B")
+
+	trfrm := TraverseArrayWithIndex(func(idx int, data string) IOResult[string] {
+		return Of(fmt.Sprintf("idx: %d, data: %s", idx, data))
+	})
+
+	result, err := trfrm(src)()
+	assert.NoError(t, err)
+	assert.Equal(t, A.From("idx: 0, data: A", "idx: 1, data: B"), result)
+
+}

v2/idiomatic/ioresult/types.go

@@ -0,0 +1,39 @@
+package ioresult
+
+import (
+	"github.com/IBM/fp-go/v2/endomorphism"
+	"github.com/IBM/fp-go/v2/io"
+	"github.com/IBM/fp-go/v2/lazy"
+	"github.com/IBM/fp-go/v2/reader"
+	"github.com/IBM/fp-go/v2/result"
+)
+
+type (
+	// IO represents a computation that performs side effects and returns a value of type A.
+	IO[A any] = io.IO[A]
+
+	// Lazy represents a deferred computation that produces a value of type A when evaluated.
+	Lazy[A any] = lazy.Lazy[A]
+
+	// Result represents an Either with error as the left type, compatible with Go's (value, error) tuple.
+	Result[A any] = result.Result[A]
+
+	// Reader represents a computation that depends on a read-only environment of type R and produces a value of type A.
+	Reader[R, A any] = reader.Reader[R, A]
+
+	// Endomorphism represents a function from type A to type A.
+	Endomorphism[A any] = endomorphism.Endomorphism[A]
+
+	// IOResult represents a computation that performs IO and may fail with an error.
+	// It follows Go's idiomatic pattern of returning (value, error) tuples.
+	// A successful computation returns (value, nil), while a failed one returns (zero, error).
+	IOResult[A any] = func() (A, error)
+
+	// Kleisli represents a function from A to an IOResult of B.
+	// It is used for chaining computations that may fail.
+	Kleisli[A, B any] = Reader[A, IOResult[B]]
+
+	// Operator represents a transformation from IOResult[A] to IOResult[B].
+	// It is commonly used in function composition pipelines.
+	Operator[A, B any] = Kleisli[IOResult[A], B]
+)

v2/idiomatic/option/doc.go

@@ -232,5 +232,3 @@
 package option
 
 //go:generate go run .. option --count 10 --filename gen.go
-
-// Made with Bob

v2/idiomatic/readerresult/array.go

@@ -0,0 +1,94 @@
+// Copyright (c) 2023 - 2025 IBM Corp.
+// All rights reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package readerresult
+
+import (
+	F "github.com/IBM/fp-go/v2/function"
+	"github.com/IBM/fp-go/v2/internal/array"
+)
+
+// TraverseArray applies a ReaderResult-returning function to each element of an array,
+// collecting the results. If any element fails, the entire operation fails with the first error.
+//
+// Example:
+//
+//	parseUser := func(id int) readerresult.ReaderResult[DB, User] { ... }
+//	ids := []int{1, 2, 3}
+//	result := readerresult.TraverseArray[DB](parseUser)(ids)
+//	// result(db) returns ([]User, nil) with all users or (nil, error) on first error
+//
+//go:inline
+func TraverseArray[R, A, B any](f Kleisli[R, A, B]) Kleisli[R, []A, []B] {
+	return array.Traverse[[]A](
+		Of[R, []B],
+		Map[R, []B, func(B) []B],
+		Ap[[]B, R, B],
+
+		f,
+	)
+}
+
+//go:inline
+func MonadTraverseArray[R, A, B any](as []A, f Kleisli[R, A, B]) ReaderResult[R, []B] {
+	return array.MonadTraverse[[]A](
+		Of[R, []B],
+		Map[R, []B, func(B) []B],
+		Ap[[]B, R, B],
+		as,
+		f,
+	)
+}
+
+// TraverseArrayWithIndex is like TraverseArray but the function also receives the element's index.
+// This is useful when the transformation depends on the position in the array.
+//
+// Example:
+//
+//	processItem := func(idx int, item string) readerresult.ReaderResult[Config, int] {
+//	    return readerresult.Of[Config](idx + len(item))
+//	}
+//	items := []string{"a", "bb", "ccc"}
+//	result := readerresult.TraverseArrayWithIndex[Config](processItem)(items)
+//
+//go:inline
+func TraverseArrayWithIndex[R, A, B any](f func(int, A) ReaderResult[R, B]) Kleisli[R, []A, []B] {
+	return array.TraverseWithIndex[[]A](
+		Of[R, []B],
+		Map[R, []B, func(B) []B],
+		Ap[[]B, R, B],
+
+		f,
+	)
+}
+
+// SequenceArray converts an array of ReaderResult values into a single ReaderResult of an array.
+// If any element fails, the entire operation fails with the first error encountered.
+// All computations share the same environment.
+//
+// Example:
+//
+//	readers := []readerresult.ReaderResult[Config, int]{
+//	    readerresult.Of[Config](1),
+//	    readerresult.Of[Config](2),
+//	    readerresult.Of[Config](3),
+//	}
+//	result := readerresult.SequenceArray(readers)
+//	// result(cfg) returns ([]int{1, 2, 3}, nil)
+//
+//go:inline
+func SequenceArray[R, A any](ma []ReaderResult[R, A]) ReaderResult[R, []A] {
+	return MonadTraverseArray(ma, F.Identity[ReaderResult[R, A]])
+}

