fix: run benchmarks

Signed-off-by: Dr. Carsten Leue <carsten.leue@de.ibm.com>
fix: more Kleisli simplified types
2025-12-07 23:03:15 +02:00 · 2025-11-08 09:31:48 +01:00 · 2025-11-07 17:53:47 +01:00 · 2025-11-07 17:42:54 +01:00 · 2025-11-07 17:31:27 +01:00 · 2025-11-07 16:15:16 +01:00
941 changed files with 124748 additions and 979 deletions
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -4,9 +4,7 @@ on:
  push:
    branches:
      - main
-
  pull_request:
-
  workflow_dispatch:
    inputs:
      dryRun:
@@ -15,35 +13,109 @@ on:
        required: false

 env:
-  # Currently no way to detect automatically
  DEFAULT_BRANCH: main
-  GO_VERSION: 1.21.6 # renovate: datasource=golang-version depName=golang
-  NODE_VERSION: 20
+  LATEST_GO_VERSION: 1.25.2 # renovate: datasource=golang-version depName=golang
+  NODE_VERSION: 24
  DRY_RUN: true

 jobs:
-  build:
+  build-v1:
+    name: Build v1 (Go ${{ matrix.go-version }})
    runs-on: ubuntu-latest
    strategy:
      matrix:
-        go-version: [ '1.20.x', '1.21.x']
+        go-version: ['1.20.x', '1.21.x', '1.22.x', '1.23.x', '1.24.x', '1.25.x']
+      fail-fast: false  # Continue with other versions if one fails
    steps:
      # full checkout for semantic-release
-      - uses: actions/checkout@b4ffde65f46336ab88eb53be808477a3936bae11 # v4.1.1
+      - uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955 # v4.3.0
        with:
          fetch-depth: 0
-      - name: Set up go ${{ matrix.go-version }}
+      - name: Set up Go ${{ matrix.go-version }}
        uses: actions/setup-go@v5
        with:
          go-version: ${{ matrix.go-version }}
-      -
-        name: Tests
+          cache: true  # Enable Go module caching
+      - name: Run tests
        run: |
          go mod tidy
-          go test -v ./...
+          go test -v -race -coverprofile=coverage.txt -covermode=atomic ./...
+      
+      - name: Upload coverage to Coveralls
+        uses: coverallsapp/github-action@v2
+        with:
+          github-token: ${{ secrets.GITHUB_TOKEN }}
+          file: ./coverage.txt
+          flag-name: v1-go-${{ matrix.go-version }}
+          parallel: true
+      
+      # - name: Upload coverage to Codecov
+      #   uses: codecov/codecov-action@v5
+      #   with:
+      #     file: ./coverage.txt
+      #     flags: v1,go-${{ matrix.go-version }}
+      #     name: v1-go-${{ matrix.go-version }}
+      #     fail_ci_if_error: false
+      #   env:
+      #     CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
+
+  build-v2:
+    name: Build v2 (Go ${{ matrix.go-version }})
+    runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        go-version: ['1.24.x', '1.25.x']
+    steps:
+      - uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955 # v4.3.0
+        with:
+          fetch-depth: 0
+      - name: Set up Go ${{ matrix.go-version }}
+        uses: actions/setup-go@v5
+        with:
+          go-version: ${{ matrix.go-version }}
+          cache: true  # Enable Go module caching
+      - name: Run tests
+        run: |
+          cd v2
+          go mod tidy
+          go test -v -race -coverprofile=coverage.txt -covermode=atomic ./...
+      
+      - name: Upload coverage to Coveralls
+        uses: coverallsapp/github-action@v2
+        with:
+          github-token: ${{ secrets.GITHUB_TOKEN }}
+          file: ./v2/coverage.txt
+          flag-name: v2-go-${{ matrix.go-version }}
+          parallel: true
+      
+      # - name: Upload coverage to Codecov
+      #   uses: codecov/codecov-action@v5
+      #   with:
+      #     file: ./v2/coverage.txt
+      #     flags: v2,go-${{ matrix.go-version }}
+      #     name: v2-go-${{ matrix.go-version }}
+      #     fail_ci_if_error: false
+      #   env:
+      #     CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
+
+  coveralls-finish:
+    name: Finish Coveralls
+    needs:
+      - build-v1
+      - build-v2
+    runs-on: ubuntu-latest
+    steps:
+      - name: Coveralls Finished
+        uses: coverallsapp/github-action@v2
+        with:
+          github-token: ${{ secrets.GITHUB_TOKEN }}
+          parallel-finished: true

  release:
-    needs: [build]
+    name: Release
+    needs:
+      - build-v1
+      - build-v2
    if: github.repository == 'IBM/fp-go' && github.event_name != 'pull_request'
    runs-on: ubuntu-latest
    timeout-minutes: 15
@@ -51,38 +123,37 @@ jobs:
      contents: write
      issues: write
      pull-requests: write
-
    steps:
      # full checkout for semantic-release
      - name: Full checkout
-        uses: actions/checkout@b4ffde65f46336ab88eb53be808477a3936bae11 # v4.1.1
+        uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955 # v4.3.0
        with:
          fetch-depth: 0

      - name: Set up Node.js ${{ env.NODE_VERSION }}
-        uses: actions/setup-node@60edb5dd545a775178f52524783378180af0d1f8 # v4.0.2
+        uses: actions/setup-node@49933ea5288caeca8642d1e84afbd3f7d6820020 # v4.4.0
        with:
          node-version: ${{ env.NODE_VERSION }}

-      - name: Set up go ${{env.GO_VERSION}}
+      - name: Set up Go
        uses: actions/setup-go@v5
        with:
-          go-version: ${{env.GO_VERSION}}
+          go-version: ${{ env.LATEST_GO_VERSION }}
+          cache: true  # Enable Go module caching

-      # The dry-run evaluation is only made for non PR events. Manual trigger w/dryRun true, main branch and any tagged branches will set DRY run to false
-      - name: Check dry run
+      - name: Determine release mode
+        id: release-mode
        run: |
-          if [[ "${{github.event_name}}" == "workflow_dispatch" && "${{ github.event.inputs.dryRun }}" != "true"  ]]; then
-              echo "DRY_RUN=false" >> $GITHUB_ENV
-          elif [[ "${{github.ref}}" == "refs/heads/${{env.DEFAULT_BRANCH}}" ]]; then
+          if [[ "${{ github.event_name }}" == "workflow_dispatch" && "${{ github.event.inputs.dryRun }}" != "true" ]]; then
            echo "DRY_RUN=false" >> $GITHUB_ENV
-          elif [[ "${{github.ref}}" =~ ^refs/heads/v[0-9]+(\.[0-9]+)?$ ]]; then
+          elif [[ "${{ github.ref }}" == "refs/heads/${{ env.DEFAULT_BRANCH }}" ]]; then
+            echo "DRY_RUN=false" >> $GITHUB_ENV
+          elif [[ "${{ github.ref }}" =~ ^refs/heads/v[0-9]+(\.[0-9]+)?$ ]]; then
            echo "DRY_RUN=false" >> $GITHUB_ENV
          fi

-      - name: Semantic Release
+      - name: Run semantic release
        run: |
-          npx -p conventional-changelog-conventionalcommits -p semantic-release semantic-release --dry-run ${{env.DRY_RUN}}
+          npx -p conventional-changelog-conventionalcommits -p semantic-release semantic-release --dry-run ${{ env.DRY_RUN }}
        env:
-          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-  
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
--- a/.gitignore
+++ b/.gitignore
@@ -1,4 +1,6 @@
 fp-go.exe
+fp-go
 main.exe
 build/
-.idea
+.idea
+*.exe
--- a/.whitesource
+++ b/.whitesource
@@ -0,0 +1,3 @@
+{
+  "settingsInheritedFrom": "ibm-mend-config/mend-config@main"
+}
--- a/README.md
+++ b/README.md
@@ -1,207 +1,312 @@
-# Functional programming library for golang
+# fp-go: Functional Programming Library for Go

-**🚧 Work in progress! 🚧** Despite major version 1 because of <https://github.com/semantic-release/semantic-release/issues/1507>. Trying to not make breaking changes, but devil is in the details.
+[![Go Reference](https://pkg.go.dev/badge/github.com/IBM/fp-go.svg)](https://pkg.go.dev/github.com/IBM/fp-go)
+[![Coverage Status](https://coveralls.io/repos/github/IBM/fp-go/badge.svg?branch=main)](https://coveralls.io/github/IBM/fp-go?branch=main)
+
+**🚧 Work in progress! 🚧** Despite major version 1 (due to [semantic-release limitations](https://github.com/semantic-release/semantic-release/issues/1507)), we're working to minimize breaking changes.

 ![logo](resources/images/logo.png)

-This library is strongly influenced by the awesome [fp-ts](https://github.com/gcanti/fp-ts).
+A comprehensive functional programming library for Go, strongly influenced by the excellent [fp-ts](https://github.com/gcanti/fp-ts) library for TypeScript.

-## Getting started
+## 📚 Table of Contents
+
+- [Getting Started](#-getting-started)
+- [Design Goals](#-design-goals)
+- [Core Concepts](#-core-concepts)
+- [Comparison to Idiomatic Go](#comparison-to-idiomatic-go)
+- [Implementation Notes](#implementation-notes)
+- [Common Operations](#common-operations)
+- [Resources](#-resources)
+
+## 🚀 Getting Started
+
+### Installation

 ```bash
 go get github.com/IBM/fp-go
 ```

-Refer to the [samples](./samples/).
+### Quick Example

-Find API documentation [here](https://pkg.go.dev/github.com/IBM/fp-go)
+```go
+import (
+    "errors"
+    "github.com/IBM/fp-go/either"
+    "github.com/IBM/fp-go/function"
+)

-## Design Goal
+// Pure function that can fail
+func divide(a, b int) either.Either[error, int] {
+    if b == 0 {
+        return either.Left[int](errors.New("division by zero"))
+    }
+    return either.Right[error](a / b)
+}

-This library aims to provide a set of data types and functions that make it easy and fun to write maintainable and testable code in golang. It encourages the following patterns:
+// Compose operations safely
+result := function.Pipe2(
+    divide(10, 2),
+    either.Map(func(x int) int { return x * 2 }),
+    either.GetOrElse(func() int { return 0 }),
+)
+// result = 10
+```

- write many small, testable and pure functions, i.e. functions that produce output only depending on their input and that do not execute side effects
- offer helpers to isolate side effects into lazily executed functions (IO)
- expose a consistent set of composition to create new functions from existing ones
-  - for each data type there exists a small set of composition functions
-  - these functions are called the same across all data types, so you only have to learn a small number of function names
-  - the semantic of functions of the same name is consistent across all data types
+### Resources

-### How does this play with the [🧘🏽 Zen Of Go](https://the-zen-of-go.netlify.app/)?
+- 📖 [API Documentation](https://pkg.go.dev/github.com/IBM/fp-go)
+- 💡 [Code Samples](./samples/)
+- 🆕 [V2 Documentation](./v2/README.md) (requires Go 1.24+)

-#### 🧘🏽 Each package fulfils a single purpose
+## 🎯 Design Goals

-✔️ Each of the top level packages (e.g. Option, Either, ReaderIOEither, ...) fulfils the purpose of defining the respective data type and implementing the set of common operations for this data type.
+This library aims to provide a set of data types and functions that make it easy and fun to write maintainable and testable code in Go. It encourages the following patterns:

-#### 🧘🏽 Handle errors explicitly
+### Core Principles

-✔️ The library makes a clear distinction between that operations that cannot fail by design and operations that can fail. Failure is represented via the `Either` type and errors are handled explicitly by using `Either`'s monadic set of operations.
+- **Pure Functions**: Write many small, testable, and pure functions that produce output only depending on their input and execute no side effects
+- **Side Effect Isolation**: Isolate side effects into lazily executed functions using the `IO` monad
+- **Consistent Composition**: Expose a consistent set of composition functions across all data types
+  - Each data type has a small set of composition functions
+  - Functions are named consistently across all data types
+  - Semantics of same-named functions are consistent across data types

-#### 🧘🏽 Return early rather than nesting deeply
+### 🧘🏽 Alignment with the Zen of Go

-✔️ We recommend to implement simple, small functions that implement one feature and that would typically not invoke other functions. Interaction with other functions is done by function composition and the composition makes sure to run one function after the other. In the error case the `Either` monad makes sure to skip the error path.
+This library respects and aligns with [The Zen of Go](https://the-zen-of-go.netlify.app/):

-#### 🧘🏽 Leave concurrency to the caller
+| Principle | Alignment | Explanation |
+|-----------|-----------|-------------|
+| 🧘🏽 Each package fulfills a single purpose | ✔️ | Each top-level package (Option, Either, ReaderIOEither, etc.) defines one data type and its operations |
+| 🧘🏽 Handle errors explicitly | ✔️ | Clear distinction between operations that can/cannot fail; failures represented via `Either` type |
+| 🧘🏽 Return early rather than nesting deeply | ✔️ | Small, focused functions composed together; `Either` monad handles error paths automatically |
+| 🧘🏽 Leave concurrency to the caller | ✔️ | Pure functions are synchronous; I/O operations are asynchronous by default |
+| 🧘🏽 Before you launch a goroutine, know when it will stop | 🤷🏽 | Library doesn't start goroutines; Task monad supports cancellation via context |
+| 🧘🏽 Avoid package level state | ✔️ | No package-level state anywhere |
+| 🧘🏽 Simplicity matters | ✔️ | Small, consistent interface across data types; focus on business logic |
+| 🧘🏽 Write tests to lock in behaviour | 🟡 | Programming pattern encourages testing; library has growing test coverage |
+| 🧘🏽 If you think it's slow, first prove it with a benchmark | ✔️ | Performance claims should be backed by benchmarks |
+| 🧘🏽 Moderation is a virtue | ✔️ | No custom goroutines or expensive synchronization; atomic counters for coordination |
+| 🧘🏽 Maintainability counts | ✔️ | Small, concise operations; pure functions with clear type signatures |

-✔️ All pure are synchronous by default. The I/O operations are asynchronous per default.
+## 💡 Core Concepts

-#### 🧘🏽 Before you launch a goroutine, know when it will stop
+### Data Types

-🤷🏽 This is left to the user of the library since the library itself will not start goroutines on its own. The Task monad offers support for cancellation via the golang context, though.
+The library provides several key functional data types:

-#### 🧘🏽 Avoid package level state
+- **`Option[A]`**: Represents an optional value (Some or None)
+- **`Either[E, A]`**: Represents a value that can be one of two types (Left for errors, Right for success)
+- **`IO[A]`**: Represents a lazy computation that produces a value
+- **`IOEither[E, A]`**: Represents a lazy computation that can fail
+- **`Reader[R, A]`**: Represents a computation that depends on an environment
+- **`ReaderIOEither[R, E, A]`**: Combines Reader, IO, and Either for effectful computations with dependencies
+- **`Task[A]`**: Represents an asynchronous computation
+- **`State[S, A]`**: Represents a stateful computation

-✔️ No package level state anywhere, this would be a significant anti-pattern
+### Monadic Operations

-#### 🧘🏽 Simplicity matters
+All data types support common monadic operations:

-✔️ The library is simple in the sense that it offers a small, consistent interface to a variety of data types. Users can concentrate on implementing business logic rather than dealing with low level data structures.
-
-#### 🧘🏽 Write tests to lock in the behaviour of your package’s API
-
-🟡 The programming pattern suggested by this library encourages writing test cases. The library itself also has a growing number of tests, but not enough, yet. TBD
-
-#### 🧘🏽 If you think it’s slow, first prove it with a benchmark
-
-✔️ Absolutely. If you think the function composition offered by this library is too slow, please provide a benchmark.
-
-#### 🧘🏽 Moderation is a virtue
-
-✔️ The library does not implement its own goroutines and also does not require any expensive synchronization primitives. Coordination of IO operations is implemented via atomic counters without additional primitives.
-
-#### 🧘🏽 Maintainability counts
-
-✔️ Code that consumes this library is easy to maintain because of the small and concise set of operations exposed. Also the suggested programming paradigm to decompose an application into small functions increases maintainability, because these functions are easy to understand and if they are pure, it's often sufficient to look at the type signature to understand the purpose.
-
-The library itself also comprises many small functions, but it's admittedly harder to maintain than code that uses it. However this asymmetry is intended because it offloads complexity from users into a central component.
+- **`Map`**: Transform the value inside a context
+- **`Chain`** (FlatMap): Transform and flatten nested contexts
+- **`Ap`**: Apply a function in a context to a value in a context
+- **`Of`**: Wrap a value in a context
+- **`Fold`**: Extract a value from a context

 ## Comparison to Idiomatic Go

-In this section we discuss how the functional APIs differ from idiomatic go function signatures and how to convert back and forth.
+This section explains how functional APIs differ from idiomatic Go and how to convert between them.

-### Pure functions
+### Pure Functions

-Pure functions are functions that take input parameters and that compute an output without changing any global state and without mutating the input parameters. They will always return the same output for the same input.
+Pure functions take input parameters and compute output without changing global state or mutating inputs. They always return the same output for the same input.

 #### Without Errors

-If your pure function does not return an error, the idiomatic signature is just fine and no changes are required.
+If your pure function doesn't return an error, the idiomatic signature works as-is:
+
+```go
+func add(a, b int) int {
+    return a + b
+}
+```

 #### With Errors

-If your pure function can return an error, then it will have a `(T, error)` return value in idiomatic go. In functional style the return value is [Either[error, T]](https://pkg.go.dev/github.com/IBM/fp-go/either) because function composition is easier with such a return type. Use the `EitherizeXXX` methods in ["github.com/IBM/fp-go/either"](https://pkg.go.dev/github.com/IBM/fp-go/either) to convert from idiomatic to functional style and `UneitherizeXXX` to convert from functional to idiomatic style.
+**Idiomatic Go:**
+```go
+func divide(a, b int) (int, error) {
+    if b == 0 {
+        return 0, errors.New("division by zero")
+    }
+    return a / b, nil
+}
+```

-### Effectful functions
+**Functional Style:**
+```go
+func divide(a, b int) either.Either[error, int] {
+    if b == 0 {
+        return either.Left[int](errors.New("division by zero"))
+    }
+    return either.Right[error](a / b)
+}
+```

-An effectful function (or function with a side effect) is one that changes data outside the scope of the function or that does not always produce the same output for the same input (because it depends on some external, mutable state). There is no special way in idiomatic go to identify such a function other than documentation. In functional style we represent them as functions that do not take an input but that produce an output. The base type for these functions is [IO[T]](https://pkg.go.dev/github.com/IBM/fp-go/io) because in many cases such functions represent `I/O` operations.
+**Conversion:**
+- Use `either.EitherizeXXX` to convert from idiomatic to functional style
+- Use `either.UneitherizeXXX` to convert from functional to idiomatic style
+
+### Effectful Functions
+
+An effectful function changes data outside its scope or doesn't always produce the same output for the same input.

 #### Without Errors

-If your effectful function does not return an error, the functional signature is [IO[T]](https://pkg.go.dev/github.com/IBM/fp-go/io)
+**Functional signature:** `IO[T]`
+
+```go
+func getCurrentTime() io.IO[time.Time] {
+    return func() time.Time {
+        return time.Now()
+    }
+}
+```

 #### With Errors

-If your effectful function can return an error, the functional signature is [IOEither[error, T]](https://pkg.go.dev/github.com/IBM/fp-go/ioeither). Use `EitherizeXXX` from ["github.com/IBM/fp-go/ioeither"](https://pkg.go.dev/github.com/IBM/fp-go/ioeither) to convert an idiomatic go function to functional style.
+**Functional signature:** `IOEither[error, T]`
+
+```go
+func readFile(path string) ioeither.IOEither[error, []byte] {
+    return func() either.Either[error, []byte] {
+        data, err := os.ReadFile(path)
+        if err != nil {
+            return either.Left[[]byte](err)
+        }
+        return either.Right[error](data)
+    }
+}
+```
+
+**Conversion:**
+- Use `ioeither.EitherizeXXX` to convert idiomatic Go functions to functional style

 ### Go Context

-Functions that take a [context](https://pkg.go.dev/context) are per definition effectful because they depend on the context parameter that is designed to be mutable (it can e.g. be used to cancel a running operation). Furthermore in idiomatic go the parameter is typically passed as the first parameter to a function.
+Functions that take a `context.Context` are effectful because they depend on mutable context.

-In functional style we isolate the [context](https://pkg.go.dev/context) and represent the nature of the effectful function as an [IOEither[error, T]](https://pkg.go.dev/github.com/IBM/fp-go/ioeither). The resulting type is [ReaderIOEither[T]](https://pkg.go.dev/github.com/IBM/fp-go/context/readerioeither), a function taking a [context](https://pkg.go.dev/context) that returns a function without parameters returning an [Either[error, T]](https://pkg.go.dev/github.com/IBM/fp-go/either). Use the `EitherizeXXX` methods from ["github.com/IBM/fp-go/context/readerioeither"](https://pkg.go.dev/github.com/IBM/fp-go/context/readerioeither) to convert an idiomatic go function with a [context](https://pkg.go.dev/context) to functional style.
+**Idiomatic Go:**
+```go
+func fetchData(ctx context.Context, url string) ([]byte, error) {
+    // implementation
+}
+```
+
+**Functional Style:**
+```go
+func fetchData(url string) readerioeither.ReaderIOEither[context.Context, error, []byte] {
+    return func(ctx context.Context) ioeither.IOEither[error, []byte] {
+        return func() either.Either[error, []byte] {
+            // implementation
+        }
+    }
+}
+```
+
+**Conversion:**
+- Use `readerioeither.EitherizeXXX` to convert idiomatic Go functions with context to functional style

 ## Implementation Notes

 ### Generics

-All monadic operations are implemented via generics, i.e. they offer a type safe way to compose operations. This allows for convenient IDE support and also gives confidence about the correctness of the composition at compile time.
+All monadic operations use Go generics for type safety:

-Downside is that this will result in different versions of each operation per type, these versions are generated by the golang compiler at build time (unlike type erasure in languages such as Java of TypeScript). This might lead to large binaries for codebases with many different types. If this is a concern, you can always implement type erasure on top, i.e. use the monadic operations with the `any` type as if generics were not supported. You loose type safety, but this might result in smaller binaries.
+- ✅ **Pros**: Type-safe composition, IDE support, compile-time correctness
+- ⚠️ **Cons**: May result in larger binaries (different versions per type)
+- 💡 **Tip**: For binary size concerns, use type erasure with `any` type

 ### Ordering of Generic Type Parameters

-In go we need to specify all type parameters of a function on the global function definition, even if the function returns a higher order function and some of the type parameters are only applicable to the higher order function. So the following is not possible:
+Go requires all type parameters on the global function definition. Parameters that cannot be auto-detected come first:

 ```go
-func Map[A, B any](f func(A) B) [R, E any]func(fa ReaderIOEither[R, E, A]) ReaderIOEither[R, E, B]
+// Map: B cannot be auto-detected, so it comes first
+func Map[R, E, A, B any](f func(A) B) func(ReaderIOEither[R, E, A]) ReaderIOEither[R, E, B]
+
+// Ap: B cannot be auto-detected from the argument
+func Ap[B, R, E, A any](fa ReaderIOEither[R, E, A]) func(ReaderIOEither[R, E, func(A) B]) ReaderIOEither[R, E, B]
 ```

-Note that the parameters `R` and `E` are not needed by the first level of `Map` but only by the resulting higher order function. Instead we need to specify the following:
+This ordering maximizes type inference where possible.