v2/idiomatic/readerresult/array_test.go

@@ -0,0 +1,42 @@
+// Copyright (c) 2023 - 2025 IBM Corp.
+// All rights reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package readerresult
+
+import (
+	"context"
+	"testing"
+
+	A "github.com/IBM/fp-go/v2/array"
+	F "github.com/IBM/fp-go/v2/function"
+	"github.com/stretchr/testify/assert"
+)
+
+func TestSequenceArray(t *testing.T) {
+
+	n := 10
+
+	readers := A.MakeBy(n, Of[context.Context, int])
+	exp := A.MakeBy(n, F.Identity[int])
+
+	g := F.Pipe1(
+		readers,
+		SequenceArray[context.Context, int],
+	)
+
+	v, err := g(context.Background())
+	assert.NoError(t, err)
+	assert.Equal(t, exp, v)
+}

v2/idiomatic/readerresult/benchmark_test.go

@@ -0,0 +1,283 @@
+// Copyright (c) 2023 - 2025 IBM Corp.
+// All rights reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package readerresult
+
+import (
+	"context"
+	"testing"
+
+	F "github.com/IBM/fp-go/v2/function"
+)
+
+type BenchContext struct {
+	Value int
+}
+
+// Benchmark basic operations
+
+func BenchmarkOf(b *testing.B) {
+	ctx := BenchContext{Value: 42}
+	b.ResetTimer()
+	for i := 0; i < b.N; i++ {
+		rr := Of[BenchContext](i)
+		_, _ = rr(ctx)
+	}
+}
+
+func BenchmarkLeft(b *testing.B) {
+	ctx := BenchContext{Value: 42}
+	err := testError
+	b.ResetTimer()
+	for i := 0; i < b.N; i++ {
+		rr := Left[BenchContext, int](err)
+		_, _ = rr(ctx)
+	}
+}
+
+func BenchmarkMap(b *testing.B) {
+	ctx := BenchContext{Value: 42}
+	rr := Of[BenchContext](10)
+	double := func(x int) int { return x * 2 }
+	b.ResetTimer()
+	for i := 0; i < b.N; i++ {
+		mapped := F.Pipe1(rr, Map[BenchContext](double))
+		_, _ = mapped(ctx)
+	}
+}
+
+func BenchmarkMapChain(b *testing.B) {
+	ctx := BenchContext{Value: 42}
+	rr := Of[BenchContext](1)
+	double := func(x int) int { return x * 2 }
+	b.ResetTimer()
+	for i := 0; i < b.N; i++ {
+		result := F.Pipe3(
+			rr,
+			Map[BenchContext](double),
+			Map[BenchContext](double),
+			Map[BenchContext](double),
+		)
+		_, _ = result(ctx)
+	}
+}
+
+func BenchmarkChain(b *testing.B) {
+	ctx := BenchContext{Value: 42}
+	rr := Of[BenchContext](10)
+	addOne := func(x int) ReaderResult[BenchContext, int] {
+		return Of[BenchContext](x + 1)
+	}
+	b.ResetTimer()
+	for i := 0; i < b.N; i++ {
+		chained := F.Pipe1(rr, Chain(addOne))
+		_, _ = chained(ctx)
+	}
+}
+
+func BenchmarkChainDeep(b *testing.B) {
+	ctx := BenchContext{Value: 42}
+	rr := Of[BenchContext](1)
+	addOne := func(x int) ReaderResult[BenchContext, int] {
+		return Of[BenchContext](x + 1)
+	}
+	b.ResetTimer()
+	for i := 0; i < b.N; i++ {
+		result := F.Pipe5(
+			rr,
+			Chain(addOne),
+			Chain(addOne),
+			Chain(addOne),
+			Chain(addOne),
+			Chain(addOne),
+		)
+		_, _ = result(ctx)
+	}
+}
+
+func BenchmarkAp(b *testing.B) {
+	ctx := BenchContext{Value: 42}
+	fab := Of[BenchContext](func(x int) int { return x * 2 })
+	fa := Of[BenchContext](21)
+	b.ResetTimer()
+	for i := 0; i < b.N; i++ {
+		result := MonadAp(fab, fa)
+		_, _ = result(ctx)
+	}
+}
+
+func BenchmarkSequenceT2(b *testing.B) {
+	ctx := BenchContext{Value: 42}
+	rr1 := Of[BenchContext](10)
+	rr2 := Of[BenchContext](20)
+	b.ResetTimer()
+	for i := 0; i < b.N; i++ {
+		result := SequenceT2(rr1, rr2)
+		_, _ = result(ctx)
+	}
+}
+
+func BenchmarkSequenceT4(b *testing.B) {
+	ctx := BenchContext{Value: 42}
+	rr1 := Of[BenchContext](10)
+	rr2 := Of[BenchContext](20)
+	rr3 := Of[BenchContext](30)
+	rr4 := Of[BenchContext](40)
+	b.ResetTimer()
+	for i := 0; i < b.N; i++ {
+		result := SequenceT4(rr1, rr2, rr3, rr4)
+		_, _ = result(ctx)
+	}
+}
+
+func BenchmarkDoNotation(b *testing.B) {
+	ctx := context.Background()
+
+	type State struct {
+		A int
+		B int
+		C int
+	}
+
+	b.ResetTimer()
+	for i := 0; i < b.N; i++ {
+		result := F.Pipe3(
+			Do[context.Context](State{}),
+			Bind(
+				func(a int) func(State) State {
+					return func(s State) State { s.A = a; return s }
+				},
+				func(s State) ReaderResult[context.Context, int] {
+					return Of[context.Context](10)
+				},
+			),
+			Bind(
+				func(b int) func(State) State {
+					return func(s State) State { s.B = b; return s }
+				},
+				func(s State) ReaderResult[context.Context, int] {
+					return Of[context.Context](s.A * 2)
+				},
+			),
+			Bind(
+				func(c int) func(State) State {
+					return func(s State) State { s.C = c; return s }
+				},
+				func(s State) ReaderResult[context.Context, int] {
+					return Of[context.Context](s.A + s.B)
+				},
+			),
+		)
+		_, _ = result(ctx)
+	}
+}
+
+func BenchmarkErrorPropagation(b *testing.B) {
+	ctx := BenchContext{Value: 42}
+	err := testError
+	rr := Left[BenchContext, int](err)
+	double := func(x int) int { return x * 2 }
+
+	b.ResetTimer()
+	for i := 0; i < b.N; i++ {
+		result := F.Pipe5(
+			rr,
+			Map[BenchContext](double),
+			Map[BenchContext](double),
+			Map[BenchContext](double),
+			Map[BenchContext](double),
+			Map[BenchContext](double),
+		)
+		_, _ = result(ctx)
+	}
+}
+
+func BenchmarkTraverseArray(b *testing.B) {
+	ctx := BenchContext{Value: 42}
+	arr := []int{1, 2, 3, 4, 5, 6, 7, 8, 9, 10}
+	kleisli := func(x int) ReaderResult[BenchContext, int] {
+		return Of[BenchContext](x * 2)
+	}
+
+	b.ResetTimer()
+	for i := 0; i < b.N; i++ {
+		traversed := TraverseArray[BenchContext](kleisli)
+		result := traversed(arr)
+		_, _ = result(ctx)
+	}
+}
+
+func BenchmarkSequenceArray(b *testing.B) {
+	ctx := BenchContext{Value: 42}
+	arr := []ReaderResult[BenchContext, int]{
+		Of[BenchContext](1),
+		Of[BenchContext](2),
+		Of[BenchContext](3),
+		Of[BenchContext](4),
+		Of[BenchContext](5),
+	}
+
+	b.ResetTimer()
+	for i := 0; i < b.N; i++ {
+		result := SequenceArray(arr)
+		_, _ = result(ctx)
+	}
+}
+
+// Real-world scenario benchmarks
+
+func BenchmarkRealWorldPipeline(b *testing.B) {
+	type Config struct {
+		Multiplier int
+		Offset     int
+	}
+
+	ctx := Config{Multiplier: 5, Offset: 10}
+
+	type State struct {
+		Input  int
+		Result int
+	}
+
+	getMultiplier := func(cfg Config) int { return cfg.Multiplier }
+	getOffset := func(cfg Config) int { return cfg.Offset }
+
+	b.ResetTimer()
+	for i := 0; i < b.N; i++ {
+		step1 := Bind(
+			func(m int) func(State) State {
+				return func(s State) State { s.Result = s.Input * m; return s }
+			},
+			func(s State) ReaderResult[Config, int] {
+				return Asks(getMultiplier)
+			},
+		)
+		step2 := Bind(
+			func(off int) func(State) State {
+				return func(s State) State { s.Result += off; return s }
+			},
+			func(s State) ReaderResult[Config, int] {
+				return Asks(getOffset)
+			},
+		)
+		result := F.Pipe3(
+			Do[Config](State{Input: 10}),
+			step1,
+			step2,
+			Map[Config](func(s State) int { return s.Result }),
+		)
+		_, _ = result(ctx)
+	}
+}