-```go
-func Map[R, E, A, B any](f func(A) B) func(fa ReaderIOEither[R, E, A]) ReaderIOEither[R, E, B]
-```
+### Use of the ~ Operator

-which overspecifies `Map` on the global scope. As a result the go compiler will not be able to auto-detect these parameters, it can only auto detect `A` and `B` since they appear in the argument of `Map`. We need to explicitly pass values for these type parameters when `Map` is being used.
-
-Because of this limitation the order of parameters on a function matters. We want to make sure that we define those parameters that cannot be auto-detected, first, and the parameters that can be auto-detected, last. This can lead to inconsistencies in parameter ordering, but we believe that the gain in convenience is worth it. The parameter order of `Ap` is e.g. different from that of `Map`:
-
-```go
-func Ap[B, R, E, A any](fa ReaderIOEither[R, E, A]) func(fab ReaderIOEither[R, E, func(A) B]) ReaderIOEither[R, E, B]
-```
-
-because `R`, `E` and `A` can be determined from the argument to `Ap` but `B` cannot.
-
-### Use of the [~ Operator](https://go.googlesource.com/proposal/+/master/design/47781-parameterized-go-ast.md)
-
-The FP library attempts to be easy to consume and one aspect of this is the definition of higher level type definitions instead of having to use their low level equivalent. It is e.g. more convenient and readable to use
-
-```go
-ReaderIOEither[R, E, A]
-```
-
-than
-
-```go
-func(R) func() Either.Either[E, A]
-```
-
-although both are logically equivalent. At the time of this writing the go type system does not support generic type aliases, only generic type definition, i.e. it is not possible to write:
-
-```go
-type ReaderIOEither[R, E, A any] = RD.Reader[R, IOE.IOEither[E, A]]
-```
-
-only
+Go doesn't support generic type aliases (until Go 1.24), only type definitions. The `~` operator allows generic implementations to work with compatible types:

 ```go
 type ReaderIOEither[R, E, A any] RD.Reader[R, IOE.IOEither[E, A]]
 ```

-This makes a big difference, because in the second case the type `ReaderIOEither[R, E, A any]` is considered a completely new type, not compatible to its right hand side, so it's not just a shortcut but a fully new type.
+**Generic Subpackages:**
+- Each higher-level type has a `generic` subpackage with fully generic implementations
+- These are for library extensions, not end-users
+- Main packages specialize generic implementations for convenience

-From the implementation perspective however there is no reason to restrict the implementation to the new type, it can be generic for all compatible types. The way to express this in go is the [~](https://go.googlesource.com/proposal/+/master/design/47781-parameterized-go-ast.md) operator. This comes with some quite complicated type declarations in some cases, which undermines the goal of the library to be easy to use.
+### Higher Kinded Types (HKT)

-For that reason there exist sub-packages called `Generic` for all higher level types. These packages contain the fully generic implementation of the operations, preferring abstraction over usability. These packages are not meant to be used by end-users but are meant to be used by library extensions. The implementation for the convenient higher level types specializes the generic implementation for the particular higher level type, i.e. this layer does not contain any business logic but only *type magic*.
+Go doesn't support HKT natively. This library addresses this by:

-### Higher Kinded Types
+- Introducing HKTs as individual types (e.g., `HKTA` for `HKT[A]`)
+- Implementing generic algorithms in the `internal` package
+- Keeping complexity hidden from end-users

-Go does not support higher kinded types (HKT). Such types occur if a generic type itself is parametrized by another generic type. Example:
+## Common Operations

-The `Map` operation for `ReaderIOEither` is defined as:
+### Map/Chain/Ap/Flap
+
+| Operator | Parameter        | Monad           | Result   | Use Case |
+| -------- | ---------------- | --------------- | -------- | -------- |
+| Map      | `func(A) B`      | `HKT[A]`        | `HKT[B]` | Transform value in context |
+| Chain    | `func(A) HKT[B]` | `HKT[A]`        | `HKT[B]` | Transform and flatten |
+| Ap       | `HKT[A]`         | `HKT[func(A)B]` | `HKT[B]` | Apply function in context |
+| Flap     | `A`              | `HKT[func(A)B]` | `HKT[B]` | Apply value to function in context |
+
+### Example: Chaining Operations

 ```go
-func Map[R, E, A, B any](f func(A) B) func(fa ReaderIOEither[R, E, A]) ReaderIOEither[R, E, B]
+import (
+    "github.com/IBM/fp-go/either"
+    "github.com/IBM/fp-go/function"
+)
+
+result := function.Pipe3(
+    either.Right[error](10),
+    either.Map(func(x int) int { return x * 2 }),
+    either.Chain(func(x int) either.Either[error, int] {
+        if x > 15 {
+            return either.Right[error](x)
+        }
+        return either.Left[int](errors.New("too small"))
+    }),
+    either.GetOrElse(func() int { return 0 }),
+)
 ```

-and in fact the equivalent operations for all other monads follow the same pattern, we could try to introduce a new type for `ReaderIOEither` (without a parameter) as a HKT, e.g. like so (made-up syntax, does not work in go):
+## 📚 Resources

-```go
-func Map[HKT, R, E, A, B any](f func(A) B) func(HKT[R, E, A]) HKT[R, E, B]
-```
+- [API Documentation](https://pkg.go.dev/github.com/IBM/fp-go)
+- [Code Samples](./samples/)
+- [V2 Documentation](./v2/README.md) - New features in Go 1.24+
+- [fp-ts](https://github.com/gcanti/fp-ts) - Original TypeScript inspiration

-this would be the completely generic method signature for all possible monads. In particular in many cases it is possible to compose functions independent of the concrete knowledge of the actual `HKT`. From the perspective of a library this is the ideal situation because then a particular algorithm only has to be implemented and tested once.
+## 🤝 Contributing

-This FP library addresses this by introducing the HKTs as individual types, e.g. `HKT[A]` would be represented as a new generic type `HKTA`. This loses the correlation to the type `A` but allows to implement generic algorithms, at the price of readability.
+Contributions are welcome! Please feel free to submit issues or pull requests.

-For that reason these implementations are kept in the `internal` package. These are meant to be used by the library itself or by extensions, not by end users.
+## 📄 License

-## Map/Ap/Flap
-
-The following table lists the relationship between some selected operators
-
-| Opertator | Parameter        | Monad           | Result   |
-| --------  | ---------------- | --------------- | -------- |
-| Map       | `func(A) B`      | `HKT[A]`        | `HKT[B]` |
-| Chain     | `func(A) HKT[B]` | `HKT[A]` | `HKT[B]` |
-| Ap        | `HKT[A]`         | `HKT[func(A)B]` | `HKT[B]` |
-| Flap      | `A`              | `HKT[func(A)B]` | `HKT[B]` |
+This project is licensed under the Apache License 2.0 - see the LICENSE file for details.
--- a/array/array.go
+++ b/array/array.go
@@ -141,6 +141,10 @@ func reduceRef[A, B any](fa []A, f func(B, *A) B, initial B) B {
 	return current
 }

+func MonadReduce[A, B any](fa []A, f func(B, A) B, initial B) B {
+	return G.MonadReduce(fa, f, initial)
+}
+
 func Reduce[A, B any](f func(B, A) B, initial B) func([]A) B {
 	return G.Reduce[[]A](f, initial)
 }
--- a/bytes/bytes.go
+++ b/bytes/bytes.go
@@ -15,6 +15,10 @@

 package bytes

+func Empty() []byte {
+	return Monoid.Empty()
+}
+
 func ToString(a []byte) string {
 	return string(a)
 }
--- a/cli/contextreaderioeither.go
+++ b/cli/contextreaderioeither.go
@@ -365,6 +365,70 @@ func generateContextReaderIOEitherEitherize(f, fg *os.File, i int) {
 	fmt.Fprintln(fg, "}")
 }

+func generateContextReaderIOEitherUneitherize(f, fg *os.File, i int) {
+	// non generic version
+	fmt.Fprintf(f, "\n// Uneitherize%d converts a function with %d parameters returning a [ReaderIOEither[R]] into a function with %d parameters returning a tuple.\n// The first parameter is considered to be the [context.Context].\n", i, i+1, i)
+	fmt.Fprintf(f, "func Uneitherize%d[F ~func(", i)
+	for j := 0; j < i; j++ {
+		if j > 0 {
+			fmt.Fprintf(f, ", ")
+		}
+		fmt.Fprintf(f, "T%d", j)
+	}
+	fmt.Fprintf(f, ") ReaderIOEither[R]")
+	for j := 0; j < i; j++ {
+		fmt.Fprintf(f, ", T%d", j)
+	}
+	fmt.Fprintf(f, ", R any](f F) func(context.Context")
+	for j := 0; j < i; j++ {
+		fmt.Fprintf(f, ", T%d", j)
+	}
+	fmt.Fprintf(f, ") (R, error) {\n")
+	fmt.Fprintf(f, "  return G.Uneitherize%d[ReaderIOEither[R]", i)
+
+	fmt.Fprintf(f, ", func(context.Context")
+	for j := 0; j < i; j++ {
+		fmt.Fprintf(f, ", T%d", j)
+	}
+	fmt.Fprintf(f, ")(R, error)](f)\n")
+	fmt.Fprintln(f, "}")
+
+	// generic version
+	fmt.Fprintf(fg, "\n// Uneitherize%d converts a function with %d parameters returning a [GRA] into a function with %d parameters returning a tuple.\n// The first parameter is considered to be the [context.Context].\n", i, i, i)
+	fmt.Fprintf(fg, "func Uneitherize%d[GRA ~func(context.Context) GIOA, F ~func(context.Context", i)
+	for j := 0; j < i; j++ {
+		fmt.Fprintf(fg, ", T%d", j)
+	}
+	fmt.Fprintf(fg, ") (R, error), GIOA ~func() E.Either[error, R]")
+	for j := 0; j < i; j++ {
+		fmt.Fprintf(fg, ", T%d", j)
+	}
+	fmt.Fprintf(fg, ", R any](f func(")
+	for j := 0; j < i; j++ {
+		if j > 0 {
+			fmt.Fprintf(fg, ", ")
+		}
+		fmt.Fprintf(fg, "T%d", j)
+	}
+	fmt.Fprintf(fg, ") GRA) F {\n")
+
+	fmt.Fprintf(fg, "  return func(c context.Context")
+	for j := 0; j < i; j++ {
+		fmt.Fprintf(fg, ", t%d T%d", j, j)
+	}
+	fmt.Fprintf(fg, ") (R, error) {\n")
+	fmt.Fprintf(fg, "    return E.UnwrapError(f(")
+	for j := 0; j < i; j++ {
+		if j > 0 {
+			fmt.Fprintf(fg, ", ")
+		}
+		fmt.Fprintf(fg, "t%d", j)
+	}
+	fmt.Fprintf(fg, ")(c)())\n")
+	fmt.Fprintf(fg, "  }\n")
+	fmt.Fprintf(fg, "}\n")
+}
+
 func generateContextReaderIOEitherHelpers(filename string, count int) error {
 	dir, err := os.Getwd()
 	if err != nil {
@@ -420,10 +484,12 @@ import (
 `)

 	generateContextReaderIOEitherEitherize(f, fg, 0)
+	generateContextReaderIOEitherUneitherize(f, fg, 0)

 	for i := 1; i <= count; i++ {
 		// eitherize
 		generateContextReaderIOEitherEitherize(f, fg, i)
+		generateContextReaderIOEitherUneitherize(f, fg, i)
 		// sequenceT
 		generateContextReaderIOEitherSequenceT("")(f, fg, i)
 		generateContextReaderIOEitherSequenceT("Seq")(f, fg, i)
--- a/cli/readerioeither.go
+++ b/cli/readerioeither.go
@@ -136,6 +136,70 @@ func generateReaderIOEitherEitherize(f, fg *os.File, i int) {
 	fmt.Fprintf(fg, "}\n")
 }

+func generateReaderIOEitherUneitherize(f, fg *os.File, i int) {
+	// non generic version
+	fmt.Fprintf(f, "\n// Uneitherize%d converts a function with %d parameters returning a [ReaderIOEither[C, error, R]] into a function with %d parameters returning a tuple.\n// The first parameter is considered to be the context [C].\n", i, i+1, i)
+	fmt.Fprintf(f, "func Uneitherize%d[F ~func(", i)
+	for j := 0; j < i; j++ {
+		if j > 0 {
+			fmt.Fprintf(f, ", ")
+		}
+		fmt.Fprintf(f, "T%d", j)
+	}
+	fmt.Fprintf(f, ") ReaderIOEither[C, error, R]")
+	for j := 0; j < i; j++ {
+		fmt.Fprintf(f, ", T%d", j)
+	}
+	fmt.Fprintf(f, ", C, R any](f F) func(C")
+	for j := 0; j < i; j++ {
+		fmt.Fprintf(f, ", T%d", j)
+	}
+	fmt.Fprintf(f, ") (R, error) {\n")
+	fmt.Fprintf(f, "  return G.Uneitherize%d[ReaderIOEither[C, error, R]", i)
+
+	fmt.Fprintf(f, ", func(C")
+	for j := 0; j < i; j++ {
+		fmt.Fprintf(f, ", T%d", j)
+	}
+	fmt.Fprintf(f, ")(R, error)](f)\n")
+	fmt.Fprintln(f, "}")
+
+	// generic version
+	fmt.Fprintf(fg, "\n// Uneitherize%d converts a function with %d parameters returning a [GRA] into a function with %d parameters returning a tuple.\n// The first parameter is considered to be the context [C].\n", i, i, i)
+	fmt.Fprintf(fg, "func Uneitherize%d[GRA ~func(C) GIOA, F ~func(C", i)
+	for j := 0; j < i; j++ {
+		fmt.Fprintf(fg, ", T%d", j)
+	}
+	fmt.Fprintf(fg, ") (R, error), GIOA ~func() E.Either[error, R]")
+	for j := 0; j < i; j++ {
+		fmt.Fprintf(fg, ", T%d", j)
+	}
+	fmt.Fprintf(fg, ", C, R any](f func(")
+	for j := 0; j < i; j++ {
+		if j > 0 {
+			fmt.Fprintf(fg, ", ")
+		}
+		fmt.Fprintf(fg, "T%d", j)
+	}
+	fmt.Fprintf(fg, ") GRA) F {\n")
+
+	fmt.Fprintf(fg, "  return func(c C")
+	for j := 0; j < i; j++ {
+		fmt.Fprintf(fg, ", t%d T%d", j, j)
+	}
+	fmt.Fprintf(fg, ") (R, error) {\n")
+	fmt.Fprintf(fg, "    return E.UnwrapError(f(")
+	for j := 0; j < i; j++ {
+		if j > 0 {
+			fmt.Fprintf(fg, ", ")
+		}
+		fmt.Fprintf(fg, "t%d", j)
+	}
+	fmt.Fprintf(fg, ")(c)())\n")
+	fmt.Fprintf(fg, "  }\n")
+	fmt.Fprintf(fg, "}\n")
+}
+
 func generateReaderIOEitherHelpers(filename string, count int) error {
 	dir, err := os.Getwd()
 	if err != nil {
@@ -197,12 +261,16 @@ import (
 	generateReaderIOEitherFrom(f, fg, 0)
 	// eitherize
 	generateReaderIOEitherEitherize(f, fg, 0)
+	// uneitherize
+	generateReaderIOEitherUneitherize(f, fg, 0)

 	for i := 1; i <= count; i++ {
 		// from
 		generateReaderIOEitherFrom(f, fg, i)
 		// eitherize
 		generateReaderIOEitherEitherize(f, fg, i)
+		// uneitherize
+		generateReaderIOEitherUneitherize(f, fg, i)
 	}

 	return nil
--- a/cli/templates/functions.go
+++ b/cli/templates/functions.go
@@ -0,0 +1,15 @@
+package templates
+
+import (
+	"text/template"
+
+	E "github.com/IBM/fp-go/either"
+)
+
+var (
+	templateFunctions = template.FuncMap{}
+)
+
+func Parse(name, tmpl string) E.Either[error, *template.Template] {
+	return E.TryCatchError(template.New(name).Funcs(templateFunctions).Parse(tmpl))
+}
--- a/cli/tuple.go
+++ b/cli/tuple.go
@@ -405,8 +405,6 @@ func generateTupleHelpers(filename string, count int) error {

 	fmt.Fprintf(f, `
 import (
-	"fmt"
-	"encoding/json"
 	M "github.com/IBM/fp-go/monoid"
 	O "github.com/IBM/fp-go/ord"	
 )
@@ -457,7 +455,7 @@ func generateTupleMarshal(f *os.File, i int) {
 	fmt.Fprintf(f, "func (t ")
 	writeTupleType(f, "T", i)
 	fmt.Fprintf(f, ") MarshalJSON() ([]byte, error) {\n")
-	fmt.Fprintf(f, "  return json.Marshal([]any{")
+	fmt.Fprintf(f, "  return tupleMarshalJSON(")
 	// function prototypes
 	for j := 1; j <= i; j++ {
 		if j > 1 {
@@ -465,7 +463,7 @@ func generateTupleMarshal(f *os.File, i int) {
 		}
 		fmt.Fprintf(f, "t.F%d", j)
 	}
-	fmt.Fprintf(f, "})\n")
+	fmt.Fprintf(f, ")\n")
 	fmt.Fprintf(f, "}\n")
 }

@@ -475,19 +473,12 @@ func generateTupleUnmarshal(f *os.File, i int) {
 	fmt.Fprintf(f, "func (t *")
 	writeTupleType(f, "T", i)
 	fmt.Fprintf(f, ") UnmarshalJSON(data []byte) error {\n")
-	fmt.Fprintf(f, "  var tmp []json.RawMessage\n")
-	fmt.Fprintf(f, "  if err := json.Unmarshal(data, &tmp); err != nil {return err}\n")
-	fmt.Fprintf(f, "  l := len(tmp)\n")
-	// unmarshal fields
+	fmt.Fprintf(f, "  return tupleUnmarshalJSON(data")
+	// function prototypes
 	for j := 1; j <= i; j++ {
-		fmt.Fprintf(f, "  if l > %d {\n", j-1)
-		fmt.Fprintf(f, "  if err := json.Unmarshal(tmp[%d], &t.F%d); err != nil {return err}\n", j-1, j)
+		fmt.Fprintf(f, ", &t.F%d", j)
 	}
-	fmt.Fprintf(f, "  ")
-	for j := 1; j <= i; j++ {
-		fmt.Fprintf(f, "}")
-	}
-	fmt.Fprintf(f, "\n  return nil\n")
+	fmt.Fprintf(f, ")\n")
 	fmt.Fprintf(f, "}\n")
 }

@@ -570,30 +561,13 @@ func generateTupleString(f *os.File, i int) {
 	writeTupleType(f, "T", i)
 	fmt.Fprintf(f, ") String() string {\n")
 	// convert to string
-	fmt.Fprintf(f, "  return fmt.Sprintf(\"Tuple%d[", i)
-	for j := 1; j <= i; j++ {
-		if j > 1 {
-			fmt.Fprintf(f, ", ")
-		}
-		fmt.Fprintf(f, "%s", "%T")
-	}
-	fmt.Fprintf(f, "](")
-	for j := 1; j <= i; j++ {
-		if j > 1 {
-			fmt.Fprintf(f, ", ")
-		}
-		fmt.Fprintf(f, "%s", "%v")
-	}
-	fmt.Fprintf(f, ")\", ")
+	fmt.Fprint(f, "  return tupleString(")
 	for j := 1; j <= i; j++ {
 		if j > 1 {
 			fmt.Fprintf(f, ", ")
 		}
 		fmt.Fprintf(f, "t.F%d", j)
 	}
-	for j := 1; j <= i; j++ {
-		fmt.Fprintf(f, ", t.F%d", j)
-	}
 	fmt.Fprintf(f, ")\n")
 	fmt.Fprintf(f, "}\n")
 }
--- a/context/readerioeither/file/write.go
+++ b/context/readerioeither/file/write.go
@@ -26,7 +26,7 @@ import (
 func onWriteAll[W io.Writer](data []byte) func(w W) RIOE.ReaderIOEither[[]byte] {
 	return func(w W) RIOE.ReaderIOEither[[]byte] {
 		return F.Pipe1(
-			RIOE.TryCatch(func(ctx context.Context) func() ([]byte, error) {
+			RIOE.TryCatch(func(_ context.Context) func() ([]byte, error) {
 				return func() ([]byte, error) {
 					_, err := w.Write(data)
 					return data, err
--- a/context/readerioeither/gen.go
+++ b/context/readerioeither/gen.go
@@ -2,7 +2,7 @@ package readerioeither

 // Code generated by go generate; DO NOT EDIT.
 // This file was generated by robots at
-// 2023-10-23 08:30:39.012572 +0200 CEST m=+0.008846101
+// 2024-05-24 22:24:01.4250895 +0200 CEST m=+0.014515801

 import (
 	"context"
@@ -17,12 +17,24 @@ func Eitherize0[F ~func(context.Context) (R, error), R any](f F) func() ReaderIO
 	return G.Eitherize0[ReaderIOEither[R]](f)
 }

+// Uneitherize0 converts a function with 1 parameters returning a [ReaderIOEither[R]] into a function with 0 parameters returning a tuple.
+// The first parameter is considered to be the [context.Context].
+func Uneitherize0[F ~func() ReaderIOEither[R], R any](f F) func(context.Context) (R, error) {
+	return G.Uneitherize0[ReaderIOEither[R], func(context.Context) (R, error)](f)
+}
+
 // Eitherize1 converts a function with 1 parameters returning a tuple into a function with 1 parameters returning a [ReaderIOEither[R]]
 // The inverse function is [Uneitherize1]
 func Eitherize1[F ~func(context.Context, T0) (R, error), T0, R any](f F) func(T0) ReaderIOEither[R] {
 	return G.Eitherize1[ReaderIOEither[R]](f)
 }

+// Uneitherize1 converts a function with 2 parameters returning a [ReaderIOEither[R]] into a function with 1 parameters returning a tuple.
+// The first parameter is considered to be the [context.Context].
+func Uneitherize1[F ~func(T0) ReaderIOEither[R], T0, R any](f F) func(context.Context, T0) (R, error) {
+	return G.Uneitherize1[ReaderIOEither[R], func(context.Context, T0) (R, error)](f)
+}
+
 // SequenceT1 converts 1 [ReaderIOEither] into a [ReaderIOEither] of a [T.Tuple1].
 func SequenceT1[T1 any](t1 ReaderIOEither[T1]) ReaderIOEither[T.Tuple1[T1]] {
 	return G.SequenceT1[ReaderIOEither[T.Tuple1[T1]]](t1)
@@ -74,6 +86,12 @@ func Eitherize2[F ~func(context.Context, T0, T1) (R, error), T0, T1, R any](f F)
 	return G.Eitherize2[ReaderIOEither[R]](f)
 }

+// Uneitherize2 converts a function with 3 parameters returning a [ReaderIOEither[R]] into a function with 2 parameters returning a tuple.
+// The first parameter is considered to be the [context.Context].
+func Uneitherize2[F ~func(T0, T1) ReaderIOEither[R], T0, T1, R any](f F) func(context.Context, T0, T1) (R, error) {
+	return G.Uneitherize2[ReaderIOEither[R], func(context.Context, T0, T1) (R, error)](f)
+}
+
 // SequenceT2 converts 2 [ReaderIOEither] into a [ReaderIOEither] of a [T.Tuple2].
 func SequenceT2[T1, T2 any](t1 ReaderIOEither[T1], t2 ReaderIOEither[T2]) ReaderIOEither[T.Tuple2[T1, T2]] {
 	return G.SequenceT2[ReaderIOEither[T.Tuple2[T1, T2]]](t1, t2)
@@ -125,6 +143,12 @@ func Eitherize3[F ~func(context.Context, T0, T1, T2) (R, error), T0, T1, T2, R a
 	return G.Eitherize3[ReaderIOEither[R]](f)
 }

+// Uneitherize3 converts a function with 4 parameters returning a [ReaderIOEither[R]] into a function with 3 parameters returning a tuple.
+// The first parameter is considered to be the [context.Context].
+func Uneitherize3[F ~func(T0, T1, T2) ReaderIOEither[R], T0, T1, T2, R any](f F) func(context.Context, T0, T1, T2) (R, error) {
+	return G.Uneitherize3[ReaderIOEither[R], func(context.Context, T0, T1, T2) (R, error)](f)
+}
+
 // SequenceT3 converts 3 [ReaderIOEither] into a [ReaderIOEither] of a [T.Tuple3].
 func SequenceT3[T1, T2, T3 any](t1 ReaderIOEither[T1], t2 ReaderIOEither[T2], t3 ReaderIOEither[T3]) ReaderIOEither[T.Tuple3[T1, T2, T3]] {
 	return G.SequenceT3[ReaderIOEither[T.Tuple3[T1, T2, T3]]](t1, t2, t3)
@@ -176,6 +200,12 @@ func Eitherize4[F ~func(context.Context, T0, T1, T2, T3) (R, error), T0, T1, T2,
 	return G.Eitherize4[ReaderIOEither[R]](f)
 }

+// Uneitherize4 converts a function with 5 parameters returning a [ReaderIOEither[R]] into a function with 4 parameters returning a tuple.
+// The first parameter is considered to be the [context.Context].
+func Uneitherize4[F ~func(T0, T1, T2, T3) ReaderIOEither[R], T0, T1, T2, T3, R any](f F) func(context.Context, T0, T1, T2, T3) (R, error) {
+	return G.Uneitherize4[ReaderIOEither[R], func(context.Context, T0, T1, T2, T3) (R, error)](f)
+}
+
 // SequenceT4 converts 4 [ReaderIOEither] into a [ReaderIOEither] of a [T.Tuple4].
 func SequenceT4[T1, T2, T3, T4 any](t1 ReaderIOEither[T1], t2 ReaderIOEither[T2], t3 ReaderIOEither[T3], t4 ReaderIOEither[T4]) ReaderIOEither[T.Tuple4[T1, T2, T3, T4]] {
 	return G.SequenceT4[ReaderIOEither[T.Tuple4[T1, T2, T3, T4]]](t1, t2, t3, t4)
@@ -227,6 +257,12 @@ func Eitherize5[F ~func(context.Context, T0, T1, T2, T3, T4) (R, error), T0, T1,
 	return G.Eitherize5[ReaderIOEither[R]](f)
 }

+// Uneitherize5 converts a function with 6 parameters returning a [ReaderIOEither[R]] into a function with 5 parameters returning a tuple.
+// The first parameter is considered to be the [context.Context].
+func Uneitherize5[F ~func(T0, T1, T2, T3, T4) ReaderIOEither[R], T0, T1, T2, T3, T4, R any](f F) func(context.Context, T0, T1, T2, T3, T4) (R, error) {
+	return G.Uneitherize5[ReaderIOEither[R], func(context.Context, T0, T1, T2, T3, T4) (R, error)](f)
+}
+
 // SequenceT5 converts 5 [ReaderIOEither] into a [ReaderIOEither] of a [T.Tuple5].
 func SequenceT5[T1, T2, T3, T4, T5 any](t1 ReaderIOEither[T1], t2 ReaderIOEither[T2], t3 ReaderIOEither[T3], t4 ReaderIOEither[T4], t5 ReaderIOEither[T5]) ReaderIOEither[T.Tuple5[T1, T2, T3, T4, T5]] {
 	return G.SequenceT5[ReaderIOEither[T.Tuple5[T1, T2, T3, T4, T5]]](t1, t2, t3, t4, t5)
@@ -278,6 +314,12 @@ func Eitherize6[F ~func(context.Context, T0, T1, T2, T3, T4, T5) (R, error), T0,
 	return G.Eitherize6[ReaderIOEither[R]](f)
 }

+// Uneitherize6 converts a function with 7 parameters returning a [ReaderIOEither[R]] into a function with 6 parameters returning a tuple.
+// The first parameter is considered to be the [context.Context].
+func Uneitherize6[F ~func(T0, T1, T2, T3, T4, T5) ReaderIOEither[R], T0, T1, T2, T3, T4, T5, R any](f F) func(context.Context, T0, T1, T2, T3, T4, T5) (R, error) {
+	return G.Uneitherize6[ReaderIOEither[R], func(context.Context, T0, T1, T2, T3, T4, T5) (R, error)](f)
+}
+
 // SequenceT6 converts 6 [ReaderIOEither] into a [ReaderIOEither] of a [T.Tuple6].
 func SequenceT6[T1, T2, T3, T4, T5, T6 any](t1 ReaderIOEither[T1], t2 ReaderIOEither[T2], t3 ReaderIOEither[T3], t4 ReaderIOEither[T4], t5 ReaderIOEither[T5], t6 ReaderIOEither[T6]) ReaderIOEither[T.Tuple6[T1, T2, T3, T4, T5, T6]] {
 	return G.SequenceT6[ReaderIOEither[T.Tuple6[T1, T2, T3, T4, T5, T6]]](t1, t2, t3, t4, t5, t6)
@@ -329,6 +371,12 @@ func Eitherize7[F ~func(context.Context, T0, T1, T2, T3, T4, T5, T6) (R, error),
 	return G.Eitherize7[ReaderIOEither[R]](f)
 }

+// Uneitherize7 converts a function with 8 parameters returning a [ReaderIOEither[R]] into a function with 7 parameters returning a tuple.
+// The first parameter is considered to be the [context.Context].
+func Uneitherize7[F ~func(T0, T1, T2, T3, T4, T5, T6) ReaderIOEither[R], T0, T1, T2, T3, T4, T5, T6, R any](f F) func(context.Context, T0, T1, T2, T3, T4, T5, T6) (R, error) {
+	return G.Uneitherize7[ReaderIOEither[R], func(context.Context, T0, T1, T2, T3, T4, T5, T6) (R, error)](f)
+}
+
 // SequenceT7 converts 7 [ReaderIOEither] into a [ReaderIOEither] of a [T.Tuple7].
 func SequenceT7[T1, T2, T3, T4, T5, T6, T7 any](t1 ReaderIOEither[T1], t2 ReaderIOEither[T2], t3 ReaderIOEither[T3], t4 ReaderIOEither[T4], t5 ReaderIOEither[T5], t6 ReaderIOEither[T6], t7 ReaderIOEither[T7]) ReaderIOEither[T.Tuple7[T1, T2, T3, T4, T5, T6, T7]] {
 	return G.SequenceT7[ReaderIOEither[T.Tuple7[T1, T2, T3, T4, T5, T6, T7]]](t1, t2, t3, t4, t5, t6, t7)
@@ -380,6 +428,12 @@ func Eitherize8[F ~func(context.Context, T0, T1, T2, T3, T4, T5, T6, T7) (R, err
 	return G.Eitherize8[ReaderIOEither[R]](f)
 }

+// Uneitherize8 converts a function with 9 parameters returning a [ReaderIOEither[R]] into a function with 8 parameters returning a tuple.
+// The first parameter is considered to be the [context.Context].
+func Uneitherize8[F ~func(T0, T1, T2, T3, T4, T5, T6, T7) ReaderIOEither[R], T0, T1, T2, T3, T4, T5, T6, T7, R any](f F) func(context.Context, T0, T1, T2, T3, T4, T5, T6, T7) (R, error) {
+	return G.Uneitherize8[ReaderIOEither[R], func(context.Context, T0, T1, T2, T3, T4, T5, T6, T7) (R, error)](f)
+}
+
 // SequenceT8 converts 8 [ReaderIOEither] into a [ReaderIOEither] of a [T.Tuple8].
 func SequenceT8[T1, T2, T3, T4, T5, T6, T7, T8 any](t1 ReaderIOEither[T1], t2 ReaderIOEither[T2], t3 ReaderIOEither[T3], t4 ReaderIOEither[T4], t5 ReaderIOEither[T5], t6 ReaderIOEither[T6], t7 ReaderIOEither[T7], t8 ReaderIOEither[T8]) ReaderIOEither[T.Tuple8[T1, T2, T3, T4, T5, T6, T7, T8]] {
 	return G.SequenceT8[ReaderIOEither[T.Tuple8[T1, T2, T3, T4, T5, T6, T7, T8]]](t1, t2, t3, t4, t5, t6, t7, t8)
@@ -431,6 +485,12 @@ func Eitherize9[F ~func(context.Context, T0, T1, T2, T3, T4, T5, T6, T7, T8) (R,
 	return G.Eitherize9[ReaderIOEither[R]](f)
 }

+// Uneitherize9 converts a function with 10 parameters returning a [ReaderIOEither[R]] into a function with 9 parameters returning a tuple.
+// The first parameter is considered to be the [context.Context].
+func Uneitherize9[F ~func(T0, T1, T2, T3, T4, T5, T6, T7, T8) ReaderIOEither[R], T0, T1, T2, T3, T4, T5, T6, T7, T8, R any](f F) func(context.Context, T0, T1, T2, T3, T4, T5, T6, T7, T8) (R, error) {
+	return G.Uneitherize9[ReaderIOEither[R], func(context.Context, T0, T1, T2, T3, T4, T5, T6, T7, T8) (R, error)](f)
+}
+
 // SequenceT9 converts 9 [ReaderIOEither] into a [ReaderIOEither] of a [T.Tuple9].
 func SequenceT9[T1, T2, T3, T4, T5, T6, T7, T8, T9 any](t1 ReaderIOEither[T1], t2 ReaderIOEither[T2], t3 ReaderIOEither[T3], t4 ReaderIOEither[T4], t5 ReaderIOEither[T5], t6 ReaderIOEither[T6], t7 ReaderIOEither[T7], t8 ReaderIOEither[T8], t9 ReaderIOEither[T9]) ReaderIOEither[T.Tuple9[T1, T2, T3, T4, T5, T6, T7, T8, T9]] {
 	return G.SequenceT9[ReaderIOEither[T.Tuple9[T1, T2, T3, T4, T5, T6, T7, T8, T9]]](t1, t2, t3, t4, t5, t6, t7, t8, t9)
@@ -482,6 +542,12 @@ func Eitherize10[F ~func(context.Context, T0, T1, T2, T3, T4, T5, T6, T7, T8, T9
 	return G.Eitherize10[ReaderIOEither[R]](f)
 }

+// Uneitherize10 converts a function with 11 parameters returning a [ReaderIOEither[R]] into a function with 10 parameters returning a tuple.
+// The first parameter is considered to be the [context.Context].
+func Uneitherize10[F ~func(T0, T1, T2, T3, T4, T5, T6, T7, T8, T9) ReaderIOEither[R], T0, T1, T2, T3, T4, T5, T6, T7, T8, T9, R any](f F) func(context.Context, T0, T1, T2, T3, T4, T5, T6, T7, T8, T9) (R, error) {
+	return G.Uneitherize10[ReaderIOEither[R], func(context.Context, T0, T1, T2, T3, T4, T5, T6, T7, T8, T9) (R, error)](f)
+}
+
 // SequenceT10 converts 10 [ReaderIOEither] into a [ReaderIOEither] of a [T.Tuple10].
 func SequenceT10[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10 any](t1 ReaderIOEither[T1], t2 ReaderIOEither[T2], t3 ReaderIOEither[T3], t4 ReaderIOEither[T4], t5 ReaderIOEither[T5], t6 ReaderIOEither[T6], t7 ReaderIOEither[T7], t8 ReaderIOEither[T8], t9 ReaderIOEither[T9], t10 ReaderIOEither[T10]) ReaderIOEither[T.Tuple10[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10]] {
 	return G.SequenceT10[ReaderIOEither[T.Tuple10[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10]]](t1, t2, t3, t4, t5, t6, t7, t8, t9, t10)
--- a/context/readerioeither/generic/gen.go
+++ b/context/readerioeither/generic/gen.go
@@ -2,7 +2,7 @@ package generic

 // Code generated by go generate; DO NOT EDIT.
 // This file was generated by robots at
-// 2023-10-23 08:30:39.012572 +0200 CEST m=+0.008846101
+// 2024-05-24 22:24:01.4250895 +0200 CEST m=+0.014515801

 import (
 	"context"
@@ -19,12 +19,28 @@ func Eitherize0[GRA ~func(context.Context) GIOA, F ~func(context.Context) (R, er
 	return RE.Eitherize0[GRA](f)
 }

+// Uneitherize0 converts a function with 0 parameters returning a [GRA] into a function with 0 parameters returning a tuple.
+// The first parameter is considered to be the [context.Context].
+func Uneitherize0[GRA ~func(context.Context) GIOA, F ~func(context.Context) (R, error), GIOA ~func() E.Either[error, R], R any](f func() GRA) F {
+	return func(c context.Context) (R, error) {
+		return E.UnwrapError(f()(c)())
+	}
+}
+
 // Eitherize1 converts a function with 1 parameters returning a tuple into a function with 1 parameters returning a [GRA]
 // The inverse function is [Uneitherize1]
 func Eitherize1[GRA ~func(context.Context) GIOA, F ~func(context.Context, T0) (R, error), GIOA ~func() E.Either[error, R], T0, R any](f F) func(T0) GRA {
 	return RE.Eitherize1[GRA](f)
 }

+// Uneitherize1 converts a function with 1 parameters returning a [GRA] into a function with 1 parameters returning a tuple.
+// The first parameter is considered to be the [context.Context].
+func Uneitherize1[GRA ~func(context.Context) GIOA, F ~func(context.Context, T0) (R, error), GIOA ~func() E.Either[error, R], T0, R any](f func(T0) GRA) F {
+	return func(c context.Context, t0 T0) (R, error) {
+		return E.UnwrapError(f(t0)(c)())
+	}
+}
+
 // SequenceT1 converts 1 readers into a reader of a [T.Tuple1].
 func SequenceT1[
 	GR_TUPLE1 ~func(context.Context) GIO_TUPLE1,
@@ -169,6 +185,14 @@ func Eitherize2[GRA ~func(context.Context) GIOA, F ~func(context.Context, T0, T1
 	return RE.Eitherize2[GRA](f)
 }

+// Uneitherize2 converts a function with 2 parameters returning a [GRA] into a function with 2 parameters returning a tuple.
+// The first parameter is considered to be the [context.Context].
+func Uneitherize2[GRA ~func(context.Context) GIOA, F ~func(context.Context, T0, T1) (R, error), GIOA ~func() E.Either[error, R], T0, T1, R any](f func(T0, T1) GRA) F {
+	return func(c context.Context, t0 T0, t1 T1) (R, error) {
+		return E.UnwrapError(f(t0, t1)(c)())
+	}
+}
+
 // SequenceT2 converts 2 readers into a reader of a [T.Tuple2].
 func SequenceT2[
 	GR_TUPLE2 ~func(context.Context) GIO_TUPLE2,
@@ -364,6 +388,14 @@ func Eitherize3[GRA ~func(context.Context) GIOA, F ~func(context.Context, T0, T1
 	return RE.Eitherize3[GRA](f)
 }

+// Uneitherize3 converts a function with 3 parameters returning a [GRA] into a function with 3 parameters returning a tuple.
+// The first parameter is considered to be the [context.Context].
+func Uneitherize3[GRA ~func(context.Context) GIOA, F ~func(context.Context, T0, T1, T2) (R, error), GIOA ~func() E.Either[error, R], T0, T1, T2, R any](f func(T0, T1, T2) GRA) F {
+	return func(c context.Context, t0 T0, t1 T1, t2 T2) (R, error) {
+		return E.UnwrapError(f(t0, t1, t2)(c)())
+	}
+}
+
 // SequenceT3 converts 3 readers into a reader of a [T.Tuple3].
 func SequenceT3[
 	GR_TUPLE3 ~func(context.Context) GIO_TUPLE3,
@@ -610,6 +642,14 @@ func Eitherize4[GRA ~func(context.Context) GIOA, F ~func(context.Context, T0, T1
 	return RE.Eitherize4[GRA](f)
 }

+// Uneitherize4 converts a function with 4 parameters returning a [GRA] into a function with 4 parameters returning a tuple.
+// The first parameter is considered to be the [context.Context].
+func Uneitherize4[GRA ~func(context.Context) GIOA, F ~func(context.Context, T0, T1, T2, T3) (R, error), GIOA ~func() E.Either[error, R], T0, T1, T2, T3, R any](f func(T0, T1, T2, T3) GRA) F {
+	return func(c context.Context, t0 T0, t1 T1, t2 T2, t3 T3) (R, error) {
+		return E.UnwrapError(f(t0, t1, t2, t3)(c)())
+	}
+}
+
 // SequenceT4 converts 4 readers into a reader of a [T.Tuple4].
 func SequenceT4[
 	GR_TUPLE4 ~func(context.Context) GIO_TUPLE4,
@@ -907,6 +947,14 @@ func Eitherize5[GRA ~func(context.Context) GIOA, F ~func(context.Context, T0, T1
 	return RE.Eitherize5[GRA](f)
 }

+// Uneitherize5 converts a function with 5 parameters returning a [GRA] into a function with 5 parameters returning a tuple.
+// The first parameter is considered to be the [context.Context].
+func Uneitherize5[GRA ~func(context.Context) GIOA, F ~func(context.Context, T0, T1, T2, T3, T4) (R, error), GIOA ~func() E.Either[error, R], T0, T1, T2, T3, T4, R any](f func(T0, T1, T2, T3, T4) GRA) F {
+	return func(c context.Context, t0 T0, t1 T1, t2 T2, t3 T3, t4 T4) (R, error) {
+		return E.UnwrapError(f(t0, t1, t2, t3, t4)(c)())
+	}
+}
+
 // SequenceT5 converts 5 readers into a reader of a [T.Tuple5].
 func SequenceT5[
 	GR_TUPLE5 ~func(context.Context) GIO_TUPLE5,
@@ -1255,6 +1303,14 @@ func Eitherize6[GRA ~func(context.Context) GIOA, F ~func(context.Context, T0, T1
 	return RE.Eitherize6[GRA](f)
 }

+// Uneitherize6 converts a function with 6 parameters returning a [GRA] into a function with 6 parameters returning a tuple.
+// The first parameter is considered to be the [context.Context].
+func Uneitherize6[GRA ~func(context.Context) GIOA, F ~func(context.Context, T0, T1, T2, T3, T4, T5) (R, error), GIOA ~func() E.Either[error, R], T0, T1, T2, T3, T4, T5, R any](f func(T0, T1, T2, T3, T4, T5) GRA) F {
+	return func(c context.Context, t0 T0, t1 T1, t2 T2, t3 T3, t4 T4, t5 T5) (R, error) {
+		return E.UnwrapError(f(t0, t1, t2, t3, t4, t5)(c)())
+	}
+}
+
 // SequenceT6 converts 6 readers into a reader of a [T.Tuple6].
 func SequenceT6[
 	GR_TUPLE6 ~func(context.Context) GIO_TUPLE6,
@@ -1654,6 +1710,14 @@ func Eitherize7[GRA ~func(context.Context) GIOA, F ~func(context.Context, T0, T1
 	return RE.Eitherize7[GRA](f)
 }

+// Uneitherize7 converts a function with 7 parameters returning a [GRA] into a function with 7 parameters returning a tuple.
+// The first parameter is considered to be the [context.Context].
+func Uneitherize7[GRA ~func(context.Context) GIOA, F ~func(context.Context, T0, T1, T2, T3, T4, T5, T6) (R, error), GIOA ~func() E.Either[error, R], T0, T1, T2, T3, T4, T5, T6, R any](f func(T0, T1, T2, T3, T4, T5, T6) GRA) F {
+	return func(c context.Context, t0 T0, t1 T1, t2 T2, t3 T3, t4 T4, t5 T5, t6 T6) (R, error) {
+		return E.UnwrapError(f(t0, t1, t2, t3, t4, t5, t6)(c)())
+	}
+}
+
 // SequenceT7 converts 7 readers into a reader of a [T.Tuple7].
 func SequenceT7[
 	GR_TUPLE7 ~func(context.Context) GIO_TUPLE7,
@@ -2104,6 +2168,14 @@ func Eitherize8[GRA ~func(context.Context) GIOA, F ~func(context.Context, T0, T1
 	return RE.Eitherize8[GRA](f)
 }

+// Uneitherize8 converts a function with 8 parameters returning a [GRA] into a function with 8 parameters returning a tuple.
+// The first parameter is considered to be the [context.Context].
+func Uneitherize8[GRA ~func(context.Context) GIOA, F ~func(context.Context, T0, T1, T2, T3, T4, T5, T6, T7) (R, error), GIOA ~func() E.Either[error, R], T0, T1, T2, T3, T4, T5, T6, T7, R any](f func(T0, T1, T2, T3, T4, T5, T6, T7) GRA) F {
+	return func(c context.Context, t0 T0, t1 T1, t2 T2, t3 T3, t4 T4, t5 T5, t6 T6, t7 T7) (R, error) {
+		return E.UnwrapError(f(t0, t1, t2, t3, t4, t5, t6, t7)(c)())
+	}
+}
+
 // SequenceT8 converts 8 readers into a reader of a [T.Tuple8].
 func SequenceT8[
 	GR_TUPLE8 ~func(context.Context) GIO_TUPLE8,
@@ -2605,6 +2677,14 @@ func Eitherize9[GRA ~func(context.Context) GIOA, F ~func(context.Context, T0, T1
 	return RE.Eitherize9[GRA](f)
 }

+// Uneitherize9 converts a function with 9 parameters returning a [GRA] into a function with 9 parameters returning a tuple.
+// The first parameter is considered to be the [context.Context].
+func Uneitherize9[GRA ~func(context.Context) GIOA, F ~func(context.Context, T0, T1, T2, T3, T4, T5, T6, T7, T8) (R, error), GIOA ~func() E.Either[error, R], T0, T1, T2, T3, T4, T5, T6, T7, T8, R any](f func(T0, T1, T2, T3, T4, T5, T6, T7, T8) GRA) F {
+	return func(c context.Context, t0 T0, t1 T1, t2 T2, t3 T3, t4 T4, t5 T5, t6 T6, t7 T7, t8 T8) (R, error) {
+		return E.UnwrapError(f(t0, t1, t2, t3, t4, t5, t6, t7, t8)(c)())
+	}
+}
+
 // SequenceT9 converts 9 readers into a reader of a [T.Tuple9].
 func SequenceT9[
 	GR_TUPLE9 ~func(context.Context) GIO_TUPLE9,
@@ -3157,6 +3237,14 @@ func Eitherize10[GRA ~func(context.Context) GIOA, F ~func(context.Context, T0, T
 	return RE.Eitherize10[GRA](f)
 }

+// Uneitherize10 converts a function with 10 parameters returning a [GRA] into a function with 10 parameters returning a tuple.
+// The first parameter is considered to be the [context.Context].
+func Uneitherize10[GRA ~func(context.Context) GIOA, F ~func(context.Context, T0, T1, T2, T3, T4, T5, T6, T7, T8, T9) (R, error), GIOA ~func() E.Either[error, R], T0, T1, T2, T3, T4, T5, T6, T7, T8, T9, R any](f func(T0, T1, T2, T3, T4, T5, T6, T7, T8, T9) GRA) F {
+	return func(c context.Context, t0 T0, t1 T1, t2 T2, t3 T3, t4 T4, t5 T5, t6 T6, t7 T7, t8 T8, t9 T9) (R, error) {
+		return E.UnwrapError(f(t0, t1, t2, t3, t4, t5, t6, t7, t8, t9)(c)())
+	}
+}
+
 // SequenceT10 converts 10 readers into a reader of a [T.Tuple10].
 func SequenceT10[
 	GR_TUPLE10 ~func(context.Context) GIO_TUPLE10,
--- a/context/readerioeither/http/builder/builder_test.go
+++ b/context/readerioeither/http/builder/builder_test.go
@@ -32,7 +32,7 @@ import (
 func TestBuilderWithQuery(t *testing.T) {
 	// add some query
 	withLimit := R.WithQueryArg("limit")("10")
-	withURL := R.WithUrl("http://www.example.org?a=b")
+	withURL := R.WithURL("http://www.example.org?a=b")

 	b := F.Pipe2(
 		R.Default,
--- a/context/readerioeither/http/request.go
+++ b/context/readerioeither/http/request.go
@@ -26,7 +26,7 @@ import (
 	IOE "github.com/IBM/fp-go/ioeither"
 	IOEF "github.com/IBM/fp-go/ioeither/file"
 	J "github.com/IBM/fp-go/json"
-	T "github.com/IBM/fp-go/tuple"
+	P "github.com/IBM/fp-go/pair"
 )

 type (
@@ -79,7 +79,7 @@ func ReadFullResponse(client Client) func(Requester) RIOE.ReaderIOEither[H.FullR
 						IOE.Of[error, io.ReadCloser],
 						IOEF.ReadAll[io.ReadCloser],
 					),
-					IOE.Map[error](F.Bind1st(T.MakeTuple2[*http.Response, []byte], resp)),
+					IOE.Map[error](F.Bind1st(P.MakePair[*http.Response, []byte], resp)),
 				)
 			}),
 		)
@@ -109,17 +109,21 @@ func ReadJson[A any](client Client) func(Requester) RIOE.ReaderIOEither[A] {
 	return ReadJSON[A](client)
 }