v2/idiomatic/readerresult/bind.go

@@ -0,0 +1,664 @@
+// Copyright (c) 2023 - 2025 IBM Corp.
+// All rights reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package readerresult
+
+import (
+	"github.com/IBM/fp-go/v2/function"
+	F "github.com/IBM/fp-go/v2/function"
+	"github.com/IBM/fp-go/v2/idiomatic/result"
+	AP "github.com/IBM/fp-go/v2/internal/apply"
+	C "github.com/IBM/fp-go/v2/internal/chain"
+	FE "github.com/IBM/fp-go/v2/internal/fromeither"
+	FR "github.com/IBM/fp-go/v2/internal/fromreader"
+	FC "github.com/IBM/fp-go/v2/internal/functor"
+	L "github.com/IBM/fp-go/v2/optics/lens"
+	"github.com/IBM/fp-go/v2/reader"
+	RES "github.com/IBM/fp-go/v2/result"
+)
+
+// Do creates an empty context of type [S] to be used with the [Bind] operation.
+// This is the starting point for do-notation style composition.
+//
+// Example:
+//
+//	type State struct {
+//	    User   User
+//	    Config Config
+//	}
+//	type Env struct {
+//	    UserService   UserService
+//	    ConfigService ConfigService
+//	}
+//	result := readereither.Do[Env, error](State{})
+//
+//go:inline
+func Do[R, S any](
+	empty S,
+) ReaderResult[R, S] {
+	return Of[R](empty)
+}
+
+// Bind attaches the result of a computation to a context [S1] to produce a context [S2].
+// This enables sequential composition where each step can depend on the results of previous steps
+// and access the shared environment.
+//
+// The setter function takes the result of the computation and returns a function that
+// updates the context from S1 to S2.
+//
+// Example:
+//
+//	type State struct {
+//	    User   User
+//	    Config Config
+//	}
+//	type Env struct {
+//	    UserService   UserService
+//	    ConfigService ConfigService
+//	}
+//
+//	result := F.Pipe2(
+//	    readereither.Do[Env, error](State{}),
+//	    readereither.Bind(
+//	        func(user User) func(State) State {
+//	            return func(s State) State { s.User = user; return s }
+//	        },
+//	        func(s State) readereither.ReaderResult[Env, error, User] {
+//	            return readereither.Asks(func(env Env) either.Either[error, User] {
+//	                return env.UserService.GetUser()
+//	            })
+//	        },
+//	    ),
+//	    readereither.Bind(
+//	        func(cfg Config) func(State) State {
+//	            return func(s State) State { s.Config = cfg; return s }
+//	        },
+//	        func(s State) readereither.ReaderResult[Env, error, Config] {
+//	            // This can access s.User from the previous step
+//	            return readereither.Asks(func(env Env) either.Either[error, Config] {
+//	                return env.ConfigService.GetConfigForUser(s.User.ID)
+//	            })
+//	        },
+//	    ),
+//	)
+//
+//go:inline
+func Bind[R, S1, S2, T any](
+	setter func(T) func(S1) S2,
+	f Kleisli[R, S1, T],
+) Operator[R, S1, S2] {
+	return C.Bind(
+		Chain[R, S1, S2],
+		Map[R, T, S2],
+		setter,
+		f,
+	)
+}
+
+// Let attaches the result of a computation to a context [S1] to produce a context [S2]
+//
+//go:inline
+func Let[R, S1, S2, T any](
+	setter func(T) func(S1) S2,
+	f func(S1) T,
+) Operator[R, S1, S2] {
+	return FC.Let(
+		Map[R, S1, S2],
+		setter,
+		f,
+	)
+}
+
+// LetTo attaches the a value to a context [S1] to produce a context [S2]
+//
+//go:inline
+func LetTo[R, S1, S2, T any](
+	setter func(T) func(S1) S2,
+	b T,
+) func(ReaderResult[R, S1]) ReaderResult[R, S2] {
+	return FC.LetTo(
+		Map[R, S1, S2],
+		setter,
+		b,
+	)
+}
+
+// BindTo initializes a new state [S1] from a value [T]
+//
+//go:inline
+func BindTo[R, S1, T any](
+	setter func(T) S1,
+) Operator[R, T, S1] {
+	return C.BindTo(
+		Map[R, T, S1],
+		setter,
+	)
+}
+
+// ApS attaches a value to a context [S1] to produce a context [S2] by considering
+// the context and the value concurrently (using Applicative rather than Monad).
+// This allows independent computations to be combined without one depending on the result of the other.
+//
+// Unlike Bind, which sequences operations, ApS can be used when operations are independent
+// and can conceptually run in parallel.
+//
+// Example:
+//
+//	type State struct {
+//	    User   User
+//	    Config Config
+//	}
+//	type Env struct {
+//	    UserService   UserService
+//	    ConfigService ConfigService
+//	}
+//
+//	// These operations are independent and can be combined with ApS
+//	getUser := readereither.Asks(func(env Env) either.Either[error, User] {
+//	    return env.UserService.GetUser()
+//	})
+//	getConfig := readereither.Asks(func(env Env) either.Either[error, Config] {
+//	    return env.ConfigService.GetConfig()