-// ReadJSON sends a request, reads the response and parses the response as JSON
-func ReadJSON[A any](client Client) func(Requester) RIOE.ReaderIOEither[A] {
+func readJSON(client Client) func(Requester) RIOE.ReaderIOEither[[]byte] {
 	return F.Flow3(
 		ReadFullResponse(client),
 		RIOE.ChainFirstEitherK(F.Flow2(
 			H.Response,
 			H.ValidateJSONResponse,
 		)),
-		RIOE.ChainEitherK(F.Flow2(
-			H.Body,
-			J.Unmarshal[A],
-		)),
+		RIOE.Map(H.Body),
+	)
+}
+
+// ReadJSON sends a request, reads the response and parses the response as JSON
+func ReadJSON[A any](client Client) func(Requester) RIOE.ReaderIOEither[A] {
+	return F.Flow2(
+		readJSON(client),
+		RIOE.ChainEitherK(J.Unmarshal[A]),
 	)
 }
--- a/context/readerioeither/reader.go
+++ b/context/readerioeither/reader.go
@@ -25,6 +25,7 @@ import (
 	IOE "github.com/IBM/fp-go/ioeither"
 	L "github.com/IBM/fp-go/lazy"
 	O "github.com/IBM/fp-go/option"
+	RIO "github.com/IBM/fp-go/readerio"
 )

 func FromEither[A any](e ET.Either[error, A]) ReaderIOEither[A] {
@@ -192,8 +193,7 @@ func Memoize[A any](rdr ReaderIOEither[A]) ReaderIOEither[A] {
 }

 // Flatten converts a nested [ReaderIOEither] into a [ReaderIOEither]
-func Flatten[
-	A any](rdr ReaderIOEither[ReaderIOEither[A]]) ReaderIOEither[A] {
+func Flatten[A any](rdr ReaderIOEither[ReaderIOEither[A]]) ReaderIOEither[A] {
 	return G.Flatten[ReaderIOEither[ReaderIOEither[A]]](rdr)
 }

@@ -204,3 +204,15 @@ func MonadFlap[B, A any](fab ReaderIOEither[func(A) B], a A) ReaderIOEither[B] {
 func Flap[B, A any](a A) func(ReaderIOEither[func(A) B]) ReaderIOEither[B] {
 	return G.Flap[ReaderIOEither[func(A) B], ReaderIOEither[B]](a)
 }
+
+func Fold[A, B any](onLeft func(error) ReaderIOEither[B], onRight func(A) ReaderIOEither[B]) func(ReaderIOEither[A]) ReaderIOEither[B] {
+	return G.Fold[ReaderIOEither[B], ReaderIOEither[A]](onLeft, onRight)
+}
+
+func GetOrElse[A any](onLeft func(error) RIO.ReaderIO[context.Context, A]) func(ReaderIOEither[A]) RIO.ReaderIO[context.Context, A] {
+	return G.GetOrElse[RIO.ReaderIO[context.Context, A], ReaderIOEither[A]](onLeft)
+}
+
+func OrLeft[A any](onLeft func(error) RIO.ReaderIO[context.Context, error]) func(ReaderIOEither[A]) ReaderIOEither[A] {
+	return G.OrLeft[ReaderIOEither[A]](onLeft)
+}
--- a/coverage.bat
+++ b/coverage.bat
@@ -1,2 +1,3 @@
@echo off
-go tool cover -html=build/cover.out -o build/cover.html
+go tool cover -html=build/cover.out -o build/cover.html
+cov-report -ex ".*/cli/.*.go|.*/gen.go|.*/binds.go" build\cover.out
--- a/di/doc.go
+++ b/di/doc.go
@@ -40,4 +40,4 @@
 // [MakeInjector]: [github.com/IBM/fp-go/di/erasure.MakeInjector]
 package di

-//go:generate go run .. di --count 10 --filename gen.go
+//go:generate go run .. di --count 15 --filename gen.go
--- a/di/gen.go
+++ b/di/gen.go
@@ -1,6 +1,6 @@
 // Code generated by go generate; DO NOT EDIT.
 // This file was generated by robots at
-// 2023-12-18 21:40:11.0891062 +0100 CET m=+0.007755601
+// 2024-02-29 16:18:47.9991921 +0100 CET m=+0.012914901

 package di

@@ -41,7 +41,7 @@ func MakeProviderFactory1[T1 any, R any](
 	)
 }

-// MakeTokenWithDefault1 creates an [InjectionToken] with a default implementation with 1 dependenciess
+// MakeTokenWithDefault1 creates an [InjectionToken] with a default implementation with 1 dependencies
 func MakeTokenWithDefault1[T1 any, R any](
 	name string,
 	d1 Dependency[T1],
@@ -102,7 +102,7 @@ func MakeProviderFactory2[T1, T2 any, R any](
 	)
 }

-// MakeTokenWithDefault2 creates an [InjectionToken] with a default implementation with 2 dependenciess
+// MakeTokenWithDefault2 creates an [InjectionToken] with a default implementation with 2 dependencies
 func MakeTokenWithDefault2[T1, T2 any, R any](
 	name string,
 	d1 Dependency[T1],
@@ -173,7 +173,7 @@ func MakeProviderFactory3[T1, T2, T3 any, R any](
 	)
 }

-// MakeTokenWithDefault3 creates an [InjectionToken] with a default implementation with 3 dependenciess
+// MakeTokenWithDefault3 creates an [InjectionToken] with a default implementation with 3 dependencies
 func MakeTokenWithDefault3[T1, T2, T3 any, R any](
 	name string,
 	d1 Dependency[T1],
@@ -254,7 +254,7 @@ func MakeProviderFactory4[T1, T2, T3, T4 any, R any](
 	)
 }

-// MakeTokenWithDefault4 creates an [InjectionToken] with a default implementation with 4 dependenciess
+// MakeTokenWithDefault4 creates an [InjectionToken] with a default implementation with 4 dependencies
 func MakeTokenWithDefault4[T1, T2, T3, T4 any, R any](
 	name string,
 	d1 Dependency[T1],
@@ -345,7 +345,7 @@ func MakeProviderFactory5[T1, T2, T3, T4, T5 any, R any](
 	)
 }

-// MakeTokenWithDefault5 creates an [InjectionToken] with a default implementation with 5 dependenciess
+// MakeTokenWithDefault5 creates an [InjectionToken] with a default implementation with 5 dependencies
 func MakeTokenWithDefault5[T1, T2, T3, T4, T5 any, R any](
 	name string,
 	d1 Dependency[T1],
@@ -446,7 +446,7 @@ func MakeProviderFactory6[T1, T2, T3, T4, T5, T6 any, R any](
 	)
 }

-// MakeTokenWithDefault6 creates an [InjectionToken] with a default implementation with 6 dependenciess
+// MakeTokenWithDefault6 creates an [InjectionToken] with a default implementation with 6 dependencies
 func MakeTokenWithDefault6[T1, T2, T3, T4, T5, T6 any, R any](
 	name string,
 	d1 Dependency[T1],
@@ -557,7 +557,7 @@ func MakeProviderFactory7[T1, T2, T3, T4, T5, T6, T7 any, R any](
 	)
 }

-// MakeTokenWithDefault7 creates an [InjectionToken] with a default implementation with 7 dependenciess
+// MakeTokenWithDefault7 creates an [InjectionToken] with a default implementation with 7 dependencies
 func MakeTokenWithDefault7[T1, T2, T3, T4, T5, T6, T7 any, R any](
 	name string,
 	d1 Dependency[T1],
@@ -678,7 +678,7 @@ func MakeProviderFactory8[T1, T2, T3, T4, T5, T6, T7, T8 any, R any](
 	)
 }

-// MakeTokenWithDefault8 creates an [InjectionToken] with a default implementation with 8 dependenciess
+// MakeTokenWithDefault8 creates an [InjectionToken] with a default implementation with 8 dependencies
 func MakeTokenWithDefault8[T1, T2, T3, T4, T5, T6, T7, T8 any, R any](
 	name string,
 	d1 Dependency[T1],
@@ -809,7 +809,7 @@ func MakeProviderFactory9[T1, T2, T3, T4, T5, T6, T7, T8, T9 any, R any](
 	)
 }

-// MakeTokenWithDefault9 creates an [InjectionToken] with a default implementation with 9 dependenciess
+// MakeTokenWithDefault9 creates an [InjectionToken] with a default implementation with 9 dependencies
 func MakeTokenWithDefault9[T1, T2, T3, T4, T5, T6, T7, T8, T9 any, R any](
 	name string,
 	d1 Dependency[T1],
@@ -950,7 +950,7 @@ func MakeProviderFactory10[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10 any, R any](
 	)
 }

-// MakeTokenWithDefault10 creates an [InjectionToken] with a default implementation with 10 dependenciess
+// MakeTokenWithDefault10 creates an [InjectionToken] with a default implementation with 10 dependencies
 func MakeTokenWithDefault10[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10 any, R any](
 	name string,
 	d1 Dependency[T1],
@@ -1011,3 +1011,878 @@ func MakeProvider10[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10 any, R any](
 			f,
 		))
 }
+
+// eraseProviderFactory11 creates a function that takes a variadic number of untyped arguments and from a function of 11 strongly typed arguments and 11 dependencies
+func eraseProviderFactory11[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11 any, R any](
+	d1 Dependency[T1],
+	d2 Dependency[T2],
+	d3 Dependency[T3],
+	d4 Dependency[T4],
+	d5 Dependency[T5],
+	d6 Dependency[T6],
+	d7 Dependency[T7],
+	d8 Dependency[T8],
+	d9 Dependency[T9],
+	d10 Dependency[T10],
+	d11 Dependency[T11],
+	f func(T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11) IOE.IOEither[error, R]) func(params ...any) IOE.IOEither[error, any] {
+	ft := eraseTuple(T.Tupled11(f))
+	t1 := lookupAt[T1](0, d1)
+	t2 := lookupAt[T2](1, d2)
+	t3 := lookupAt[T3](2, d3)
+	t4 := lookupAt[T4](3, d4)
+	t5 := lookupAt[T5](4, d5)
+	t6 := lookupAt[T6](5, d6)
+	t7 := lookupAt[T7](6, d7)
+	t8 := lookupAt[T8](7, d8)
+	t9 := lookupAt[T9](8, d9)
+	t10 := lookupAt[T10](9, d10)
+	t11 := lookupAt[T11](10, d11)
+	return func(params ...any) IOE.IOEither[error, any] {
+		return ft(E.SequenceT11(
+			t1(params),
+			t2(params),
+			t3(params),
+			t4(params),
+			t5(params),
+			t6(params),
+			t7(params),
+			t8(params),
+			t9(params),
+			t10(params),
+			t11(params),
+		))
+	}
+}
+
+// MakeProviderFactory11 creates a [DIE.ProviderFactory] from a function with 11 arguments and 11 dependencies
+func MakeProviderFactory11[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11 any, R any](
+	d1 Dependency[T1],
+	d2 Dependency[T2],
+	d3 Dependency[T3],
+	d4 Dependency[T4],
+	d5 Dependency[T5],
+	d6 Dependency[T6],
+	d7 Dependency[T7],
+	d8 Dependency[T8],
+	d9 Dependency[T9],
+	d10 Dependency[T10],
+	d11 Dependency[T11],
+	f func(T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11) IOE.IOEither[error, R],
+) DIE.ProviderFactory {
+	return DIE.MakeProviderFactory(
+		A.From[DIE.Dependency](
+			d1,
+			d2,
+			d3,
+			d4,
+			d5,
+			d6,
+			d7,
+			d8,
+			d9,
+			d10,
+			d11,
+		),
+		eraseProviderFactory11(
+			d1,
+			d2,
+			d3,
+			d4,
+			d5,
+			d6,
+			d7,
+			d8,
+			d9,
+			d10,
+			d11,
+			f,
+		),
+	)
+}
+
+// MakeTokenWithDefault11 creates an [InjectionToken] with a default implementation with 11 dependencies
+func MakeTokenWithDefault11[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11 any, R any](
+	name string,
+	d1 Dependency[T1],
+	d2 Dependency[T2],
+	d3 Dependency[T3],
+	d4 Dependency[T4],
+	d5 Dependency[T5],
+	d6 Dependency[T6],
+	d7 Dependency[T7],
+	d8 Dependency[T8],
+	d9 Dependency[T9],
+	d10 Dependency[T10],
+	d11 Dependency[T11],
+	f func(T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11) IOE.IOEither[error, R],
+) InjectionToken[R] {
+	return MakeTokenWithDefault[R](name, MakeProviderFactory11(
+		d1,
+		d2,
+		d3,
+		d4,
+		d5,
+		d6,
+		d7,
+		d8,
+		d9,
+		d10,
+		d11,
+		f,
+	))
+}
+
+// MakeProvider11 creates a [DIE.Provider] for an [InjectionToken] from a function with 11 dependencies
+func MakeProvider11[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11 any, R any](
+	token InjectionToken[R],
+	d1 Dependency[T1],
+	d2 Dependency[T2],
+	d3 Dependency[T3],
+	d4 Dependency[T4],
+	d5 Dependency[T5],
+	d6 Dependency[T6],
+	d7 Dependency[T7],
+	d8 Dependency[T8],
+	d9 Dependency[T9],
+	d10 Dependency[T10],
+	d11 Dependency[T11],
+	f func(T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11) IOE.IOEither[error, R],
+) DIE.Provider {
+	return DIE.MakeProvider(
+		token,
+		MakeProviderFactory11(
+			d1,
+			d2,
+			d3,
+			d4,
+			d5,
+			d6,
+			d7,
+			d8,
+			d9,
+			d10,
+			d11,
+			f,
+		))
+}
+
+// eraseProviderFactory12 creates a function that takes a variadic number of untyped arguments and from a function of 12 strongly typed arguments and 12 dependencies
+func eraseProviderFactory12[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12 any, R any](
+	d1 Dependency[T1],
+	d2 Dependency[T2],
+	d3 Dependency[T3],
+	d4 Dependency[T4],
+	d5 Dependency[T5],
+	d6 Dependency[T6],
+	d7 Dependency[T7],
+	d8 Dependency[T8],
+	d9 Dependency[T9],
+	d10 Dependency[T10],
+	d11 Dependency[T11],
+	d12 Dependency[T12],
+	f func(T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12) IOE.IOEither[error, R]) func(params ...any) IOE.IOEither[error, any] {
+	ft := eraseTuple(T.Tupled12(f))
+	t1 := lookupAt[T1](0, d1)
+	t2 := lookupAt[T2](1, d2)
+	t3 := lookupAt[T3](2, d3)
+	t4 := lookupAt[T4](3, d4)
+	t5 := lookupAt[T5](4, d5)
+	t6 := lookupAt[T6](5, d6)
+	t7 := lookupAt[T7](6, d7)
+	t8 := lookupAt[T8](7, d8)
+	t9 := lookupAt[T9](8, d9)
+	t10 := lookupAt[T10](9, d10)
+	t11 := lookupAt[T11](10, d11)
+	t12 := lookupAt[T12](11, d12)
+	return func(params ...any) IOE.IOEither[error, any] {
+		return ft(E.SequenceT12(
+			t1(params),
+			t2(params),
+			t3(params),
+			t4(params),
+			t5(params),
+			t6(params),
+			t7(params),
+			t8(params),
+			t9(params),
+			t10(params),
+			t11(params),
+			t12(params),
+		))
+	}
+}
+
+// MakeProviderFactory12 creates a [DIE.ProviderFactory] from a function with 12 arguments and 12 dependencies
+func MakeProviderFactory12[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12 any, R any](
+	d1 Dependency[T1],
+	d2 Dependency[T2],
+	d3 Dependency[T3],
+	d4 Dependency[T4],
+	d5 Dependency[T5],
+	d6 Dependency[T6],
+	d7 Dependency[T7],
+	d8 Dependency[T8],
+	d9 Dependency[T9],
+	d10 Dependency[T10],
+	d11 Dependency[T11],
+	d12 Dependency[T12],
+	f func(T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12) IOE.IOEither[error, R],
+) DIE.ProviderFactory {
+	return DIE.MakeProviderFactory(
+		A.From[DIE.Dependency](
+			d1,
+			d2,
+			d3,
+			d4,
+			d5,
+			d6,
+			d7,
+			d8,
+			d9,
+			d10,
+			d11,
+			d12,
+		),
+		eraseProviderFactory12(
+			d1,
+			d2,
+			d3,
+			d4,
+			d5,
+			d6,
+			d7,
+			d8,
+			d9,
+			d10,
+			d11,
+			d12,
+			f,
+		),
+	)
+}
+
+// MakeTokenWithDefault12 creates an [InjectionToken] with a default implementation with 12 dependencies
+func MakeTokenWithDefault12[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12 any, R any](
+	name string,
+	d1 Dependency[T1],
+	d2 Dependency[T2],
+	d3 Dependency[T3],
+	d4 Dependency[T4],
+	d5 Dependency[T5],
+	d6 Dependency[T6],
+	d7 Dependency[T7],
+	d8 Dependency[T8],
+	d9 Dependency[T9],
+	d10 Dependency[T10],
+	d11 Dependency[T11],
+	d12 Dependency[T12],
+	f func(T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12) IOE.IOEither[error, R],
+) InjectionToken[R] {
+	return MakeTokenWithDefault[R](name, MakeProviderFactory12(
+		d1,
+		d2,
+		d3,
+		d4,
+		d5,
+		d6,
+		d7,
+		d8,
+		d9,
+		d10,
+		d11,
+		d12,
+		f,
+	))
+}
+
+// MakeProvider12 creates a [DIE.Provider] for an [InjectionToken] from a function with 12 dependencies
+func MakeProvider12[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12 any, R any](
+	token InjectionToken[R],
+	d1 Dependency[T1],
+	d2 Dependency[T2],
+	d3 Dependency[T3],
+	d4 Dependency[T4],
+	d5 Dependency[T5],
+	d6 Dependency[T6],
+	d7 Dependency[T7],
+	d8 Dependency[T8],
+	d9 Dependency[T9],
+	d10 Dependency[T10],
+	d11 Dependency[T11],
+	d12 Dependency[T12],
+	f func(T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12) IOE.IOEither[error, R],
+) DIE.Provider {
+	return DIE.MakeProvider(
+		token,
+		MakeProviderFactory12(
+			d1,
+			d2,
+			d3,
+			d4,
+			d5,
+			d6,
+			d7,
+			d8,
+			d9,
+			d10,
+			d11,
+			d12,
+			f,
+		))
+}
+
+// eraseProviderFactory13 creates a function that takes a variadic number of untyped arguments and from a function of 13 strongly typed arguments and 13 dependencies
+func eraseProviderFactory13[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13 any, R any](
+	d1 Dependency[T1],
+	d2 Dependency[T2],
+	d3 Dependency[T3],
+	d4 Dependency[T4],
+	d5 Dependency[T5],
+	d6 Dependency[T6],
+	d7 Dependency[T7],
+	d8 Dependency[T8],
+	d9 Dependency[T9],
+	d10 Dependency[T10],
+	d11 Dependency[T11],
+	d12 Dependency[T12],
+	d13 Dependency[T13],
+	f func(T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13) IOE.IOEither[error, R]) func(params ...any) IOE.IOEither[error, any] {
+	ft := eraseTuple(T.Tupled13(f))
+	t1 := lookupAt[T1](0, d1)
+	t2 := lookupAt[T2](1, d2)
+	t3 := lookupAt[T3](2, d3)
+	t4 := lookupAt[T4](3, d4)
+	t5 := lookupAt[T5](4, d5)
+	t6 := lookupAt[T6](5, d6)
+	t7 := lookupAt[T7](6, d7)
+	t8 := lookupAt[T8](7, d8)
+	t9 := lookupAt[T9](8, d9)
+	t10 := lookupAt[T10](9, d10)
+	t11 := lookupAt[T11](10, d11)
+	t12 := lookupAt[T12](11, d12)
+	t13 := lookupAt[T13](12, d13)
+	return func(params ...any) IOE.IOEither[error, any] {
+		return ft(E.SequenceT13(
+			t1(params),
+			t2(params),
+			t3(params),
+			t4(params),
+			t5(params),
+			t6(params),
+			t7(params),
+			t8(params),
+			t9(params),
+			t10(params),
+			t11(params),
+			t12(params),
+			t13(params),
+		))
+	}
+}
+
+// MakeProviderFactory13 creates a [DIE.ProviderFactory] from a function with 13 arguments and 13 dependencies
+func MakeProviderFactory13[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13 any, R any](
+	d1 Dependency[T1],
+	d2 Dependency[T2],
+	d3 Dependency[T3],
+	d4 Dependency[T4],
+	d5 Dependency[T5],
+	d6 Dependency[T6],
+	d7 Dependency[T7],
+	d8 Dependency[T8],
+	d9 Dependency[T9],
+	d10 Dependency[T10],
+	d11 Dependency[T11],
+	d12 Dependency[T12],
+	d13 Dependency[T13],
+	f func(T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13) IOE.IOEither[error, R],
+) DIE.ProviderFactory {
+	return DIE.MakeProviderFactory(
+		A.From[DIE.Dependency](
+			d1,
+			d2,
+			d3,
+			d4,
+			d5,
+			d6,
+			d7,
+			d8,
+			d9,
+			d10,
+			d11,
+			d12,
+			d13,
+		),
+		eraseProviderFactory13(
+			d1,
+			d2,
+			d3,
+			d4,
+			d5,
+			d6,
+			d7,
+			d8,
+			d9,
+			d10,
+			d11,
+			d12,
+			d13,
+			f,
+		),
+	)
+}
+
+// MakeTokenWithDefault13 creates an [InjectionToken] with a default implementation with 13 dependencies
+func MakeTokenWithDefault13[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13 any, R any](
+	name string,
+	d1 Dependency[T1],
+	d2 Dependency[T2],
+	d3 Dependency[T3],
+	d4 Dependency[T4],
+	d5 Dependency[T5],
+	d6 Dependency[T6],
+	d7 Dependency[T7],
+	d8 Dependency[T8],
+	d9 Dependency[T9],
+	d10 Dependency[T10],
+	d11 Dependency[T11],
+	d12 Dependency[T12],
+	d13 Dependency[T13],
+	f func(T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13) IOE.IOEither[error, R],
+) InjectionToken[R] {
+	return MakeTokenWithDefault[R](name, MakeProviderFactory13(
+		d1,
+		d2,
+		d3,
+		d4,
+		d5,
+		d6,
+		d7,
+		d8,
+		d9,
+		d10,
+		d11,
+		d12,
+		d13,
+		f,
+	))
+}
+
+// MakeProvider13 creates a [DIE.Provider] for an [InjectionToken] from a function with 13 dependencies
+func MakeProvider13[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13 any, R any](
+	token InjectionToken[R],
+	d1 Dependency[T1],
+	d2 Dependency[T2],
+	d3 Dependency[T3],
+	d4 Dependency[T4],
+	d5 Dependency[T5],
+	d6 Dependency[T6],
+	d7 Dependency[T7],
+	d8 Dependency[T8],
+	d9 Dependency[T9],
+	d10 Dependency[T10],
+	d11 Dependency[T11],
+	d12 Dependency[T12],
+	d13 Dependency[T13],
+	f func(T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13) IOE.IOEither[error, R],
+) DIE.Provider {
+	return DIE.MakeProvider(
+		token,
+		MakeProviderFactory13(
+			d1,
+			d2,
+			d3,
+			d4,
+			d5,
+			d6,
+			d7,
+			d8,
+			d9,
+			d10,
+			d11,
+			d12,
+			d13,
+			f,
+		))
+}
+
+// eraseProviderFactory14 creates a function that takes a variadic number of untyped arguments and from a function of 14 strongly typed arguments and 14 dependencies
+func eraseProviderFactory14[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14 any, R any](
+	d1 Dependency[T1],
+	d2 Dependency[T2],
+	d3 Dependency[T3],
+	d4 Dependency[T4],
+	d5 Dependency[T5],
+	d6 Dependency[T6],
+	d7 Dependency[T7],
+	d8 Dependency[T8],
+	d9 Dependency[T9],
+	d10 Dependency[T10],
+	d11 Dependency[T11],
+	d12 Dependency[T12],
+	d13 Dependency[T13],
+	d14 Dependency[T14],
+	f func(T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14) IOE.IOEither[error, R]) func(params ...any) IOE.IOEither[error, any] {
+	ft := eraseTuple(T.Tupled14(f))
+	t1 := lookupAt[T1](0, d1)
+	t2 := lookupAt[T2](1, d2)
+	t3 := lookupAt[T3](2, d3)
+	t4 := lookupAt[T4](3, d4)
+	t5 := lookupAt[T5](4, d5)
+	t6 := lookupAt[T6](5, d6)
+	t7 := lookupAt[T7](6, d7)
+	t8 := lookupAt[T8](7, d8)
+	t9 := lookupAt[T9](8, d9)
+	t10 := lookupAt[T10](9, d10)
+	t11 := lookupAt[T11](10, d11)
+	t12 := lookupAt[T12](11, d12)
+	t13 := lookupAt[T13](12, d13)
+	t14 := lookupAt[T14](13, d14)
+	return func(params ...any) IOE.IOEither[error, any] {
+		return ft(E.SequenceT14(
+			t1(params),
+			t2(params),
+			t3(params),
+			t4(params),
+			t5(params),
+			t6(params),
+			t7(params),
+			t8(params),
+			t9(params),
+			t10(params),
+			t11(params),
+			t12(params),
+			t13(params),
+			t14(params),
+		))
+	}
+}
+
+// MakeProviderFactory14 creates a [DIE.ProviderFactory] from a function with 14 arguments and 14 dependencies
+func MakeProviderFactory14[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14 any, R any](
+	d1 Dependency[T1],
+	d2 Dependency[T2],
+	d3 Dependency[T3],
+	d4 Dependency[T4],
+	d5 Dependency[T5],
+	d6 Dependency[T6],
+	d7 Dependency[T7],
+	d8 Dependency[T8],
+	d9 Dependency[T9],
+	d10 Dependency[T10],
+	d11 Dependency[T11],
+	d12 Dependency[T12],
+	d13 Dependency[T13],
+	d14 Dependency[T14],
+	f func(T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14) IOE.IOEither[error, R],
+) DIE.ProviderFactory {
+	return DIE.MakeProviderFactory(
+		A.From[DIE.Dependency](
+			d1,
+			d2,
+			d3,
+			d4,
+			d5,
+			d6,
+			d7,
+			d8,
+			d9,
+			d10,
+			d11,
+			d12,
+			d13,
+			d14,
+		),
+		eraseProviderFactory14(
+			d1,
+			d2,
+			d3,
+			d4,
+			d5,
+			d6,
+			d7,
+			d8,
+			d9,
+			d10,
+			d11,
+			d12,
+			d13,
+			d14,
+			f,
+		),
+	)
+}
+
+// MakeTokenWithDefault14 creates an [InjectionToken] with a default implementation with 14 dependencies
+func MakeTokenWithDefault14[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14 any, R any](
+	name string,
+	d1 Dependency[T1],
+	d2 Dependency[T2],
+	d3 Dependency[T3],
+	d4 Dependency[T4],
+	d5 Dependency[T5],
+	d6 Dependency[T6],
+	d7 Dependency[T7],
+	d8 Dependency[T8],
+	d9 Dependency[T9],
+	d10 Dependency[T10],
+	d11 Dependency[T11],
+	d12 Dependency[T12],
+	d13 Dependency[T13],
+	d14 Dependency[T14],
+	f func(T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14) IOE.IOEither[error, R],
+) InjectionToken[R] {
+	return MakeTokenWithDefault[R](name, MakeProviderFactory14(
+		d1,
+		d2,
+		d3,
+		d4,
+		d5,
+		d6,
+		d7,
+		d8,
+		d9,
+		d10,
+		d11,
+		d12,
+		d13,
+		d14,
+		f,
+	))
+}
+
+// MakeProvider14 creates a [DIE.Provider] for an [InjectionToken] from a function with 14 dependencies
+func MakeProvider14[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14 any, R any](
+	token InjectionToken[R],
+	d1 Dependency[T1],
+	d2 Dependency[T2],
+	d3 Dependency[T3],
+	d4 Dependency[T4],
+	d5 Dependency[T5],
+	d6 Dependency[T6],
+	d7 Dependency[T7],
+	d8 Dependency[T8],
+	d9 Dependency[T9],
+	d10 Dependency[T10],
+	d11 Dependency[T11],
+	d12 Dependency[T12],
+	d13 Dependency[T13],
+	d14 Dependency[T14],
+	f func(T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14) IOE.IOEither[error, R],
+) DIE.Provider {
+	return DIE.MakeProvider(
+		token,
+		MakeProviderFactory14(
+			d1,
+			d2,
+			d3,
+			d4,
+			d5,
+			d6,
+			d7,
+			d8,
+			d9,
+			d10,
+			d11,
+			d12,
+			d13,
+			d14,
+			f,
+		))
+}
+
+// eraseProviderFactory15 creates a function that takes a variadic number of untyped arguments and from a function of 15 strongly typed arguments and 15 dependencies
+func eraseProviderFactory15[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14, T15 any, R any](
+	d1 Dependency[T1],
+	d2 Dependency[T2],
+	d3 Dependency[T3],
+	d4 Dependency[T4],
+	d5 Dependency[T5],
+	d6 Dependency[T6],
+	d7 Dependency[T7],
+	d8 Dependency[T8],
+	d9 Dependency[T9],
+	d10 Dependency[T10],
+	d11 Dependency[T11],
+	d12 Dependency[T12],
+	d13 Dependency[T13],
+	d14 Dependency[T14],
+	d15 Dependency[T15],
+	f func(T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14, T15) IOE.IOEither[error, R]) func(params ...any) IOE.IOEither[error, any] {
+	ft := eraseTuple(T.Tupled15(f))
+	t1 := lookupAt[T1](0, d1)
+	t2 := lookupAt[T2](1, d2)
+	t3 := lookupAt[T3](2, d3)
+	t4 := lookupAt[T4](3, d4)
+	t5 := lookupAt[T5](4, d5)
+	t6 := lookupAt[T6](5, d6)
+	t7 := lookupAt[T7](6, d7)
+	t8 := lookupAt[T8](7, d8)
+	t9 := lookupAt[T9](8, d9)
+	t10 := lookupAt[T10](9, d10)
+	t11 := lookupAt[T11](10, d11)
+	t12 := lookupAt[T12](11, d12)
+	t13 := lookupAt[T13](12, d13)
+	t14 := lookupAt[T14](13, d14)
+	t15 := lookupAt[T15](14, d15)
+	return func(params ...any) IOE.IOEither[error, any] {
+		return ft(E.SequenceT15(
+			t1(params),
+			t2(params),
+			t3(params),
+			t4(params),
+			t5(params),
+			t6(params),
+			t7(params),
+			t8(params),
+			t9(params),
+			t10(params),
+			t11(params),
+			t12(params),
+			t13(params),
+			t14(params),
+			t15(params),
+		))
+	}
+}
+
+// MakeProviderFactory15 creates a [DIE.ProviderFactory] from a function with 15 arguments and 15 dependencies
+func MakeProviderFactory15[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14, T15 any, R any](
+	d1 Dependency[T1],
+	d2 Dependency[T2],
+	d3 Dependency[T3],
+	d4 Dependency[T4],
+	d5 Dependency[T5],
+	d6 Dependency[T6],
+	d7 Dependency[T7],
+	d8 Dependency[T8],
+	d9 Dependency[T9],
+	d10 Dependency[T10],
+	d11 Dependency[T11],
+	d12 Dependency[T12],
+	d13 Dependency[T13],
+	d14 Dependency[T14],
+	d15 Dependency[T15],
+	f func(T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14, T15) IOE.IOEither[error, R],
+) DIE.ProviderFactory {
+	return DIE.MakeProviderFactory(
+		A.From[DIE.Dependency](
+			d1,
+			d2,
+			d3,
+			d4,
+			d5,
+			d6,
+			d7,
+			d8,
+			d9,
+			d10,
+			d11,
+			d12,
+			d13,
+			d14,
+			d15,
+		),
+		eraseProviderFactory15(
+			d1,
+			d2,
+			d3,
+			d4,
+			d5,
+			d6,
+			d7,
+			d8,
+			d9,
+			d10,
+			d11,
+			d12,
+			d13,
+			d14,
+			d15,
+			f,
+		),
+	)
+}
+
+// MakeTokenWithDefault15 creates an [InjectionToken] with a default implementation with 15 dependencies
+func MakeTokenWithDefault15[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14, T15 any, R any](
+	name string,
+	d1 Dependency[T1],
+	d2 Dependency[T2],
+	d3 Dependency[T3],
+	d4 Dependency[T4],
+	d5 Dependency[T5],
+	d6 Dependency[T6],
+	d7 Dependency[T7],
+	d8 Dependency[T8],
+	d9 Dependency[T9],
+	d10 Dependency[T10],
+	d11 Dependency[T11],
+	d12 Dependency[T12],
+	d13 Dependency[T13],
+	d14 Dependency[T14],
+	d15 Dependency[T15],
+	f func(T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14, T15) IOE.IOEither[error, R],
+) InjectionToken[R] {
+	return MakeTokenWithDefault[R](name, MakeProviderFactory15(
+		d1,
+		d2,
+		d3,
+		d4,
+		d5,
+		d6,
+		d7,
+		d8,
+		d9,
+		d10,
+		d11,
+		d12,
+		d13,
+		d14,
+		d15,
+		f,
+	))
+}
+
+// MakeProvider15 creates a [DIE.Provider] for an [InjectionToken] from a function with 15 dependencies
+func MakeProvider15[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14, T15 any, R any](
+	token InjectionToken[R],
+	d1 Dependency[T1],
+	d2 Dependency[T2],
+	d3 Dependency[T3],
+	d4 Dependency[T4],
+	d5 Dependency[T5],
+	d6 Dependency[T6],
+	d7 Dependency[T7],
+	d8 Dependency[T8],
+	d9 Dependency[T9],
+	d10 Dependency[T10],
+	d11 Dependency[T11],
+	d12 Dependency[T12],
+	d13 Dependency[T13],
+	d14 Dependency[T14],
+	d15 Dependency[T15],
+	f func(T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14, T15) IOE.IOEither[error, R],
+) DIE.Provider {
+	return DIE.MakeProvider(
+		token,
+		MakeProviderFactory15(
+			d1,
+			d2,
+			d3,
+			d4,
+			d5,
+			d6,
+			d7,
+			d8,
+			d9,
+			d10,
+			d11,
+			d12,
+			d13,
+			d14,
+			d15,
+			f,
+		))
+}
--- a/di/provider.go
+++ b/di/provider.go
@@ -41,7 +41,7 @@ func eraseTuple[A, R any](f func(A) IOE.IOEither[error, R]) func(E.Either[error,
 }