+//	})
+//
+//	result := F.Pipe2(
+//	    readereither.Do[Env, error](State{}),
+//	    readereither.ApS(
+//	        func(user User) func(State) State {
+//	            return func(s State) State { s.User = user; return s }
+//	        },
+//	        getUser,
+//	    ),
+//	    readereither.ApS(
+//	        func(cfg Config) func(State) State {
+//	            return func(s State) State { s.Config = cfg; return s }
+//	        },
+//	        getConfig,
+//	    ),
+//	)
+//
+//go:inline
+func ApS[R, S1, S2, T any](
+	setter func(T) func(S1) S2,
+	fa ReaderResult[R, T],
+) Operator[R, S1, S2] {
+	return AP.ApS(
+		Ap[S2, R, T],
+		Map[R, S1, func(T) S2],
+		setter,
+		fa,
+	)
+}
+
+// ApSL attaches a value to a context using a lens-based setter.
+// This is a convenience function that combines ApS with a lens, allowing you to use
+// optics to update nested structures in a more composable way.
+//
+// The lens parameter provides both the getter and setter for a field within the structure S.
+// This eliminates the need to manually write setter functions.
+//
+// Example:
+//
+//	type State struct {
+//	    User   User
+//	    Config Config
+//	}
+//	type Env struct {
+//	    UserService   UserService
+//	    ConfigService ConfigService
+//	}
+//
+//	configLens := lens.MakeLens(
+//	    func(s State) Config { return s.Config },
+//	    func(s State, c Config) State { s.Config = c; return s },
+//	)
+//
+//	getConfig := readereither.Asks(func(env Env) either.Either[error, Config] {
+//	    return env.ConfigService.GetConfig()
+//	})
+//	result := F.Pipe2(
+//	    readereither.Of[Env, error](State{}),
+//	    readereither.ApSL(configLens, getConfig),
+//	)
+//
+//go:inline
+func ApSL[R, S, T any](
+	lens L.Lens[S, T],
+	fa ReaderResult[R, T],
+) Operator[R, S, S] {
+	return ApS(lens.Set, fa)
+}
+
+// BindL is a variant of Bind that uses a lens to focus on a specific part of the context.
+// This provides a more ergonomic API when working with nested structures, eliminating
+// the need to manually write setter functions.
+//
+// The lens parameter provides both a getter and setter for a field of type T within
+// the context S. The function f receives the current value of the focused field and
+// returns a ReaderEither computation that produces an updated value.
+//
+// Example:
+//
+//	type State struct {
+//	    User   User
+//	    Config Config
+//	}
+//	type Env struct {
+//	    UserService   UserService
+//	    ConfigService ConfigService
+//	}
+//
+//	userLens := lens.MakeLens(
+//	    func(s State) User { return s.User },
+//	    func(s State, u User) State { s.User = u; return s },
+//	)
+//
+//	result := F.Pipe2(
+//	    readereither.Do[Env, error](State{}),
+//	    readereither.BindL(userLens, func(user User) readereither.ReaderResult[Env, error, User] {
+//	        return readereither.Asks(func(env Env) either.Either[error, User] {
+//	            return env.UserService.GetUser()
+//	        })
+//	    }),
+//	)
+//
+//go:inline
+func BindL[R, S, T any](
+	lens L.Lens[S, T],
+	f Kleisli[R, T, T],
+) Operator[R, S, S] {
+	return Bind(lens.Set, F.Flow2(lens.Get, f))
+}
+
+// LetL is a variant of Let that uses a lens to focus on a specific part of the context.
+// This provides a more ergonomic API when working with nested structures, eliminating
+// the need to manually write setter functions.
+//
+// The lens parameter provides both a getter and setter for a field of type T within
+// the context S. The function f receives the current value of the focused field and
+// returns a new value (without wrapping in a ReaderEither).
+//
+// Example:
+//
+//	type State struct {
+//	    User   User
+//	    Config Config
+//	}
+//
+//	configLens := lens.MakeLens(
+//	    func(s State) Config { return s.Config },
+//	    func(s State, c Config) State { s.Config = c; return s },
+//	)
+//
+//	result := F.Pipe2(
+//	    readereither.Do[any, error](State{Config: Config{Host: "localhost"}}),
+//	    readereither.LetL(configLens, func(cfg Config) Config {
+//	        cfg.Port = 8080
+//	        return cfg
+//	    }),
+//	)
+//
+//go:inline
+func LetL[R, S, T any](
+	lens L.Lens[S, T],
+	f Endomorphism[T],
+) Operator[R, S, S] {
+	return Let[R](lens.Set, F.Flow2(lens.Get, f))
+}
+
+// LetToL is a variant of LetTo that uses a lens to focus on a specific part of the context.
+// This provides a more ergonomic API when working with nested structures, eliminating
+// the need to manually write setter functions.
+//
+// The lens parameter provides both a getter and setter for a field of type T within