 func eraseProviderFactory0[R any](f IOE.IOEither[error, R]) func(params ...any) IOE.IOEither[error, any] {
-	return func(params ...any) IOE.IOEither[error, any] {
+	return func(_ ...any) IOE.IOEither[error, any] {
 		return F.Pipe1(
 			f,
 			IOE.Map[error](F.ToAny[R]),
--- a/either/array_test.go
+++ b/either/array_test.go
@@ -1,8 +1,10 @@
 package either

 import (
+	"fmt"
 	"testing"

+	TST "github.com/IBM/fp-go/internal/testing"
 	"github.com/stretchr/testify/assert"
 )

@@ -16,3 +18,33 @@ func TestCompactArray(t *testing.T) {
 	res := CompactArray(ar)
 	assert.Equal(t, 2, len(res))
 }
+
+func TestSequenceArray(t *testing.T) {
+
+	s := TST.SequenceArrayTest(
+		FromStrictEquals[error, bool](),
+		Pointed[error, string](),
+		Pointed[error, bool](),
+		Functor[error, []string, bool](),
+		SequenceArray[error, 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[error, bool](),
+		Left[string, error],
+		Left[bool, error],
+		Pointed[error, string](),
+		Pointed[error, bool](),
+		Functor[error, []string, bool](),
+		SequenceArray[error, string],
+	)
+	// run across four bits
+	s(4)(t)
+}
--- a/either/core.go
+++ b/either/core.go
@@ -21,8 +21,8 @@ import (

 type (
 	either struct {
-		isLeft bool
 		value  any
+		isLeft bool
 	}

 	// Either defines a data structure that logically holds either an E or an A. The flag discriminates the cases
@@ -31,7 +31,7 @@ type (

 // String prints some debug info for the object
 //
-// go:noinline
+//go:noinline
 func eitherString(s *either) string {
 	if s.isLeft {
 		return fmt.Sprintf("Left[%T](%v)", s.value, s.value)
@@ -41,7 +41,7 @@ func eitherString(s *either) string {

 // Format prints some debug info for the object
 //
-// go:noinline
+//go:noinline
 func eitherFormat(e *either, f fmt.State, c rune) {
 	switch c {
 	case 's':
@@ -73,12 +73,12 @@ func IsRight[E, A any](val Either[E, A]) bool {

 // Left creates a new instance of an [Either] representing the left value.
 func Left[A, E any](value E) Either[E, A] {
-	return Either[E, A]{true, value}
+	return Either[E, A]{value, true}
 }

 // Right creates a new instance of an [Either] representing the right value.
 func Right[E, A any](value A) Either[E, A] {
-	return Either[E, A]{false, value}
+	return Either[E, A]{value, false}
 }

 // MonadFold extracts the values from an [Either] by invoking the [onLeft] callback or the [onRight] callback depending on the case
@@ -94,8 +94,7 @@ func Unwrap[E, A any](ma Either[E, A]) (A, E) {
 	if ma.isLeft {
 		var a A
 		return a, ma.value.(E)
-	} else {
-		var e E
-		return ma.value.(A), e
 	}
+	var e E
+	return ma.value.(A), e
 }
--- a/either/doc.go
+++ b/either/doc.go
@@ -16,4 +16,4 @@
 // Package option defines the [Either] datastructure and its monadic operations
 package either

-//go:generate go run .. either --count 10 --filename gen.go
+//go:generate go run .. either --count 15 --filename gen.go
--- a/either/either.go
+++ b/either/either.go
@@ -33,7 +33,7 @@ func Of[E, A any](value A) Either[E, A] {
 	return F.Pipe1(value, Right[E, A])
 }

-func FromIO[E, IO ~func() A, A any](f IO) Either[E, A] {
+func FromIO[E any, IO ~func() A, A any](f IO) Either[E, A] {
 	return F.Pipe1(f(), Right[E, A])
 }

--- a/either/either_test.go
+++ b/either/either_test.go
@@ -22,6 +22,7 @@ import (

 	F "github.com/IBM/fp-go/function"
 	"github.com/IBM/fp-go/internal/utils"
+	IO "github.com/IBM/fp-go/io"
 	O "github.com/IBM/fp-go/option"
 	S "github.com/IBM/fp-go/string"
 	"github.com/stretchr/testify/assert"
@@ -71,7 +72,6 @@ func TestReduce(t *testing.T) {
 	assert.Equal(t, "foo", F.Pipe1(Left[string, string]("bar"), Reduce[string](s.Concat, "foo")))

 }
-
 func TestAp(t *testing.T) {
 	f := S.Size

@@ -120,3 +120,10 @@ func TestStringer(t *testing.T) {
 	var s fmt.Stringer = e
 	assert.Equal(t, exp, s.String())
 }
+
+func TestFromIO(t *testing.T) {
+	f := IO.Of("abc")
+	e := FromIO[error](f)
+
+	assert.Equal(t, Right[error]("abc"), e)
+}
--- a/either/functor.go
+++ b/either/functor.go
@@ -0,0 +1,31 @@
+// Copyright (c) 2024 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/internal/functor"
+)
+
+type eitherFunctor[E, A, B any] struct{}
+
+func (o *eitherFunctor[E, A, B]) Map(f func(A) B) func(Either[E, A]) Either[E, B] {
+	return Map[E, A, B](f)
+}
+
+// Functor implements the functoric operations for [Either]
+func Functor[E, A, B any]() functor.Functor[A, B, Either[E, A], Either[E, B]] {
+	return &eitherFunctor[E, A, B]{}
+}
--- a/either/gen.go
+++ b/either/gen.go
@@ -1,6 +1,6 @@
 // Code generated by go generate; DO NOT EDIT.
 // This file was generated by robots at
-// 2023-10-23 08:30:40.410373 +0200 CEST m=+0.010337601
+// 2024-02-29 16:18:50.8721435 +0100 CET m=+0.070394501