+// the context S. The value b is set directly to the focused field.
+//
+// Example:
+//
+//	type State struct {
+//	    User   User
+//	    Config Config
+//	}
+//
+//	configLens := lens.MakeLens(
+//	    func(s State) Config { return s.Config },
+//	    func(s State, c Config) State { s.Config = c; return s },
+//	)
+//
+//	newConfig := Config{Host: "localhost", Port: 8080}
+//	result := F.Pipe2(
+//	    readereither.Do[any, error](State{}),
+//	    readereither.LetToL(configLens, newConfig),
+//	)
+//
+//go:inline
+func LetToL[R, S, T any](
+	lens L.Lens[S, T],
+	b T,
+) Operator[R, S, S] {
+	return LetTo[R](lens.Set, b)
+}
+
+// BindReaderK lifts a Reader Kleisli arrow into a ReaderResult context and binds it to the state.
+// This allows you to integrate pure Reader computations (that don't have error handling)
+// into a ReaderResult computation chain.
+//
+// The function f takes the current state S1 and returns a Reader[R, T] computation.
+// The result T is then attached to the state using the setter to produce state S2.
+//
+// Example:
+//
+//	type Env struct {
+//	    ConfigPath string
+//	}
+//	type State struct {
+//	    Config string
+//	}
+//
+//	// A pure Reader computation that reads from environment
+//	getConfigPath := func(s State) reader.Reader[Env, string] {
+//	    return func(env Env) string {
+//	        return env.ConfigPath
+//	    }
+//	}
+//
+//	result := F.Pipe2(
+//	    readerresult.Do[Env](State{}),
+//	    readerresult.BindReaderK(
+//	        func(path string) func(State) State {
+//	            return func(s State) State { s.Config = path; return s }
+//	        },
+//	        getConfigPath,
+//	    ),
+//	)
+//
+//go:inline
+func BindReaderK[R, S1, S2, T any](
+	setter func(T) func(S1) S2,
+	f reader.Kleisli[R, S1, T],
+) Operator[R, S1, S2] {
+	return FR.BindReaderK(
+		Chain[R, S1, S2],
+		Map[R, T, S2],
+		FromReader[R, T],
+		setter,
+		f,
+	)
+}
+
+//go:inline
+func BindEitherK[R, S1, S2, T any](
+	setter func(T) func(S1) S2,
+	f RES.Kleisli[S1, T],
+) Operator[R, S1, S2] {
+	return FE.BindEitherK(
+		Chain[R, S1, S2],
+		Map[R, T, S2],
+		FromEither[R, T],
+		setter,
+		f,
+	)
+}
+
+// BindResultK lifts a Result Kleisli arrow into a ReaderResult context and binds it to the state.
+// This allows you to integrate Result computations (that may fail with an error but don't need
+// environment access) into a ReaderResult computation chain.
+//
+// The function f takes the current state S1 and returns a Result[T] computation.
+// If the Result is successful, the value T is attached to the state using the setter to produce state S2.
+// If the Result is an error, the entire computation short-circuits with that error.
+//
+// Example:
+//
+//	type State struct {
+//	    Value int
+//	    ParsedValue int
+//	}
+//
+//	// A Result computation that may fail
+//	parseValue := func(s State) result.Result[int] {
+//	    if s.Value < 0 {
+//	        return result.Error[int](errors.New("negative value"))
+//	    }
+//	    return result.Of(s.Value * 2)
+//	}
+//
+//	result := F.Pipe2(
+//	    readerresult.Do[any](State{Value: 5}),
+//	    readerresult.BindResultK(
+//	        func(parsed int) func(State) State {
+//	            return func(s State) State { s.ParsedValue = parsed; return s }
+//	        },
+//	        parseValue,
+//	    ),
+//	)
+//
+//go:inline
+func BindResultK[R, S1, S2, T any](
+	setter func(T) func(S1) S2,
+	f result.Kleisli[S1, T],
+) Operator[R, S1, S2] {
+	return C.Bind(
+		Chain[R, S1, S2],
+		Map[R, T, S2],
+		setter,
+		func(s1 S1) ReaderResult[R, T] {
+			return FromResult[R](f(s1))
+		},
+	)
+}
+
+// BindToReader initializes a new state S1 from a Reader[R, T] computation.
+// This is used to start a ReaderResult computation chain from a pure Reader value.
+//
+// The setter function takes the result T from the Reader and initializes the state S1.
+// This is useful when you want to begin a do-notation chain with a Reader computation
+// that doesn't involve error handling.
+//
+// Example:
+//
+//	type Env struct {
+//	    ConfigPath string
+//	}
+//	type State struct {
+//	    Config string
+//	}
+//
+//	// A Reader that just reads from the environment
+//	getConfigPath := func(env Env) string {
+//	    return env.ConfigPath
+//	}
+//
+//	result := F.Pipe1(
+//	    reader.Of[Env](getConfigPath),
+//	    readerresult.BindToReader(func(path string) State {
+//	        return State{Config: path}
+//	    }),
+//	)
+//
+//go:inline
+func BindToReader[
+	R, S1, T any](
+	setter func(T) S1,
+) func(Reader[R, T]) ReaderResult[R, S1] {
+	return function.Flow2(
+		FromReader[R],
+		BindTo[R](setter),
+	)
+}
+
+//go:inline
+func BindToEither[
+	R, S1, T any](
+	setter func(T) S1,
+) func(Result[T]) ReaderResult[R, S1] {
+	return function.Flow2(
+		FromEither[R],
+		BindTo[R](setter),
+	)
+}
+
+// BindToResult initializes a new state S1 from a Result[T] value.
+// This is used to start a ReaderResult computation chain from a Result that may contain an error.
+//
+// The setter function takes the successful result T and initializes the state S1.
+// If the Result is an error, the entire computation will carry that error forward.
+// This is useful when you want to begin a do-notation chain with a Result computation
+// that doesn't need environment access.
+//
+// Example:
+//
+//	type State struct {
+//	    Value int
+//	}
+//
+//	// A Result that might contain an error
+//	parseResult := result.TryCatch(func() int {
+//	    // some parsing logic that might fail
+//	    return 42
+//	})
+//
+//	computation := F.Pipe1(
+//	    parseResult,
+//	    readerresult.BindToResult[any](func(value int) State {
+//	        return State{Value: value}
+//	    }),
+//	)
+//
+//go:inline
+func BindToResult[
+	R, S1, T any](
+	setter func(T) S1,
+) func(T, error) ReaderResult[R, S1] {
+	bt := BindTo[R](setter)
+	return func(t T, err error) ReaderResult[R, S1] {
+		return bt(FromResult[R](t, err))
+	}
+}
+
+// ApReaderS attaches a value from a pure Reader computation to a context [S1] to produce a context [S2]
+// using Applicative semantics (independent, non-sequential composition).
+//
+// Unlike BindReaderK which uses monadic bind (sequential), ApReaderS uses applicative apply,
+// meaning the Reader computation fa is independent of the current state and can conceptually
+// execute in parallel.
+//
+// This is useful when you want to combine a Reader computation with your ReaderResult state
+// without creating a dependency between them.
+//
+// Example:
+//
+//	type Env struct {
+//	    DefaultPort int
+//	    DefaultHost string
+//	}
+//	type State struct {
+//	    Port int
+//	    Host string
+//	}
+//
+//	getDefaultPort := func(env Env) int { return env.DefaultPort }
+//	getDefaultHost := func(env Env) string { return env.DefaultHost }
+//
+//	result := F.Pipe2(
+//	    readerresult.Do[Env](State{}),
+//	    readerresult.ApReaderS(
+//	        func(port int) func(State) State {
+//	            return func(s State) State { s.Port = port; return s }
+//	        },
+//	        getDefaultPort,
+//	    ),
+//	    readerresult.ApReaderS(
+//	        func(host string) func(State) State {
+//	            return func(s State) State { s.Host = host; return s }
+//	        },
+//	        getDefaultHost,
+//	    ),
+//	)
+//
+//go:inline
+func ApReaderS[
+	R, S1, S2, T any](
+	setter func(T) func(S1) S2,
+	fa Reader[R, T],
+) Operator[R, S1, S2] {
+	return ApS(
+		setter,
+		FromReader[R](fa),
+	)
+}
+
+//go:inline
+func ApResultS[
+	R, S1, S2, T any](
+	setter func(T) func(S1) S2,
+) func(T, error) Operator[R, S1, S2] {
+	return func(t T, err error) Operator[R, S1, S2] {
+		return ApS(
+			setter,
+			FromResult[R](t, err),
+		)
+	}
+}
+
+// ApResultS attaches a value from a Result to a context [S1] to produce a context [S2]
+// using Applicative semantics (independent, non-sequential composition).
+//
+// Unlike BindResultK which uses monadic bind (sequential), ApResultS uses applicative apply,
+// meaning the Result computation fa is independent of the current state and can conceptually
+// execute in parallel.
+//
+// If the Result fa contains an error, the entire computation short-circuits with that error.
+// This is useful when you want to combine a Result value with your ReaderResult state
+// without creating a dependency between them.
+//
+// Example:
+//
+//	type State struct {
+//	    Value1 int
+//	    Value2 int
+//	}
+//
+//	// Independent Result computations
+//	parseValue1 := result.TryCatch(func() int { return 42 })
+//	parseValue2 := result.TryCatch(func() int { return 100 })
+//
+//	computation := F.Pipe2(
+//	    readerresult.Do[any](State{}),
+//	    readerresult.ApResultS(
+//	        func(v int) func(State) State {
+//	            return func(s State) State { s.Value1 = v; return s }
+//	        },
+//	        parseValue1,
+//	    ),
+//	    readerresult.ApResultS(
+//	        func(v int) func(State) State {
+//	            return func(s State) State { s.Value2 = v; return s }
+//	        },
+//	        parseValue2,
+//	    ),
+//	)
+//
+//go:inline
+func ApEitherS[
+	R, S1, S2, T any](
+	setter func(T) func(S1) S2,
+	fa Result[T],
+) Operator[R, S1, S2] {
+	return ApS(
+		setter,
+		FromEither[R](fa),
+	)
+}