 package either

@@ -679,3 +679,518 @@ func TraverseTuple10[F1 ~func(A1) Either[E, T1], F2 ~func(A2) Either[E, T2], F3
 		)
 	}
 }
+
+// Eitherize11 converts a function with 11 parameters returning a tuple into a function with 11 parameters returning an Either
+// The inverse function is [Uneitherize11]
+func Eitherize11[F ~func(T0, T1, T2, T3, T4, T5, T6, T7, T8, T9, T10) (R, error), T0, T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, R any](f F) func(T0, T1, T2, T3, T4, T5, T6, T7, T8, T9, T10) Either[error, R] {
+	return func(t0 T0, t1 T1, t2 T2, t3 T3, t4 T4, t5 T5, t6 T6, t7 T7, t8 T8, t9 T9, t10 T10) Either[error, R] {
+		return TryCatchError(f(t0, t1, t2, t3, t4, t5, t6, t7, t8, t9, t10))
+	}
+}
+
+// Uneitherize11 converts a function with 11 parameters returning an Either into a function with 11 parameters returning a tuple
+// The inverse function is [Eitherize11]
+func Uneitherize11[F ~func(T0, T1, T2, T3, T4, T5, T6, T7, T8, T9, T10) Either[error, R], T0, T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, R any](f F) func(T0, T1, T2, T3, T4, T5, T6, T7, T8, T9, T10) (R, error) {
+	return func(t0 T0, t1 T1, t2 T2, t3 T3, t4 T4, t5 T5, t6 T6, t7 T7, t8 T8, t9 T9, t10 T10) (R, error) {
+		return UnwrapError(f(t0, t1, t2, t3, t4, t5, t6, t7, t8, t9, t10))
+	}
+}
+
+// SequenceT11 converts 11 parameters of [Either[E, T]] into a [Either[E, Tuple11]].
+func SequenceT11[E, T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11 any](t1 Either[E, T1], t2 Either[E, T2], t3 Either[E, T3], t4 Either[E, T4], t5 Either[E, T5], t6 Either[E, T6], t7 Either[E, T7], t8 Either[E, T8], t9 Either[E, T9], t10 Either[E, T10], t11 Either[E, T11]) Either[E, T.Tuple11[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11]] {
+	return A.SequenceT11(
+		Map[E, T1, func(T2) func(T3) func(T4) func(T5) func(T6) func(T7) func(T8) func(T9) func(T10) func(T11) T.Tuple11[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11]],
+		Ap[func(T3) func(T4) func(T5) func(T6) func(T7) func(T8) func(T9) func(T10) func(T11) T.Tuple11[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11], E, T2],
+		Ap[func(T4) func(T5) func(T6) func(T7) func(T8) func(T9) func(T10) func(T11) T.Tuple11[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11], E, T3],
+		Ap[func(T5) func(T6) func(T7) func(T8) func(T9) func(T10) func(T11) T.Tuple11[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11], E, T4],
+		Ap[func(T6) func(T7) func(T8) func(T9) func(T10) func(T11) T.Tuple11[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11], E, T5],
+		Ap[func(T7) func(T8) func(T9) func(T10) func(T11) T.Tuple11[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11], E, T6],
+		Ap[func(T8) func(T9) func(T10) func(T11) T.Tuple11[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11], E, T7],
+		Ap[func(T9) func(T10) func(T11) T.Tuple11[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11], E, T8],
+		Ap[func(T10) func(T11) T.Tuple11[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11], E, T9],
+		Ap[func(T11) T.Tuple11[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11], E, T10],
+		Ap[T.Tuple11[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11], E, T11],
+		t1,
+		t2,
+		t3,
+		t4,
+		t5,
+		t6,
+		t7,
+		t8,
+		t9,
+		t10,
+		t11,
+	)
+}
+
+// SequenceTuple11 converts a [Tuple11] of [Either[E, T]] into an [Either[E, Tuple11]].
+func SequenceTuple11[E, T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11 any](t T.Tuple11[Either[E, T1], Either[E, T2], Either[E, T3], Either[E, T4], Either[E, T5], Either[E, T6], Either[E, T7], Either[E, T8], Either[E, T9], Either[E, T10], Either[E, T11]]) Either[E, T.Tuple11[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11]] {
+	return A.SequenceTuple11(
+		Map[E, T1, func(T2) func(T3) func(T4) func(T5) func(T6) func(T7) func(T8) func(T9) func(T10) func(T11) T.Tuple11[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11]],
+		Ap[func(T3) func(T4) func(T5) func(T6) func(T7) func(T8) func(T9) func(T10) func(T11) T.Tuple11[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11], E, T2],
+		Ap[func(T4) func(T5) func(T6) func(T7) func(T8) func(T9) func(T10) func(T11) T.Tuple11[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11], E, T3],
+		Ap[func(T5) func(T6) func(T7) func(T8) func(T9) func(T10) func(T11) T.Tuple11[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11], E, T4],
+		Ap[func(T6) func(T7) func(T8) func(T9) func(T10) func(T11) T.Tuple11[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11], E, T5],
+		Ap[func(T7) func(T8) func(T9) func(T10) func(T11) T.Tuple11[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11], E, T6],
+		Ap[func(T8) func(T9) func(T10) func(T11) T.Tuple11[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11], E, T7],
+		Ap[func(T9) func(T10) func(T11) T.Tuple11[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11], E, T8],
+		Ap[func(T10) func(T11) T.Tuple11[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11], E, T9],
+		Ap[func(T11) T.Tuple11[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11], E, T10],
+		Ap[T.Tuple11[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11], E, T11],
+		t,
+	)
+}
+
+// TraverseTuple11 converts a [Tuple11] of [A] via transformation functions transforming [A] to [Either[E, A]] into a [Either[E, Tuple11]].
+func TraverseTuple11[F1 ~func(A1) Either[E, T1], F2 ~func(A2) Either[E, T2], F3 ~func(A3) Either[E, T3], F4 ~func(A4) Either[E, T4], F5 ~func(A5) Either[E, T5], F6 ~func(A6) Either[E, T6], F7 ~func(A7) Either[E, T7], F8 ~func(A8) Either[E, T8], F9 ~func(A9) Either[E, T9], F10 ~func(A10) Either[E, T10], F11 ~func(A11) Either[E, T11], E, A1, T1, A2, T2, A3, T3, A4, T4, A5, T5, A6, T6, A7, T7, A8, T8, A9, T9, A10, T10, A11, T11 any](f1 F1, f2 F2, f3 F3, f4 F4, f5 F5, f6 F6, f7 F7, f8 F8, f9 F9, f10 F10, f11 F11) func(T.Tuple11[A1, A2, A3, A4, A5, A6, A7, A8, A9, A10, A11]) Either[E, T.Tuple11[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11]] {
+	return func(t T.Tuple11[A1, A2, A3, A4, A5, A6, A7, A8, A9, A10, A11]) Either[E, T.Tuple11[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11]] {
+		return A.TraverseTuple11(
+			Map[E, T1, func(T2) func(T3) func(T4) func(T5) func(T6) func(T7) func(T8) func(T9) func(T10) func(T11) T.Tuple11[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11]],
+			Ap[func(T3) func(T4) func(T5) func(T6) func(T7) func(T8) func(T9) func(T10) func(T11) T.Tuple11[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11], E, T2],
+			Ap[func(T4) func(T5) func(T6) func(T7) func(T8) func(T9) func(T10) func(T11) T.Tuple11[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11], E, T3],
+			Ap[func(T5) func(T6) func(T7) func(T8) func(T9) func(T10) func(T11) T.Tuple11[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11], E, T4],
+			Ap[func(T6) func(T7) func(T8) func(T9) func(T10) func(T11) T.Tuple11[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11], E, T5],
+			Ap[func(T7) func(T8) func(T9) func(T10) func(T11) T.Tuple11[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11], E, T6],
+			Ap[func(T8) func(T9) func(T10) func(T11) T.Tuple11[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11], E, T7],
+			Ap[func(T9) func(T10) func(T11) T.Tuple11[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11], E, T8],
+			Ap[func(T10) func(T11) T.Tuple11[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11], E, T9],
+			Ap[func(T11) T.Tuple11[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11], E, T10],
+			Ap[T.Tuple11[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11], E, T11],
+			f1,
+			f2,
+			f3,
+			f4,
+			f5,
+			f6,
+			f7,
+			f8,
+			f9,
+			f10,
+			f11,
+			t,
+		)
+	}
+}
+
+// Eitherize12 converts a function with 12 parameters returning a tuple into a function with 12 parameters returning an Either
+// The inverse function is [Uneitherize12]
+func Eitherize12[F ~func(T0, T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11) (R, error), T0, T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, R any](f F) func(T0, T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11) Either[error, R] {
+	return func(t0 T0, t1 T1, t2 T2, t3 T3, t4 T4, t5 T5, t6 T6, t7 T7, t8 T8, t9 T9, t10 T10, t11 T11) Either[error, R] {
+		return TryCatchError(f(t0, t1, t2, t3, t4, t5, t6, t7, t8, t9, t10, t11))
+	}
+}
+
+// Uneitherize12 converts a function with 12 parameters returning an Either into a function with 12 parameters returning a tuple
+// The inverse function is [Eitherize12]
+func Uneitherize12[F ~func(T0, T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11) Either[error, R], T0, T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, R any](f F) func(T0, T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11) (R, error) {
+	return func(t0 T0, t1 T1, t2 T2, t3 T3, t4 T4, t5 T5, t6 T6, t7 T7, t8 T8, t9 T9, t10 T10, t11 T11) (R, error) {
+		return UnwrapError(f(t0, t1, t2, t3, t4, t5, t6, t7, t8, t9, t10, t11))
+	}
+}
+
+// SequenceT12 converts 12 parameters of [Either[E, T]] into a [Either[E, Tuple12]].
+func SequenceT12[E, T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12 any](t1 Either[E, T1], t2 Either[E, T2], t3 Either[E, T3], t4 Either[E, T4], t5 Either[E, T5], t6 Either[E, T6], t7 Either[E, T7], t8 Either[E, T8], t9 Either[E, T9], t10 Either[E, T10], t11 Either[E, T11], t12 Either[E, T12]) Either[E, T.Tuple12[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12]] {
+	return A.SequenceT12(
+		Map[E, T1, func(T2) func(T3) func(T4) func(T5) func(T6) func(T7) func(T8) func(T9) func(T10) func(T11) func(T12) T.Tuple12[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12]],
+		Ap[func(T3) func(T4) func(T5) func(T6) func(T7) func(T8) func(T9) func(T10) func(T11) func(T12) T.Tuple12[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12], E, T2],
+		Ap[func(T4) func(T5) func(T6) func(T7) func(T8) func(T9) func(T10) func(T11) func(T12) T.Tuple12[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12], E, T3],
+		Ap[func(T5) func(T6) func(T7) func(T8) func(T9) func(T10) func(T11) func(T12) T.Tuple12[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12], E, T4],
+		Ap[func(T6) func(T7) func(T8) func(T9) func(T10) func(T11) func(T12) T.Tuple12[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12], E, T5],
+		Ap[func(T7) func(T8) func(T9) func(T10) func(T11) func(T12) T.Tuple12[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12], E, T6],
+		Ap[func(T8) func(T9) func(T10) func(T11) func(T12) T.Tuple12[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12], E, T7],
+		Ap[func(T9) func(T10) func(T11) func(T12) T.Tuple12[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12], E, T8],
+		Ap[func(T10) func(T11) func(T12) T.Tuple12[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12], E, T9],
+		Ap[func(T11) func(T12) T.Tuple12[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12], E, T10],
+		Ap[func(T12) T.Tuple12[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12], E, T11],
+		Ap[T.Tuple12[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12], E, T12],
+		t1,
+		t2,
+		t3,
+		t4,
+		t5,
+		t6,
+		t7,
+		t8,
+		t9,
+		t10,
+		t11,
+		t12,
+	)
+}
+
+// SequenceTuple12 converts a [Tuple12] of [Either[E, T]] into an [Either[E, Tuple12]].
+func SequenceTuple12[E, T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12 any](t T.Tuple12[Either[E, T1], Either[E, T2], Either[E, T3], Either[E, T4], Either[E, T5], Either[E, T6], Either[E, T7], Either[E, T8], Either[E, T9], Either[E, T10], Either[E, T11], Either[E, T12]]) Either[E, T.Tuple12[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12]] {
+	return A.SequenceTuple12(
+		Map[E, T1, func(T2) func(T3) func(T4) func(T5) func(T6) func(T7) func(T8) func(T9) func(T10) func(T11) func(T12) T.Tuple12[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12]],
+		Ap[func(T3) func(T4) func(T5) func(T6) func(T7) func(T8) func(T9) func(T10) func(T11) func(T12) T.Tuple12[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12], E, T2],
+		Ap[func(T4) func(T5) func(T6) func(T7) func(T8) func(T9) func(T10) func(T11) func(T12) T.Tuple12[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12], E, T3],
+		Ap[func(T5) func(T6) func(T7) func(T8) func(T9) func(T10) func(T11) func(T12) T.Tuple12[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12], E, T4],
+		Ap[func(T6) func(T7) func(T8) func(T9) func(T10) func(T11) func(T12) T.Tuple12[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12], E, T5],
+		Ap[func(T7) func(T8) func(T9) func(T10) func(T11) func(T12) T.Tuple12[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12], E, T6],
+		Ap[func(T8) func(T9) func(T10) func(T11) func(T12) T.Tuple12[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12], E, T7],
+		Ap[func(T9) func(T10) func(T11) func(T12) T.Tuple12[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12], E, T8],
+		Ap[func(T10) func(T11) func(T12) T.Tuple12[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12], E, T9],
+		Ap[func(T11) func(T12) T.Tuple12[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12], E, T10],
+		Ap[func(T12) T.Tuple12[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12], E, T11],
+		Ap[T.Tuple12[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12], E, T12],
+		t,
+	)
+}
+
+// TraverseTuple12 converts a [Tuple12] of [A] via transformation functions transforming [A] to [Either[E, A]] into a [Either[E, Tuple12]].
+func TraverseTuple12[F1 ~func(A1) Either[E, T1], F2 ~func(A2) Either[E, T2], F3 ~func(A3) Either[E, T3], F4 ~func(A4) Either[E, T4], F5 ~func(A5) Either[E, T5], F6 ~func(A6) Either[E, T6], F7 ~func(A7) Either[E, T7], F8 ~func(A8) Either[E, T8], F9 ~func(A9) Either[E, T9], F10 ~func(A10) Either[E, T10], F11 ~func(A11) Either[E, T11], F12 ~func(A12) Either[E, T12], E, A1, T1, A2, T2, A3, T3, A4, T4, A5, T5, A6, T6, A7, T7, A8, T8, A9, T9, A10, T10, A11, T11, A12, T12 any](f1 F1, f2 F2, f3 F3, f4 F4, f5 F5, f6 F6, f7 F7, f8 F8, f9 F9, f10 F10, f11 F11, f12 F12) func(T.Tuple12[A1, A2, A3, A4, A5, A6, A7, A8, A9, A10, A11, A12]) Either[E, T.Tuple12[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12]] {
+	return func(t T.Tuple12[A1, A2, A3, A4, A5, A6, A7, A8, A9, A10, A11, A12]) Either[E, T.Tuple12[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12]] {
+		return A.TraverseTuple12(
+			Map[E, T1, func(T2) func(T3) func(T4) func(T5) func(T6) func(T7) func(T8) func(T9) func(T10) func(T11) func(T12) T.Tuple12[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12]],
+			Ap[func(T3) func(T4) func(T5) func(T6) func(T7) func(T8) func(T9) func(T10) func(T11) func(T12) T.Tuple12[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12], E, T2],
+			Ap[func(T4) func(T5) func(T6) func(T7) func(T8) func(T9) func(T10) func(T11) func(T12) T.Tuple12[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12], E, T3],
+			Ap[func(T5) func(T6) func(T7) func(T8) func(T9) func(T10) func(T11) func(T12) T.Tuple12[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12], E, T4],
+			Ap[func(T6) func(T7) func(T8) func(T9) func(T10) func(T11) func(T12) T.Tuple12[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12], E, T5],
+			Ap[func(T7) func(T8) func(T9) func(T10) func(T11) func(T12) T.Tuple12[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12], E, T6],
+			Ap[func(T8) func(T9) func(T10) func(T11) func(T12) T.Tuple12[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12], E, T7],
+			Ap[func(T9) func(T10) func(T11) func(T12) T.Tuple12[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12], E, T8],
+			Ap[func(T10) func(T11) func(T12) T.Tuple12[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12], E, T9],
+			Ap[func(T11) func(T12) T.Tuple12[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12], E, T10],
+			Ap[func(T12) T.Tuple12[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12], E, T11],
+			Ap[T.Tuple12[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12], E, T12],
+			f1,
+			f2,
+			f3,
+			f4,
+			f5,
+			f6,
+			f7,
+			f8,
+			f9,
+			f10,
+			f11,
+			f12,
+			t,
+		)
+	}
+}
+
+// Eitherize13 converts a function with 13 parameters returning a tuple into a function with 13 parameters returning an Either
+// The inverse function is [Uneitherize13]
+func Eitherize13[F ~func(T0, T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12) (R, error), T0, T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, R any](f F) func(T0, T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12) Either[error, R] {
+	return func(t0 T0, t1 T1, t2 T2, t3 T3, t4 T4, t5 T5, t6 T6, t7 T7, t8 T8, t9 T9, t10 T10, t11 T11, t12 T12) Either[error, R] {
+		return TryCatchError(f(t0, t1, t2, t3, t4, t5, t6, t7, t8, t9, t10, t11, t12))
+	}
+}
+
+// Uneitherize13 converts a function with 13 parameters returning an Either into a function with 13 parameters returning a tuple
+// The inverse function is [Eitherize13]
+func Uneitherize13[F ~func(T0, T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12) Either[error, R], T0, T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, R any](f F) func(T0, T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12) (R, error) {
+	return func(t0 T0, t1 T1, t2 T2, t3 T3, t4 T4, t5 T5, t6 T6, t7 T7, t8 T8, t9 T9, t10 T10, t11 T11, t12 T12) (R, error) {
+		return UnwrapError(f(t0, t1, t2, t3, t4, t5, t6, t7, t8, t9, t10, t11, t12))
+	}
+}
+
+// SequenceT13 converts 13 parameters of [Either[E, T]] into a [Either[E, Tuple13]].
+func SequenceT13[E, T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13 any](t1 Either[E, T1], t2 Either[E, T2], t3 Either[E, T3], t4 Either[E, T4], t5 Either[E, T5], t6 Either[E, T6], t7 Either[E, T7], t8 Either[E, T8], t9 Either[E, T9], t10 Either[E, T10], t11 Either[E, T11], t12 Either[E, T12], t13 Either[E, T13]) Either[E, T.Tuple13[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13]] {
+	return A.SequenceT13(
+		Map[E, T1, func(T2) func(T3) func(T4) func(T5) func(T6) func(T7) func(T8) func(T9) func(T10) func(T11) func(T12) func(T13) T.Tuple13[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13]],
+		Ap[func(T3) func(T4) func(T5) func(T6) func(T7) func(T8) func(T9) func(T10) func(T11) func(T12) func(T13) T.Tuple13[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13], E, T2],
+		Ap[func(T4) func(T5) func(T6) func(T7) func(T8) func(T9) func(T10) func(T11) func(T12) func(T13) T.Tuple13[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13], E, T3],
+		Ap[func(T5) func(T6) func(T7) func(T8) func(T9) func(T10) func(T11) func(T12) func(T13) T.Tuple13[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13], E, T4],
+		Ap[func(T6) func(T7) func(T8) func(T9) func(T10) func(T11) func(T12) func(T13) T.Tuple13[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13], E, T5],
+		Ap[func(T7) func(T8) func(T9) func(T10) func(T11) func(T12) func(T13) T.Tuple13[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13], E, T6],
+		Ap[func(T8) func(T9) func(T10) func(T11) func(T12) func(T13) T.Tuple13[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13], E, T7],
+		Ap[func(T9) func(T10) func(T11) func(T12) func(T13) T.Tuple13[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13], E, T8],
+		Ap[func(T10) func(T11) func(T12) func(T13) T.Tuple13[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13], E, T9],
+		Ap[func(T11) func(T12) func(T13) T.Tuple13[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13], E, T10],
+		Ap[func(T12) func(T13) T.Tuple13[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13], E, T11],
+		Ap[func(T13) T.Tuple13[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13], E, T12],
+		Ap[T.Tuple13[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13], E, T13],
+		t1,
+		t2,
+		t3,
+		t4,
+		t5,
+		t6,
+		t7,
+		t8,
+		t9,
+		t10,
+		t11,
+		t12,
+		t13,
+	)
+}
+
+// SequenceTuple13 converts a [Tuple13] of [Either[E, T]] into an [Either[E, Tuple13]].
+func SequenceTuple13[E, T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13 any](t T.Tuple13[Either[E, T1], Either[E, T2], Either[E, T3], Either[E, T4], Either[E, T5], Either[E, T6], Either[E, T7], Either[E, T8], Either[E, T9], Either[E, T10], Either[E, T11], Either[E, T12], Either[E, T13]]) Either[E, T.Tuple13[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13]] {
+	return A.SequenceTuple13(
+		Map[E, T1, func(T2) func(T3) func(T4) func(T5) func(T6) func(T7) func(T8) func(T9) func(T10) func(T11) func(T12) func(T13) T.Tuple13[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13]],
+		Ap[func(T3) func(T4) func(T5) func(T6) func(T7) func(T8) func(T9) func(T10) func(T11) func(T12) func(T13) T.Tuple13[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13], E, T2],
+		Ap[func(T4) func(T5) func(T6) func(T7) func(T8) func(T9) func(T10) func(T11) func(T12) func(T13) T.Tuple13[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13], E, T3],
+		Ap[func(T5) func(T6) func(T7) func(T8) func(T9) func(T10) func(T11) func(T12) func(T13) T.Tuple13[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13], E, T4],
+		Ap[func(T6) func(T7) func(T8) func(T9) func(T10) func(T11) func(T12) func(T13) T.Tuple13[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13], E, T5],
+		Ap[func(T7) func(T8) func(T9) func(T10) func(T11) func(T12) func(T13) T.Tuple13[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13], E, T6],
+		Ap[func(T8) func(T9) func(T10) func(T11) func(T12) func(T13) T.Tuple13[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13], E, T7],
+		Ap[func(T9) func(T10) func(T11) func(T12) func(T13) T.Tuple13[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13], E, T8],
+		Ap[func(T10) func(T11) func(T12) func(T13) T.Tuple13[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13], E, T9],
+		Ap[func(T11) func(T12) func(T13) T.Tuple13[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13], E, T10],
+		Ap[func(T12) func(T13) T.Tuple13[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13], E, T11],
+		Ap[func(T13) T.Tuple13[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13], E, T12],
+		Ap[T.Tuple13[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13], E, T13],
+		t,
+	)
+}
+
+// TraverseTuple13 converts a [Tuple13] of [A] via transformation functions transforming [A] to [Either[E, A]] into a [Either[E, Tuple13]].
+func TraverseTuple13[F1 ~func(A1) Either[E, T1], F2 ~func(A2) Either[E, T2], F3 ~func(A3) Either[E, T3], F4 ~func(A4) Either[E, T4], F5 ~func(A5) Either[E, T5], F6 ~func(A6) Either[E, T6], F7 ~func(A7) Either[E, T7], F8 ~func(A8) Either[E, T8], F9 ~func(A9) Either[E, T9], F10 ~func(A10) Either[E, T10], F11 ~func(A11) Either[E, T11], F12 ~func(A12) Either[E, T12], F13 ~func(A13) Either[E, T13], E, A1, T1, A2, T2, A3, T3, A4, T4, A5, T5, A6, T6, A7, T7, A8, T8, A9, T9, A10, T10, A11, T11, A12, T12, A13, T13 any](f1 F1, f2 F2, f3 F3, f4 F4, f5 F5, f6 F6, f7 F7, f8 F8, f9 F9, f10 F10, f11 F11, f12 F12, f13 F13) func(T.Tuple13[A1, A2, A3, A4, A5, A6, A7, A8, A9, A10, A11, A12, A13]) Either[E, T.Tuple13[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13]] {
+	return func(t T.Tuple13[A1, A2, A3, A4, A5, A6, A7, A8, A9, A10, A11, A12, A13]) Either[E, T.Tuple13[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13]] {
+		return A.TraverseTuple13(
+			Map[E, T1, func(T2) func(T3) func(T4) func(T5) func(T6) func(T7) func(T8) func(T9) func(T10) func(T11) func(T12) func(T13) T.Tuple13[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13]],
+			Ap[func(T3) func(T4) func(T5) func(T6) func(T7) func(T8) func(T9) func(T10) func(T11) func(T12) func(T13) T.Tuple13[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13], E, T2],
+			Ap[func(T4) func(T5) func(T6) func(T7) func(T8) func(T9) func(T10) func(T11) func(T12) func(T13) T.Tuple13[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13], E, T3],
+			Ap[func(T5) func(T6) func(T7) func(T8) func(T9) func(T10) func(T11) func(T12) func(T13) T.Tuple13[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13], E, T4],
+			Ap[func(T6) func(T7) func(T8) func(T9) func(T10) func(T11) func(T12) func(T13) T.Tuple13[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13], E, T5],
+			Ap[func(T7) func(T8) func(T9) func(T10) func(T11) func(T12) func(T13) T.Tuple13[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13], E, T6],
+			Ap[func(T8) func(T9) func(T10) func(T11) func(T12) func(T13) T.Tuple13[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13], E, T7],
+			Ap[func(T9) func(T10) func(T11) func(T12) func(T13) T.Tuple13[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13], E, T8],
+			Ap[func(T10) func(T11) func(T12) func(T13) T.Tuple13[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13], E, T9],
+			Ap[func(T11) func(T12) func(T13) T.Tuple13[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13], E, T10],
+			Ap[func(T12) func(T13) T.Tuple13[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13], E, T11],
+			Ap[func(T13) T.Tuple13[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13], E, T12],
+			Ap[T.Tuple13[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13], E, T13],
+			f1,
+			f2,
+			f3,
+			f4,
+			f5,
+			f6,
+			f7,
+			f8,
+			f9,
+			f10,
+			f11,
+			f12,
+			f13,
+			t,
+		)
+	}
+}
+
+// Eitherize14 converts a function with 14 parameters returning a tuple into a function with 14 parameters returning an Either
+// The inverse function is [Uneitherize14]
+func Eitherize14[F ~func(T0, T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13) (R, error), T0, T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, R any](f F) func(T0, T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13) Either[error, R] {
+	return func(t0 T0, t1 T1, t2 T2, t3 T3, t4 T4, t5 T5, t6 T6, t7 T7, t8 T8, t9 T9, t10 T10, t11 T11, t12 T12, t13 T13) Either[error, R] {
+		return TryCatchError(f(t0, t1, t2, t3, t4, t5, t6, t7, t8, t9, t10, t11, t12, t13))
+	}
+}
+
+// Uneitherize14 converts a function with 14 parameters returning an Either into a function with 14 parameters returning a tuple
+// The inverse function is [Eitherize14]
+func Uneitherize14[F ~func(T0, T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13) Either[error, R], T0, T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, R any](f F) func(T0, T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13) (R, error) {
+	return func(t0 T0, t1 T1, t2 T2, t3 T3, t4 T4, t5 T5, t6 T6, t7 T7, t8 T8, t9 T9, t10 T10, t11 T11, t12 T12, t13 T13) (R, error) {
+		return UnwrapError(f(t0, t1, t2, t3, t4, t5, t6, t7, t8, t9, t10, t11, t12, t13))
+	}
+}
+
+// SequenceT14 converts 14 parameters of [Either[E, T]] into a [Either[E, Tuple14]].
+func SequenceT14[E, T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14 any](t1 Either[E, T1], t2 Either[E, T2], t3 Either[E, T3], t4 Either[E, T4], t5 Either[E, T5], t6 Either[E, T6], t7 Either[E, T7], t8 Either[E, T8], t9 Either[E, T9], t10 Either[E, T10], t11 Either[E, T11], t12 Either[E, T12], t13 Either[E, T13], t14 Either[E, T14]) Either[E, T.Tuple14[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14]] {
+	return A.SequenceT14(
+		Map[E, T1, func(T2) func(T3) func(T4) func(T5) func(T6) func(T7) func(T8) func(T9) func(T10) func(T11) func(T12) func(T13) func(T14) T.Tuple14[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14]],
+		Ap[func(T3) func(T4) func(T5) func(T6) func(T7) func(T8) func(T9) func(T10) func(T11) func(T12) func(T13) func(T14) T.Tuple14[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14], E, T2],
+		Ap[func(T4) func(T5) func(T6) func(T7) func(T8) func(T9) func(T10) func(T11) func(T12) func(T13) func(T14) T.Tuple14[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14], E, T3],
+		Ap[func(T5) func(T6) func(T7) func(T8) func(T9) func(T10) func(T11) func(T12) func(T13) func(T14) T.Tuple14[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14], E, T4],
+		Ap[func(T6) func(T7) func(T8) func(T9) func(T10) func(T11) func(T12) func(T13) func(T14) T.Tuple14[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14], E, T5],
+		Ap[func(T7) func(T8) func(T9) func(T10) func(T11) func(T12) func(T13) func(T14) T.Tuple14[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14], E, T6],
+		Ap[func(T8) func(T9) func(T10) func(T11) func(T12) func(T13) func(T14) T.Tuple14[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14], E, T7],
+		Ap[func(T9) func(T10) func(T11) func(T12) func(T13) func(T14) T.Tuple14[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14], E, T8],
+		Ap[func(T10) func(T11) func(T12) func(T13) func(T14) T.Tuple14[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14], E, T9],
+		Ap[func(T11) func(T12) func(T13) func(T14) T.Tuple14[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14], E, T10],
+		Ap[func(T12) func(T13) func(T14) T.Tuple14[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14], E, T11],
+		Ap[func(T13) func(T14) T.Tuple14[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14], E, T12],
+		Ap[func(T14) T.Tuple14[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14], E, T13],
+		Ap[T.Tuple14[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14], E, T14],
+		t1,
+		t2,
+		t3,
+		t4,
+		t5,
+		t6,
+		t7,
+		t8,
+		t9,
+		t10,
+		t11,
+		t12,
+		t13,
+		t14,
+	)
+}
+
+// SequenceTuple14 converts a [Tuple14] of [Either[E, T]] into an [Either[E, Tuple14]].
+func SequenceTuple14[E, T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14 any](t T.Tuple14[Either[E, T1], Either[E, T2], Either[E, T3], Either[E, T4], Either[E, T5], Either[E, T6], Either[E, T7], Either[E, T8], Either[E, T9], Either[E, T10], Either[E, T11], Either[E, T12], Either[E, T13], Either[E, T14]]) Either[E, T.Tuple14[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14]] {
+	return A.SequenceTuple14(
+		Map[E, T1, func(T2) func(T3) func(T4) func(T5) func(T6) func(T7) func(T8) func(T9) func(T10) func(T11) func(T12) func(T13) func(T14) T.Tuple14[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14]],
+		Ap[func(T3) func(T4) func(T5) func(T6) func(T7) func(T8) func(T9) func(T10) func(T11) func(T12) func(T13) func(T14) T.Tuple14[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14], E, T2],
+		Ap[func(T4) func(T5) func(T6) func(T7) func(T8) func(T9) func(T10) func(T11) func(T12) func(T13) func(T14) T.Tuple14[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14], E, T3],
+		Ap[func(T5) func(T6) func(T7) func(T8) func(T9) func(T10) func(T11) func(T12) func(T13) func(T14) T.Tuple14[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14], E, T4],
+		Ap[func(T6) func(T7) func(T8) func(T9) func(T10) func(T11) func(T12) func(T13) func(T14) T.Tuple14[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14], E, T5],
+		Ap[func(T7) func(T8) func(T9) func(T10) func(T11) func(T12) func(T13) func(T14) T.Tuple14[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14], E, T6],
+		Ap[func(T8) func(T9) func(T10) func(T11) func(T12) func(T13) func(T14) T.Tuple14[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14], E, T7],
+		Ap[func(T9) func(T10) func(T11) func(T12) func(T13) func(T14) T.Tuple14[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14], E, T8],
+		Ap[func(T10) func(T11) func(T12) func(T13) func(T14) T.Tuple14[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14], E, T9],
+		Ap[func(T11) func(T12) func(T13) func(T14) T.Tuple14[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14], E, T10],
+		Ap[func(T12) func(T13) func(T14) T.Tuple14[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14], E, T11],
+		Ap[func(T13) func(T14) T.Tuple14[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14], E, T12],
+		Ap[func(T14) T.Tuple14[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14], E, T13],
+		Ap[T.Tuple14[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14], E, T14],
+		t,
+	)
+}
+
+// TraverseTuple14 converts a [Tuple14] of [A] via transformation functions transforming [A] to [Either[E, A]] into a [Either[E, Tuple14]].
+func TraverseTuple14[F1 ~func(A1) Either[E, T1], F2 ~func(A2) Either[E, T2], F3 ~func(A3) Either[E, T3], F4 ~func(A4) Either[E, T4], F5 ~func(A5) Either[E, T5], F6 ~func(A6) Either[E, T6], F7 ~func(A7) Either[E, T7], F8 ~func(A8) Either[E, T8], F9 ~func(A9) Either[E, T9], F10 ~func(A10) Either[E, T10], F11 ~func(A11) Either[E, T11], F12 ~func(A12) Either[E, T12], F13 ~func(A13) Either[E, T13], F14 ~func(A14) Either[E, T14], E, A1, T1, A2, T2, A3, T3, A4, T4, A5, T5, A6, T6, A7, T7, A8, T8, A9, T9, A10, T10, A11, T11, A12, T12, A13, T13, A14, T14 any](f1 F1, f2 F2, f3 F3, f4 F4, f5 F5, f6 F6, f7 F7, f8 F8, f9 F9, f10 F10, f11 F11, f12 F12, f13 F13, f14 F14) func(T.Tuple14[A1, A2, A3, A4, A5, A6, A7, A8, A9, A10, A11, A12, A13, A14]) Either[E, T.Tuple14[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14]] {
+	return func(t T.Tuple14[A1, A2, A3, A4, A5, A6, A7, A8, A9, A10, A11, A12, A13, A14]) Either[E, T.Tuple14[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14]] {
+		return A.TraverseTuple14(
+			Map[E, T1, func(T2) func(T3) func(T4) func(T5) func(T6) func(T7) func(T8) func(T9) func(T10) func(T11) func(T12) func(T13) func(T14) T.Tuple14[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14]],
+			Ap[func(T3) func(T4) func(T5) func(T6) func(T7) func(T8) func(T9) func(T10) func(T11) func(T12) func(T13) func(T14) T.Tuple14[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14], E, T2],
+			Ap[func(T4) func(T5) func(T6) func(T7) func(T8) func(T9) func(T10) func(T11) func(T12) func(T13) func(T14) T.Tuple14[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14], E, T3],
+			Ap[func(T5) func(T6) func(T7) func(T8) func(T9) func(T10) func(T11) func(T12) func(T13) func(T14) T.Tuple14[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14], E, T4],
+			Ap[func(T6) func(T7) func(T8) func(T9) func(T10) func(T11) func(T12) func(T13) func(T14) T.Tuple14[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14], E, T5],
+			Ap[func(T7) func(T8) func(T9) func(T10) func(T11) func(T12) func(T13) func(T14) T.Tuple14[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14], E, T6],
+			Ap[func(T8) func(T9) func(T10) func(T11) func(T12) func(T13) func(T14) T.Tuple14[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14], E, T7],
+			Ap[func(T9) func(T10) func(T11) func(T12) func(T13) func(T14) T.Tuple14[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14], E, T8],
+			Ap[func(T10) func(T11) func(T12) func(T13) func(T14) T.Tuple14[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14], E, T9],
+			Ap[func(T11) func(T12) func(T13) func(T14) T.Tuple14[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14], E, T10],
+			Ap[func(T12) func(T13) func(T14) T.Tuple14[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14], E, T11],
+			Ap[func(T13) func(T14) T.Tuple14[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14], E, T12],
+			Ap[func(T14) T.Tuple14[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14], E, T13],
+			Ap[T.Tuple14[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14], E, T14],
+			f1,
+			f2,
+			f3,
+			f4,
+			f5,
+			f6,
+			f7,
+			f8,
+			f9,
+			f10,
+			f11,
+			f12,
+			f13,
+			f14,
+			t,
+		)
+	}
+}
+
+// Eitherize15 converts a function with 15 parameters returning a tuple into a function with 15 parameters returning an Either
+// The inverse function is [Uneitherize15]
+func Eitherize15[F ~func(T0, T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14) (R, error), T0, T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14, R any](f F) func(T0, T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14) Either[error, R] {
+	return func(t0 T0, t1 T1, t2 T2, t3 T3, t4 T4, t5 T5, t6 T6, t7 T7, t8 T8, t9 T9, t10 T10, t11 T11, t12 T12, t13 T13, t14 T14) Either[error, R] {
+		return TryCatchError(f(t0, t1, t2, t3, t4, t5, t6, t7, t8, t9, t10, t11, t12, t13, t14))
+	}
+}
+
+// Uneitherize15 converts a function with 15 parameters returning an Either into a function with 15 parameters returning a tuple
+// The inverse function is [Eitherize15]
+func Uneitherize15[F ~func(T0, T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14) Either[error, R], T0, T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14, R any](f F) func(T0, T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14) (R, error) {
+	return func(t0 T0, t1 T1, t2 T2, t3 T3, t4 T4, t5 T5, t6 T6, t7 T7, t8 T8, t9 T9, t10 T10, t11 T11, t12 T12, t13 T13, t14 T14) (R, error) {
+		return UnwrapError(f(t0, t1, t2, t3, t4, t5, t6, t7, t8, t9, t10, t11, t12, t13, t14))
+	}
+}
+
+// SequenceT15 converts 15 parameters of [Either[E, T]] into a [Either[E, Tuple15]].
+func SequenceT15[E, T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14, T15 any](t1 Either[E, T1], t2 Either[E, T2], t3 Either[E, T3], t4 Either[E, T4], t5 Either[E, T5], t6 Either[E, T6], t7 Either[E, T7], t8 Either[E, T8], t9 Either[E, T9], t10 Either[E, T10], t11 Either[E, T11], t12 Either[E, T12], t13 Either[E, T13], t14 Either[E, T14], t15 Either[E, T15]) Either[E, T.Tuple15[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14, T15]] {
+	return A.SequenceT15(
+		Map[E, T1, func(T2) func(T3) func(T4) func(T5) func(T6) func(T7) func(T8) func(T9) func(T10) func(T11) func(T12) func(T13) func(T14) func(T15) T.Tuple15[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14, T15]],
+		Ap[func(T3) func(T4) func(T5) func(T6) func(T7) func(T8) func(T9) func(T10) func(T11) func(T12) func(T13) func(T14) func(T15) T.Tuple15[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14, T15], E, T2],
+		Ap[func(T4) func(T5) func(T6) func(T7) func(T8) func(T9) func(T10) func(T11) func(T12) func(T13) func(T14) func(T15) T.Tuple15[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14, T15], E, T3],
+		Ap[func(T5) func(T6) func(T7) func(T8) func(T9) func(T10) func(T11) func(T12) func(T13) func(T14) func(T15) T.Tuple15[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14, T15], E, T4],
+		Ap[func(T6) func(T7) func(T8) func(T9) func(T10) func(T11) func(T12) func(T13) func(T14) func(T15) T.Tuple15[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14, T15], E, T5],
+		Ap[func(T7) func(T8) func(T9) func(T10) func(T11) func(T12) func(T13) func(T14) func(T15) T.Tuple15[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14, T15], E, T6],
+		Ap[func(T8) func(T9) func(T10) func(T11) func(T12) func(T13) func(T14) func(T15) T.Tuple15[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14, T15], E, T7],
+		Ap[func(T9) func(T10) func(T11) func(T12) func(T13) func(T14) func(T15) T.Tuple15[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14, T15], E, T8],
+		Ap[func(T10) func(T11) func(T12) func(T13) func(T14) func(T15) T.Tuple15[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14, T15], E, T9],
+		Ap[func(T11) func(T12) func(T13) func(T14) func(T15) T.Tuple15[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14, T15], E, T10],
+		Ap[func(T12) func(T13) func(T14) func(T15) T.Tuple15[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14, T15], E, T11],
+		Ap[func(T13) func(T14) func(T15) T.Tuple15[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14, T15], E, T12],
+		Ap[func(T14) func(T15) T.Tuple15[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14, T15], E, T13],
+		Ap[func(T15) T.Tuple15[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14, T15], E, T14],
+		Ap[T.Tuple15[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14, T15], E, T15],
+		t1,
+		t2,
+		t3,
+		t4,
+		t5,
+		t6,
+		t7,
+		t8,
+		t9,
+		t10,
+		t11,
+		t12,
+		t13,
+		t14,
+		t15,
+	)
+}
+
+// SequenceTuple15 converts a [Tuple15] of [Either[E, T]] into an [Either[E, Tuple15]].
+func SequenceTuple15[E, T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14, T15 any](t T.Tuple15[Either[E, T1], Either[E, T2], Either[E, T3], Either[E, T4], Either[E, T5], Either[E, T6], Either[E, T7], Either[E, T8], Either[E, T9], Either[E, T10], Either[E, T11], Either[E, T12], Either[E, T13], Either[E, T14], Either[E, T15]]) Either[E, T.Tuple15[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14, T15]] {
+	return A.SequenceTuple15(
+		Map[E, T1, func(T2) func(T3) func(T4) func(T5) func(T6) func(T7) func(T8) func(T9) func(T10) func(T11) func(T12) func(T13) func(T14) func(T15) T.Tuple15[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14, T15]],
+		Ap[func(T3) func(T4) func(T5) func(T6) func(T7) func(T8) func(T9) func(T10) func(T11) func(T12) func(T13) func(T14) func(T15) T.Tuple15[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14, T15], E, T2],
+		Ap[func(T4) func(T5) func(T6) func(T7) func(T8) func(T9) func(T10) func(T11) func(T12) func(T13) func(T14) func(T15) T.Tuple15[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14, T15], E, T3],
+		Ap[func(T5) func(T6) func(T7) func(T8) func(T9) func(T10) func(T11) func(T12) func(T13) func(T14) func(T15) T.Tuple15[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14, T15], E, T4],
+		Ap[func(T6) func(T7) func(T8) func(T9) func(T10) func(T11) func(T12) func(T13) func(T14) func(T15) T.Tuple15[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14, T15], E, T5],
+		Ap[func(T7) func(T8) func(T9) func(T10) func(T11) func(T12) func(T13) func(T14) func(T15) T.Tuple15[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14, T15], E, T6],
+		Ap[func(T8) func(T9) func(T10) func(T11) func(T12) func(T13) func(T14) func(T15) T.Tuple15[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14, T15], E, T7],
+		Ap[func(T9) func(T10) func(T11) func(T12) func(T13) func(T14) func(T15) T.Tuple15[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14, T15], E, T8],
+		Ap[func(T10) func(T11) func(T12) func(T13) func(T14) func(T15) T.Tuple15[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14, T15], E, T9],
+		Ap[func(T11) func(T12) func(T13) func(T14) func(T15) T.Tuple15[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14, T15], E, T10],
+		Ap[func(T12) func(T13) func(T14) func(T15) T.Tuple15[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14, T15], E, T11],
+		Ap[func(T13) func(T14) func(T15) T.Tuple15[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14, T15], E, T12],
+		Ap[func(T14) func(T15) T.Tuple15[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14, T15], E, T13],
+		Ap[func(T15) T.Tuple15[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14, T15], E, T14],
+		Ap[T.Tuple15[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14, T15], E, T15],
+		t,
+	)
+}
+
+// TraverseTuple15 converts a [Tuple15] of [A] via transformation functions transforming [A] to [Either[E, A]] into a [Either[E, Tuple15]].
+func TraverseTuple15[F1 ~func(A1) Either[E, T1], F2 ~func(A2) Either[E, T2], F3 ~func(A3) Either[E, T3], F4 ~func(A4) Either[E, T4], F5 ~func(A5) Either[E, T5], F6 ~func(A6) Either[E, T6], F7 ~func(A7) Either[E, T7], F8 ~func(A8) Either[E, T8], F9 ~func(A9) Either[E, T9], F10 ~func(A10) Either[E, T10], F11 ~func(A11) Either[E, T11], F12 ~func(A12) Either[E, T12], F13 ~func(A13) Either[E, T13], F14 ~func(A14) Either[E, T14], F15 ~func(A15) Either[E, T15], E, A1, T1, A2, T2, A3, T3, A4, T4, A5, T5, A6, T6, A7, T7, A8, T8, A9, T9, A10, T10, A11, T11, A12, T12, A13, T13, A14, T14, A15, T15 any](f1 F1, f2 F2, f3 F3, f4 F4, f5 F5, f6 F6, f7 F7, f8 F8, f9 F9, f10 F10, f11 F11, f12 F12, f13 F13, f14 F14, f15 F15) func(T.Tuple15[A1, A2, A3, A4, A5, A6, A7, A8, A9, A10, A11, A12, A13, A14, A15]) Either[E, T.Tuple15[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14, T15]] {
+	return func(t T.Tuple15[A1, A2, A3, A4, A5, A6, A7, A8, A9, A10, A11, A12, A13, A14, A15]) Either[E, T.Tuple15[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14, T15]] {
+		return A.TraverseTuple15(
+			Map[E, T1, func(T2) func(T3) func(T4) func(T5) func(T6) func(T7) func(T8) func(T9) func(T10) func(T11) func(T12) func(T13) func(T14) func(T15) T.Tuple15[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14, T15]],
+			Ap[func(T3) func(T4) func(T5) func(T6) func(T7) func(T8) func(T9) func(T10) func(T11) func(T12) func(T13) func(T14) func(T15) T.Tuple15[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14, T15], E, T2],
+			Ap[func(T4) func(T5) func(T6) func(T7) func(T8) func(T9) func(T10) func(T11) func(T12) func(T13) func(T14) func(T15) T.Tuple15[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14, T15], E, T3],
+			Ap[func(T5) func(T6) func(T7) func(T8) func(T9) func(T10) func(T11) func(T12) func(T13) func(T14) func(T15) T.Tuple15[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14, T15], E, T4],
+			Ap[func(T6) func(T7) func(T8) func(T9) func(T10) func(T11) func(T12) func(T13) func(T14) func(T15) T.Tuple15[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14, T15], E, T5],
+			Ap[func(T7) func(T8) func(T9) func(T10) func(T11) func(T12) func(T13) func(T14) func(T15) T.Tuple15[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14, T15], E, T6],
+			Ap[func(T8) func(T9) func(T10) func(T11) func(T12) func(T13) func(T14) func(T15) T.Tuple15[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14, T15], E, T7],
+			Ap[func(T9) func(T10) func(T11) func(T12) func(T13) func(T14) func(T15) T.Tuple15[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14, T15], E, T8],
+			Ap[func(T10) func(T11) func(T12) func(T13) func(T14) func(T15) T.Tuple15[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14, T15], E, T9],
+			Ap[func(T11) func(T12) func(T13) func(T14) func(T15) T.Tuple15[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14, T15], E, T10],
+			Ap[func(T12) func(T13) func(T14) func(T15) T.Tuple15[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14, T15], E, T11],
+			Ap[func(T13) func(T14) func(T15) T.Tuple15[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14, T15], E, T12],
+			Ap[func(T14) func(T15) T.Tuple15[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14, T15], E, T13],
+			Ap[func(T15) T.Tuple15[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14, T15], E, T14],
+			Ap[T.Tuple15[T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, T13, T14, T15], E, T15],
+			f1,
+			f2,
+			f3,
+			f4,
+			f5,
+			f6,
+			f7,
+			f8,
+			f9,
+			f10,
+			f11,
+			f12,
+			f13,
+			f14,
+			f15,
+			t,
+		)
+	}
+}
--- a/either/pointed.go
+++ b/either/pointed.go
@@ -0,0 +1,31 @@
+// Copyright (c) 2024 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/internal/pointed"
+)
+
+type eitherPointed[E, A any] struct{}
+
+func (o *eitherPointed[E, A]) Of(a A) Either[E, A] {
+	return Of[E, A](a)
+}
+
+// Pointed implements the pointedic operations for [Either]
+func Pointed[E, A any]() pointed.Pointed[A, Either[E, A]] {
+	return &eitherPointed[E, A]{}
+}
--- a/exec/exec.go
+++ b/exec/exec.go
@@ -16,18 +16,18 @@
 package exec