v2/idiomatic/readerresult/bind_test.go

@@ -0,0 +1,338 @@
+// Copyright (c) 2023 - 2025 IBM Corp.
+// All rights reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package readerresult
+
+import (
+	"context"
+	"testing"
+
+	F "github.com/IBM/fp-go/v2/function"
+	"github.com/IBM/fp-go/v2/internal/utils"
+	"github.com/stretchr/testify/assert"
+)
+
+func getLastName(s utils.Initial) ReaderResult[context.Context, string] {
+	return Of[context.Context]("Doe")
+}
+
+func getGivenName(s utils.WithLastName) ReaderResult[context.Context, string] {
+	return Of[context.Context]("John")
+}
+
+func TestBind(t *testing.T) {
+
+	res := F.Pipe3(
+		Do[context.Context](utils.Empty),
+		Bind(utils.SetLastName, getLastName),
+		Bind(utils.SetGivenName, getGivenName),
+		Map[context.Context](utils.GetFullName),
+	)
+
+	v, err := res(context.Background())
+	assert.NoError(t, err)
+	assert.Equal(t, "John Doe", v)
+}
+
+func TestApS(t *testing.T) {
+
+	res := F.Pipe3(
+		Do[context.Context](utils.Empty),
+		ApS(utils.SetLastName, Of[context.Context]("Doe")),
+		ApS(utils.SetGivenName, Of[context.Context]("John")),
+		Map[context.Context](utils.GetFullName),
+	)
+
+	v, err := res(context.Background())
+	assert.NoError(t, err)
+	assert.Equal(t, "John Doe", v)
+}
+
+func TestBindReaderK(t *testing.T) {
+	type Env struct {
+		ConfigPath string
+	}
+	type State struct {
+		Config string
+	}
+
+	// A pure Reader computation
+	getConfigPath := func(s State) func(Env) string {
+		return func(env Env) string {
+			return env.ConfigPath
+		}
+	}
+
+	res := F.Pipe2(
+		Do[Env](State{}),
+		BindReaderK(
+			func(path string) func(State) State {
+				return func(s State) State {
+					s.Config = path
+					return s
+				}
+			},
+			getConfigPath,
+		),
+		Map[Env](func(s State) string { return s.Config }),
+	)
+
+	env := Env{ConfigPath: "/etc/config"}
+	v, err := res(env)
+	assert.NoError(t, err)
+	assert.Equal(t, "/etc/config", v)
+}
+
+func TestBindResultK(t *testing.T) {
+	type State struct {
+		Value       int
+		ParsedValue int
+	}
+
+	// A Result computation that may fail
+	parseValue := func(s State) (int, error) {
+		if s.Value < 0 {
+			return 0, assert.AnError
+		}
+		return s.Value * 2, nil
+	}
+
+	t.Run("success case", func(t *testing.T) {
+		res := F.Pipe2(
+			Do[context.Context](State{Value: 5}),
+			BindResultK[context.Context](
+				func(parsed int) func(State) State {
+					return func(s State) State {
+						s.ParsedValue = parsed
+						return s
+					}
+				},
+				parseValue,
+			),
+			Map[context.Context](func(s State) int { return s.ParsedValue }),
+		)
+
+		v, err := res(context.Background())
+		assert.NoError(t, err)
+		assert.Equal(t, 10, v)
+	})
+
+	t.Run("error case", func(t *testing.T) {
+		res := F.Pipe2(
+			Do[context.Context](State{Value: -5}),
+			BindResultK[context.Context](
+				func(parsed int) func(State) State {
+					return func(s State) State {
+						s.ParsedValue = parsed
+						return s
+					}
+				},
+				parseValue,
+			),
+			Map[context.Context](func(s State) int { return s.ParsedValue }),
+		)
+
+		_, err := res(context.Background())
+		assert.Error(t, err)
+	})
+}
+
+func TestBindToReader(t *testing.T) {
+	type Env struct {
+		ConfigPath string
+	}
+	type State struct {
+		Config string
+	}
+
+	// A Reader that just reads from the environment
+	getConfigPath := func(env Env) string {
+		return env.ConfigPath
+	}
+
+	res := F.Pipe2(
+		getConfigPath,
+		BindToReader[Env](func(path string) State {
+			return State{Config: path}
+		}),
+		Map[Env](func(s State) string { return s.Config }),
+	)
+
+	env := Env{ConfigPath: "/etc/config"}
+	v, err := res(env)
+	assert.NoError(t, err)
+	assert.Equal(t, "/etc/config", v)
+}
+
+func TestBindToResult(t *testing.T) {
+	type State struct {
+		Value int
+	}
+
+	t.Run("success case", func(t *testing.T) {
+		computation := F.Pipe1(
+			BindToResult[context.Context](func(value int) State {
+				return State{Value: value}
+			})(42, nil),
+			Map[context.Context](func(s State) int { return s.Value }),
+		)
+
+		v, err := computation(context.Background())
+		assert.NoError(t, err)
+		assert.Equal(t, 42, v)
+	})
+
+	t.Run("error case", func(t *testing.T) {
+		computation := F.Pipe1(
+			BindToResult[context.Context](func(value int) State {
+				return State{Value: value}
+			})(0, assert.AnError),
+			Map[context.Context](func(s State) int { return s.Value }),
+		)
+
+		_, err := computation(context.Background())
+		assert.Error(t, err)
+	})
+}
+
+func TestApReaderS(t *testing.T) {
+	type Env struct {
+		DefaultPort int
+		DefaultHost string
+	}
+	type State struct {
+		Port int
+		Host string
+	}
+
+	getDefaultPort := func(env Env) int { return env.DefaultPort }
+	getDefaultHost := func(env Env) string { return env.DefaultHost }
+
+	res := F.Pipe3(
+		Do[Env](State{}),
+		ApReaderS(
+			func(port int) func(State) State {
+				return func(s State) State {
+					s.Port = port
+					return s
+				}
+			},
+			getDefaultPort,
+		),
+		ApReaderS(
+			func(host string) func(State) State {
+				return func(s State) State {
+					s.Host = host
+					return s
+				}
+			},
+			getDefaultHost,
+		),
+		Map[Env](func(s State) State { return s }),
+	)
+
+	env := Env{DefaultPort: 8080, DefaultHost: "localhost"}
+	state, err := res(env)
+	assert.NoError(t, err)
+	assert.Equal(t, 8080, state.Port)
+	assert.Equal(t, "localhost", state.Host)
+}
+
+func TestApResultS(t *testing.T) {
+	type State struct {
+		Value1 int
+		Value2 int
+	}
+
+	t.Run("success case", func(t *testing.T) {
+		computation := F.Pipe3(
+			Do[context.Context](State{}),
+			ApResultS[context.Context](
+				func(v int) func(State) State {
+					return func(s State) State {
+						s.Value1 = v
+						return s
+					}
+				},
+			)(42, nil),
+			ApResultS[context.Context](
+				func(v int) func(State) State {
+					return func(s State) State {
+						s.Value2 = v
+						return s
+					}
+				},
+			)(100, nil),
+			Map[context.Context](func(s State) State { return s }),
+		)
+
+		state, err := computation(context.Background())
+		assert.NoError(t, err)
+		assert.Equal(t, 42, state.Value1)
+		assert.Equal(t, 100, state.Value2)
+	})
+
+	t.Run("error in first value", func(t *testing.T) {
+		computation := F.Pipe3(
+			Do[context.Context](State{}),
+			ApResultS[context.Context](
+				func(v int) func(State) State {
+					return func(s State) State {
+						s.Value1 = v
+						return s
+					}
+				},
+			)(0, assert.AnError),
+			ApResultS[context.Context](
+				func(v int) func(State) State {
+					return func(s State) State {
+						s.Value2 = v
+						return s
+					}
+				},
+			)(100, nil),
+			Map[context.Context](func(s State) State { return s }),
+		)
+
+		_, err := computation(context.Background())
+		assert.Error(t, err)
+	})
+
+	t.Run("error in second value", func(t *testing.T) {
+		computation := F.Pipe3(
+			Do[context.Context](State{}),
+			ApResultS[context.Context](
+				func(v int) func(State) State {
+					return func(s State) State {
+						s.Value1 = v
+						return s
+					}
+				},
+			)(42, nil),
+			ApResultS[context.Context](
+				func(v int) func(State) State {
+					return func(s State) State {
+						s.Value2 = v
+						return s
+					}
+				},
+			)(0, assert.AnError),
+			Map[context.Context](func(s State) State { return s }),
+		)
+
+		_, err := computation(context.Background())
+		assert.Error(t, err)
+	})
+}