 import (
-	T "github.com/IBM/fp-go/tuple"
+	P "github.com/IBM/fp-go/pair"
 )

 type (
 	// CommandOutput represents the output of executing a command. The first field in the [Tuple2] is
 	// stdout, the second one is stderr. Use [StdOut] and [StdErr] to access these fields
-	CommandOutput = T.Tuple2[[]byte, []byte]
+	CommandOutput = P.Pair[[]byte, []byte]
 )

 var (
 	// StdOut returns the field of a [CommandOutput] representing `stdout`
-	StdOut = T.First[[]byte, []byte]
+	StdOut = P.Head[[]byte, []byte]
 	// StdErr returns the field of a [CommandOutput] representing `stderr`
-	StdErr = T.Second[[]byte, []byte]
+	StdErr = P.Tail[[]byte, []byte]
 )
--- a/file/getters.go
+++ b/file/getters.go
@@ -32,6 +32,11 @@ func ToReader[R io.Reader](r R) io.Reader {
 	return r
 }

+// ToWriter converts a [io.Writer]
+func ToWriter[W io.Writer](w W) io.Writer {
+	return w
+}
+
 // ToCloser converts a [io.Closer]
 func ToCloser[C io.Closer](c C) io.Closer {
 	return c
--- a/function/binds.go
+++ b/function/binds.go
@@ -1,6 +1,6 @@
 // Code generated by go generate; DO NOT EDIT.
 // This file was generated by robots at
-// 2024-01-31 21:45:01.6437619 +0100 CET m=+0.032758901
+// 2024-02-29 16:19:01.120389 +0100 CET m=+0.011216001

 package function

--- a/function/cache.go
+++ b/function/cache.go
@@ -25,13 +25,13 @@ func Memoize[K comparable, T any](f func(K) T) func(K) T {
 }

 // ContramapMemoize converts a unary function into a unary function that caches the value depending on the parameter
-func ContramapMemoize[A any, K comparable, T any](kf func(A) K) func(func(A) T) func(A) T {
+func ContramapMemoize[T, A any, K comparable](kf func(A) K) func(func(A) T) func(A) T {
 	return G.ContramapMemoize[func(A) T](kf)
 }

 // CacheCallback converts a unary function into a unary function that caches the value depending on the parameter
 func CacheCallback[
-	A any, K comparable, T any](kf func(A) K, getOrCreate func(K, func() func() T) func() T) func(func(A) T) func(A) T {
+	T, A any, K comparable](kf func(A) K, getOrCreate func(K, func() func() T) func() T) func(func(A) T) func(A) T {
 	return G.CacheCallback[func(func(A) T) func(A) T](kf, getOrCreate)
 }

--- a/function/gen.go
+++ b/function/gen.go
@@ -1,6 +1,6 @@
 // Code generated by go generate; DO NOT EDIT.
 // This file was generated by robots at
-// 2024-01-31 21:44:55.7538323 +0100 CET m=+0.013067701
+// 2024-02-29 16:18:53.6664566 +0100 CET m=+0.011085101

 package function

--- a/go.mod
+++ b/go.mod
@@ -3,15 +3,15 @@ module github.com/IBM/fp-go
 go 1.20

 require (
-	github.com/stretchr/testify v1.8.4
-	github.com/urfave/cli/v2 v2.27.1
+	github.com/stretchr/testify v1.11.1
+	github.com/urfave/cli/v2 v2.27.7
 )

 require (
-	github.com/cpuguy83/go-md2man/v2 v2.0.3 // indirect
+	github.com/cpuguy83/go-md2man/v2 v2.0.7 // indirect
 	github.com/davecgh/go-spew v1.1.1 // indirect
 	github.com/pmezard/go-difflib v1.0.0 // indirect
 	github.com/russross/blackfriday/v2 v2.1.0 // indirect
-	github.com/xrash/smetrics v0.0.0-20231213231151-1d8dd44e695e // indirect
+	github.com/xrash/smetrics v0.0.0-20240521201337-686a1a2994c1 // indirect
 	gopkg.in/yaml.v3 v3.0.1 // indirect
 )
--- a/go.sum
+++ b/go.sum
@@ -1,17 +1,33 @@
-github.com/cpuguy83/go-md2man/v2 v2.0.3 h1:qMCsGGgs+MAzDFyp9LpAe1Lqy/fY/qCovCm0qnXZOBM=
-github.com/cpuguy83/go-md2man/v2 v2.0.3/go.mod h1:tgQtvFlXSQOSOSIRvRPT7W67SCa46tRHOmNcaadrF8o=
+github.com/cpuguy83/go-md2man/v2 v2.0.4 h1:wfIWP927BUkWJb2NmU/kNDYIBTh/ziUX91+lVfRxZq4=
+github.com/cpuguy83/go-md2man/v2 v2.0.4/go.mod h1:tgQtvFlXSQOSOSIRvRPT7W67SCa46tRHOmNcaadrF8o=
+github.com/cpuguy83/go-md2man/v2 v2.0.5 h1:ZtcqGrnekaHpVLArFSe4HK5DoKx1T0rq2DwVB0alcyc=
+github.com/cpuguy83/go-md2man/v2 v2.0.5/go.mod h1:tgQtvFlXSQOSOSIRvRPT7W67SCa46tRHOmNcaadrF8o=
+github.com/cpuguy83/go-md2man/v2 v2.0.7 h1:zbFlGlXEAKlwXpmvle3d8Oe3YnkKIK4xSRTd3sHPnBo=
+github.com/cpuguy83/go-md2man/v2 v2.0.7/go.mod h1:oOW0eioCTA6cOiMLiUPZOpcVxMig6NIQQ7OS05n1F4g=
 github.com/davecgh/go-spew v1.1.1 h1:vj9j/u1bqnvCEfJOwUhtlOARqs3+rkHYY13jYWTU97c=
 github.com/davecgh/go-spew v1.1.1/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
 github.com/pmezard/go-difflib v1.0.0 h1:4DBwDE0NGyQoBHbLQYPwSUPoCMWR5BEzIk/f1lZbAQM=
 github.com/pmezard/go-difflib v1.0.0/go.mod h1:iKH77koFhYxTK1pcRnkKkqfTogsbg7gZNVY4sRDYZ/4=
 github.com/russross/blackfriday/v2 v2.1.0 h1:JIOH55/0cWyOuilr9/qlrm0BSXldqnqwMsf35Ld67mk=
 github.com/russross/blackfriday/v2 v2.1.0/go.mod h1:+Rmxgy9KzJVeS9/2gXHxylqXiyQDYRxCVz55jmeOWTM=
-github.com/stretchr/testify v1.8.4 h1:CcVxjf3Q8PM0mHUKJCdn+eZZtm5yQwehR5yeSVQQcUk=
-github.com/stretchr/testify v1.8.4/go.mod h1:sz/lmYIOXD/1dqDmKjjqLyZ2RngseejIcXlSw2iwfAo=
-github.com/urfave/cli/v2 v2.27.1 h1:8xSQ6szndafKVRmfyeUMxkNUJQMjL1F2zmsZ+qHpfho=
-github.com/urfave/cli/v2 v2.27.1/go.mod h1:8qnjx1vcq5s2/wpsqoZFndg2CE5tNFyrTvS6SinrnYQ=
-github.com/xrash/smetrics v0.0.0-20231213231151-1d8dd44e695e h1:+SOyEddqYF09QP7vr7CgJ1eti3pY9Fn3LHO1M1r/0sI=
-github.com/xrash/smetrics v0.0.0-20231213231151-1d8dd44e695e/go.mod h1:N3UwUGtsrSj3ccvlPHLoLsHnpR27oXr4ZE984MbSER8=
+github.com/stretchr/testify v1.9.0 h1:HtqpIVDClZ4nwg75+f6Lvsy/wHu+3BoSGCbBAcpTsTg=
+github.com/stretchr/testify v1.9.0/go.mod h1:r2ic/lqez/lEtzL7wO/rwa5dbSLXVDPFyf8C91i36aY=
+github.com/stretchr/testify v1.10.0 h1:Xv5erBjTwe/5IxqUQTdXv5kgmIvbHo3QQyRwhJsOfJA=
+github.com/stretchr/testify v1.10.0/go.mod h1:r2ic/lqez/lEtzL7wO/rwa5dbSLXVDPFyf8C91i36aY=
+github.com/stretchr/testify v1.11.0 h1:ib4sjIrwZKxE5u/Japgo/7SJV3PvgjGiRNAvTVGqQl8=
+github.com/stretchr/testify v1.11.0/go.mod h1:wZwfW3scLgRK+23gO65QZefKpKQRnfz6sD981Nm4B6U=
+github.com/stretchr/testify v1.11.1 h1:7s2iGBzp5EwR7/aIZr8ao5+dra3wiQyKjjFuvgVKu7U=
+github.com/stretchr/testify v1.11.1/go.mod h1:wZwfW3scLgRK+23gO65QZefKpKQRnfz6sD981Nm4B6U=
+github.com/urfave/cli/v2 v2.27.4 h1:o1owoI+02Eb+K107p27wEX9Bb8eqIoZCfLXloLUSWJ8=
+github.com/urfave/cli/v2 v2.27.4/go.mod h1:m4QzxcD2qpra4z7WhzEGn74WZLViBnMpb1ToCAKdGRQ=
+github.com/urfave/cli/v2 v2.27.5 h1:WoHEJLdsXr6dDWoJgMq/CboDmyY/8HMMH1fTECbih+w=
+github.com/urfave/cli/v2 v2.27.5/go.mod h1:3Sevf16NykTbInEnD0yKkjDAeZDS0A6bzhBH5hrMvTQ=
+github.com/urfave/cli/v2 v2.27.6 h1:VdRdS98FNhKZ8/Az8B7MTyGQmpIr36O1EHybx/LaZ4g=
+github.com/urfave/cli/v2 v2.27.6/go.mod h1:3Sevf16NykTbInEnD0yKkjDAeZDS0A6bzhBH5hrMvTQ=
+github.com/urfave/cli/v2 v2.27.7 h1:bH59vdhbjLv3LAvIu6gd0usJHgoTTPhCFib8qqOwXYU=
+github.com/urfave/cli/v2 v2.27.7/go.mod h1:CyNAG/xg+iAOg0N4MPGZqVmv2rCoP267496AOXUZjA4=
+github.com/xrash/smetrics v0.0.0-20240521201337-686a1a2994c1 h1:gEOO8jv9F4OT7lGCjxCBTO/36wtF6j2nSip77qHd4x4=
+github.com/xrash/smetrics v0.0.0-20240521201337-686a1a2994c1/go.mod h1:Ohn+xnUBiLI6FVj/9LpzZWtj1/D6lUovWYBkxHVV3aM=
 gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405 h1:yhCVgyC4o1eVCa2tZl7eS0r+SDo693bJlVdllGtEeKM=
 gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
 gopkg.in/yaml.v3 v3.0.1 h1:fxVm/GzAzEWqLHuvctI91KS9hhNmmWOoWu0XTYJS7CA=
--- a/http/builder/builder.go
+++ b/http/builder/builder.go
@@ -16,9 +16,14 @@
 package builder

 import (
+	"bytes"
+	"crypto/sha256"
+	"fmt"
 	"net/http"
 	"net/url"

+	A "github.com/IBM/fp-go/array"
+	B "github.com/IBM/fp-go/bytes"
 	E "github.com/IBM/fp-go/either"
 	ENDO "github.com/IBM/fp-go/endomorphism"
 	F "github.com/IBM/fp-go/function"
@@ -29,6 +34,7 @@ import (
 	LZ "github.com/IBM/fp-go/lazy"
 	L "github.com/IBM/fp-go/optics/lens"
 	O "github.com/IBM/fp-go/option"
+	R "github.com/IBM/fp-go/record"
 	S "github.com/IBM/fp-go/string"
 	T "github.com/IBM/fp-go/tuple"
 )
@@ -138,6 +144,9 @@ var (
 		WithBytes,
 		ENDO.Chain(WithContentType(C.FormEncoded)),
 	)
+
+	// bodyAsBytes returns a []byte with a fallback to the empty array
+	bodyAsBytes = O.Fold(B.Empty, E.Fold(F.Ignore1of1[error](B.Empty), F.Identity[[]byte]))
 )

 func setRawQuery(u *url.URL, raw string) *url.URL {
@@ -272,6 +281,11 @@ func (builder *Builder) GetHeaderValues(name string) []string {
 	return builder.headers.Values(name)
 }

+// GetHash returns a hash value for the builder that can be used as a cache key
+func (builder *Builder) GetHash() string {
+	return MakeHash(builder)
+}
+
 // Header returns a [L.Lens] for a single header
 func Header(name string) L.Lens[*Builder, O.Option[string]] {
 	get := getHeader(name)
@@ -342,3 +356,32 @@ func WithQueryArg(name string) func(value string) Endomorphism {
 func WithoutQueryArg(name string) Endomorphism {
 	return QueryArg(name).Set(noQueryArg)
 }
+
+func hashWriteValue(buf *bytes.Buffer, value string) *bytes.Buffer {
+	buf.WriteString(value)
+	return buf
+}
+
+func hashWriteQuery(name string, buf *bytes.Buffer, values []string) *bytes.Buffer {
+	buf.WriteString(name)
+	return A.Reduce(hashWriteValue, buf)(values)
+}
+
+func makeBytes(b *Builder) []byte {
+	var buf bytes.Buffer
+
+	buf.WriteString(b.GetMethod())
+	buf.WriteString(b.GetURL())
+	b.GetHeaders().Write(&buf) // #nosec: G104
+
+	R.ReduceOrdWithIndex[[]string, *bytes.Buffer](S.Ord)(hashWriteQuery, &buf)(b.GetQuery())
+
+	buf.Write(bodyAsBytes(b.GetBody()))
+
+	return buf.Bytes()
+}
+
+// MakeHash converts a [Builder] into a hash string, convenient to use as a cache key
+func MakeHash(b *Builder) string {
+	return fmt.Sprintf("%x", sha256.Sum256(makeBytes(b)))
+}
--- a/http/builder/builder_test.go
+++ b/http/builder/builder_test.go
@@ -16,6 +16,7 @@
 package builder

 import (
+	"fmt"
 	"testing"

 	F "github.com/IBM/fp-go/function"
@@ -66,3 +67,27 @@ func TestWithFormData(t *testing.T) {

 	assert.Equal(t, C.FormEncoded, Headers.Get(res).Get(H.ContentType))
 }
+
+func TestHash(t *testing.T) {
+
+	b1 := F.Pipe4(
+		Default,
+		WithContentType(C.JSON),
+		WithHeader(H.Accept)(C.JSON),
+		WithURL("http://www.example.com"),
+		WithJSON(map[string]string{"a": "b"}),
+	)
+
+	b2 := F.Pipe4(
+		Default,
+		WithURL("http://www.example.com"),
+		WithHeader(H.Accept)(C.JSON),
+		WithContentType(C.JSON),
+		WithJSON(map[string]string{"a": "b"}),
+	)
+
+	assert.Equal(t, MakeHash(b1), MakeHash(b2))
+	assert.NotEqual(t, MakeHash(Default), MakeHash(b2))
+
+	fmt.Println(MakeHash(b1))
+}
--- a/http/types.go
+++ b/http/types.go
@@ -18,15 +18,15 @@ package http
 import (
 	H "net/http"

-	T "github.com/IBM/fp-go/tuple"
+	P "github.com/IBM/fp-go/pair"
 )

 type (
 	// FullResponse represents a full http response, including headers and body
-	FullResponse = T.Tuple2[*H.Response, []byte]
+	FullResponse = P.Pair[*H.Response, []byte]
 )

 var (
-	Response = T.First[*H.Response, []byte]
-	Body     = T.Second[*H.Response, []byte]
+	Response = P.Head[*H.Response, []byte]
+	Body     = P.Tail[*H.Response, []byte]
 )
--- a/http/utils.go
+++ b/http/utils.go
@@ -28,12 +28,12 @@ import (
 	"github.com/IBM/fp-go/errors"
 	F "github.com/IBM/fp-go/function"
 	O "github.com/IBM/fp-go/option"
+	P "github.com/IBM/fp-go/pair"
 	R "github.com/IBM/fp-go/record/generic"
-	T "github.com/IBM/fp-go/tuple"
 )

 type (
-	ParsedMediaType = T.Tuple2[string, map[string]string]
+	ParsedMediaType = P.Pair[string, map[string]string]

 	HttpError struct {
 		statusCode int
@@ -45,17 +45,15 @@ type (

 var (
 	// mime type to check if a media type matches
-	reJSONMimeType = regexp.MustCompile(`application/(?:\w+\+)?json`)
+	isJSONMimeType = regexp.MustCompile(`application/(?:\w+\+)?json`).MatchString
 	// ValidateResponse validates an HTTP response and returns an [E.Either] if the response is not a success
 	ValidateResponse = E.FromPredicate(isValidStatus, StatusCodeError)
 	// alidateJsonContentTypeString parses a content type a validates that it is valid JSON
 	validateJSONContentTypeString = F.Flow2(
 		ParseMediaType,
 		E.ChainFirst(F.Flow2(
-			T.First[string, map[string]string],
-			E.FromPredicate(reJSONMimeType.MatchString, func(mimeType string) error {
-				return fmt.Errorf("mimetype [%s] is not a valid JSON content type", mimeType)
-			}),
+			P.Head[string, map[string]string],
+			E.FromPredicate(isJSONMimeType, errors.OnSome[string]("mimetype [%s] is not a valid JSON content type")),
 		)),
 	)
 	// ValidateJSONResponse checks if an HTTP response is a valid JSON response
@@ -81,7 +79,7 @@ const (
 // ParseMediaType parses a media type into a tuple
 func ParseMediaType(mediaType string) E.Either[error, ParsedMediaType] {
 	m, p, err := mime.ParseMediaType(mediaType)
-	return E.TryCatchError(T.MakeTuple2(m, p), err)
+	return E.TryCatchError(P.MakePair(m, p), err)
 }

 // Error fulfills the error interface
--- a/identity/gen.go
+++ b/identity/gen.go
@@ -1,6 +1,6 @@
 // Code generated by go generate; DO NOT EDIT.
 // This file was generated by robots at
-// 2023-10-23 08:30:50.5492271 +0200 CEST m=+0.023274501
+// 2024-02-29 16:19:02.7798504 +0100 CET m=+0.021933401

 package identity

--- a/identity/identity.go
+++ b/identity/identity.go
@@ -36,7 +36,7 @@ func Map[A, B any](f func(A) B) func(A) B {
 	return G.Map(f)
 }

-func MonadMapTo[A, B any](fa A, b B) B {
+func MonadMapTo[A, B any](_ A, b B) B {
 	return b
 }

--- a/internal/applicative/testing/law.go
+++ b/internal/applicative/testing/law.go
@@ -20,13 +20,19 @@ import (

 	E "github.com/IBM/fp-go/eq"
 	F "github.com/IBM/fp-go/function"
+	"github.com/IBM/fp-go/internal/applicative"
+	"github.com/IBM/fp-go/internal/apply"
 	L "github.com/IBM/fp-go/internal/apply/testing"
+	"github.com/IBM/fp-go/internal/functor"
+	"github.com/IBM/fp-go/internal/pointed"
 	"github.com/stretchr/testify/assert"
 )

 // Applicative identity law
 //
 // A.ap(A.of(a => a), fa) <-> fa
+//
+// Deprecated: use [ApplicativeAssertIdentity]
 func AssertIdentity[HKTA, HKTAA, A any](t *testing.T,
 	eq E.Eq[HKTA],

@@ -46,9 +52,33 @@ func AssertIdentity[HKTA, HKTAA, A any](t *testing.T,
 	}
 }

+// Applicative identity law
+//
+// A.ap(A.of(a => a), fa) <-> fa
+func ApplicativeAssertIdentity[HKTA, HKTFAA, A any](t *testing.T,
+	eq E.Eq[HKTA],
+
+	ap applicative.Applicative[A, A, HKTA, HKTA, HKTFAA],
+	paa pointed.Pointed[func(A) A, HKTFAA],
+
+) func(fa HKTA) bool {
+	// mark as test helper
+	t.Helper()
+
+	return func(fa HKTA) bool {
+
+		left := ap.Ap(fa)(paa.Of(F.Identity[A]))
+		right := fa
+
+		return assert.True(t, eq.Equals(left, right), "Applicative identity")
+	}
+}
+
 // Applicative homomorphism law
 //
 // A.ap(A.of(ab), A.of(a)) <-> A.of(ab(a))
+//
+// Deprecated: use [ApplicativeAssertHomomorphism]
 func AssertHomomorphism[HKTA, HKTB, HKTAB, A, B any](t *testing.T,
 	eq E.Eq[HKTB],

@@ -72,9 +102,35 @@ func AssertHomomorphism[HKTA, HKTB, HKTAB, A, B any](t *testing.T,
 	}
 }

+// Applicative homomorphism law
+//
+// A.ap(A.of(ab), A.of(a)) <-> A.of(ab(a))
+func ApplicativeAssertHomomorphism[HKTA, HKTB, HKTFAB, A, B any](t *testing.T,
+	eq E.Eq[HKTB],
+
+	apab applicative.Applicative[A, B, HKTA, HKTB, HKTFAB],
+	pb pointed.Pointed[B, HKTB],
+	pfab pointed.Pointed[func(A) B, HKTFAB],
+
+	ab func(A) B,
+) func(a A) bool {
+	// mark as test helper
+	t.Helper()
+
+	return func(a A) bool {
+
+		left := apab.Ap(apab.Of(a))(pfab.Of(ab))
+		right := pb.Of(ab(a))
+
+		return assert.True(t, eq.Equals(left, right), "Applicative homomorphism")
+	}
+}
+
 // Applicative interchange law
 //
 // A.ap(fab, A.of(a)) <-> A.ap(A.of(ab => ab(a)), fab)
+//
+// Deprecated: use [ApplicativeAssertInterchange]
 func AssertInterchange[HKTA, HKTB, HKTAB, HKTABB, A, B any](t *testing.T,
 	eq E.Eq[HKTB],

@@ -103,7 +159,38 @@ func AssertInterchange[HKTA, HKTB, HKTAB, HKTABB, A, B any](t *testing.T,
 	}
 }

+// Applicative interchange law
+//
+// A.ap(fab, A.of(a)) <-> A.ap(A.of(ab => ab(a)), fab)
+func ApplicativeAssertInterchange[HKTA, HKTB, HKTFAB, HKTABB, A, B any](t *testing.T,
+	eq E.Eq[HKTB],
+
+	apab applicative.Applicative[A, B, HKTA, HKTB, HKTFAB],
+	apabb applicative.Applicative[func(A) B, B, HKTFAB, HKTB, HKTABB],
+	pabb pointed.Pointed[func(func(A) B) B, HKTABB],
+
+	ab func(A) B,
+) func(a A) bool {
+	// mark as test helper
+	t.Helper()
+
+	return func(a A) bool {
+
+		fab := apabb.Of(ab)
+
+		left := apab.Ap(apab.Of(a))(fab)
+
+		right := apabb.Ap(fab)(pabb.Of(func(ab func(A) B) B {
+			return ab(a)
+		}))
+
+		return assert.True(t, eq.Equals(left, right), "Applicative homomorphism")
+	}
+}
+
 // AssertLaws asserts the apply laws `identity`, `composition`, `associative composition`, 'applicative identity', 'homomorphism', 'interchange'
+//
+// Deprecated: use [ApplicativeAssertLaws] instead
 func AssertLaws[HKTA, HKTB, HKTC, HKTAA, HKTAB, HKTBC, HKTAC, HKTABB, HKTABAC, A, B, C any](t *testing.T,
 	eqa E.Eq[HKTA],
 	eqb E.Eq[HKTB],
@@ -150,3 +237,47 @@ func AssertLaws[HKTA, HKTB, HKTC, HKTAA, HKTAB, HKTBC, HKTAC, HKTABB, HKTABAC, A
 		return apply(fa) && identity(fa) && homomorphism(a) && interchange(a)
 	}
 }
+
+// ApplicativeAssertLaws asserts the apply laws `identity`, `composition`, `associative composition`, 'applicative identity', 'homomorphism', 'interchange'
+func ApplicativeAssertLaws[HKTA, HKTB, HKTC, HKTAA, HKTAB, HKTBC, HKTAC, HKTABB, HKTABAC, A, B, C any](t *testing.T,
+	eqa E.Eq[HKTA],
+	eqb E.Eq[HKTB],
+	eqc E.Eq[HKTC],
+
+	fofb pointed.Pointed[B, HKTB],
+
+	fofaa pointed.Pointed[func(A) A, HKTAA],
+	fofbc pointed.Pointed[func(B) C, HKTBC],
+
+	fofabb pointed.Pointed[func(func(A) B) B, HKTABB],
+
+	faa functor.Functor[A, A, HKTA, HKTA],
+
+	fmap functor.Functor[func(B) C, func(func(A) B) func(A) C, HKTBC, HKTABAC],
+
+	fapaa applicative.Applicative[A, A, HKTA, HKTA, HKTAA],
+	fapab applicative.Applicative[A, B, HKTA, HKTB, HKTAB],
+	fapbc apply.Apply[B, C, HKTB, HKTC, HKTBC],
+	fapac apply.Apply[A, C, HKTA, HKTC, HKTAC],
+
+	fapabb applicative.Applicative[func(A) B, B, HKTAB, HKTB, HKTABB],
+	fapabac applicative.Applicative[func(A) B, func(A) C, HKTAB, HKTAC, HKTABAC],
+
+	ab func(A) B,
+	bc func(B) C,
+) func(a A) bool {
+	// mark as test helper
+	t.Helper()
+
+	// apply laws
+	apply := L.ApplyAssertLaws(t, eqa, eqc, applicative.ToPointed(fapabac), fofbc, faa, fmap, applicative.ToApply(fapab), fapbc, fapac, applicative.ToApply(fapabac), ab, bc)
+	// applicative laws
+	identity := ApplicativeAssertIdentity(t, eqa, fapaa, fofaa)
+	homomorphism := ApplicativeAssertHomomorphism(t, eqb, fapab, fofb, applicative.ToPointed(fapabb), ab)
+	interchange := ApplicativeAssertInterchange(t, eqb, fapab, fapabb, fofabb, ab)
+
+	return func(a A) bool {
+		fa := fapaa.Of(a)
+		return apply(fa) && identity(fa) && homomorphism(a) && interchange(a)
+	}
+}
--- a/internal/applicative/types.go
+++ b/internal/applicative/types.go
@@ -17,6 +17,7 @@ package applicative

 import (
 	"github.com/IBM/fp-go/internal/apply"
+	"github.com/IBM/fp-go/internal/functor"
 	"github.com/IBM/fp-go/internal/pointed"
 )

@@ -24,3 +25,18 @@ type Applicative[A, B, HKTA, HKTB, HKTFAB any] interface {
 	apply.Apply[A, B, HKTA, HKTB, HKTFAB]
 	pointed.Pointed[A, HKTA]
 }
+
+// ToFunctor converts from [Applicative] to [functor.Functor]
+func ToFunctor[A, B, HKTA, HKTB, HKTFAB any](ap Applicative[A, B, HKTA, HKTB, HKTFAB]) functor.Functor[A, B, HKTA, HKTB] {
+	return ap
+}
+
+// ToApply converts from [Applicative] to [apply.Apply]
+func ToApply[A, B, HKTA, HKTB, HKTFAB any](ap Applicative[A, B, HKTA, HKTB, HKTFAB]) apply.Apply[A, B, HKTA, HKTB, HKTFAB] {
+	return ap
+}
+
+// ToPointed converts from [Applicative] to [pointed.Pointed]
+func ToPointed[A, B, HKTA, HKTB, HKTFAB any](ap Applicative[A, B, HKTA, HKTB, HKTFAB]) pointed.Pointed[A, HKTA] {
+	return ap
+}
--- a/internal/apply/doc.go
+++ b/internal/apply/doc.go
@@ -15,4 +15,4 @@

 package apply

-//go:generate go run ../.. apply --count 10 --filename gen.go
+//go:generate go run ../.. apply --count 15 --filename gen.go
--- a/internal/apply/gen.go
+++ b/internal/apply/gen.go
--- a/internal/apply/testing/laws.go
+++ b/internal/apply/testing/laws.go
@@ -19,13 +19,18 @@ import (
 	"testing"

 	E "github.com/IBM/fp-go/eq"
+	"github.com/IBM/fp-go/internal/apply"
+	"github.com/IBM/fp-go/internal/functor"
 	FCT "github.com/IBM/fp-go/internal/functor/testing"
+	"github.com/IBM/fp-go/internal/pointed"
 	"github.com/stretchr/testify/assert"
 )

 // Apply associative composition law
 //
 // F.ap(F.ap(F.map(fbc, bc => ab => a => bc(ab(a))), fab), fa) <-> F.ap(fbc, F.ap(fab, fa))
+//
+// Deprecated: use [ApplyAssertAssociativeComposition] instead
 func AssertAssociativeComposition[HKTA, HKTB, HKTC, HKTAB, HKTBC, HKTAC, HKTABAC, A, B, C any](t *testing.T,
 	eq E.Eq[HKTC],

@@ -63,7 +68,49 @@ func AssertAssociativeComposition[HKTA, HKTB, HKTC, HKTAB, HKTBC, HKTAC, HKTABAC
 	}
 }

+// Apply associative composition law
+//
+// F.ap(F.ap(F.map(fbc, bc => ab => a => bc(ab(a))), fab), fa) <-> F.ap(fbc, F.ap(fab, fa))
+func ApplyAssertAssociativeComposition[HKTA, HKTB, HKTC, HKTAB, HKTBC, HKTAC, HKTABAC, A, B, C any](t *testing.T,
+	eq E.Eq[HKTC],
+
+	fofab pointed.Pointed[func(A) B, HKTAB],
+	fofbc pointed.Pointed[func(B) C, HKTBC],
+
+	fmap functor.Functor[func(B) C, func(func(A) B) func(A) C, HKTBC, HKTABAC],
+
+	fapab apply.Apply[A, B, HKTA, HKTB, HKTAB],
+	fapbc apply.Apply[B, C, HKTB, HKTC, HKTBC],
+	fapac apply.Apply[A, C, HKTA, HKTC, HKTAC],
+
+	fapabac apply.Apply[func(A) B, func(A) C, HKTAB, HKTAC, HKTABAC],
+
+	ab func(A) B,
+	bc func(B) C,
+) func(fa HKTA) bool {
+	t.Helper()
+	return func(fa HKTA) bool {
+
+		fab := fofab.Of(ab)
+		fbc := fofbc.Of(bc)
+
+		left := fapac.Ap(fa)(fapabac.Ap(fab)(fmap.Map(func(bc func(B) C) func(func(A) B) func(A) C {
+			return func(ab func(A) B) func(A) C {
+				return func(a A) C {
+					return bc(ab(a))
+				}
+			}
+		})(fbc)))
+
+		right := fapbc.Ap(fapab.Ap(fa)(fab))(fbc)
+
+		return assert.True(t, eq.Equals(left, right), "Apply associative composition")
+	}
+}
+
 // AssertLaws asserts the apply laws `identity`, `composition` and `associative composition`
+//
+// Deprecated: use [ApplyAssertLaws] instead
 func AssertLaws[HKTA, HKTB, HKTC, HKTAB, HKTBC, HKTAC, HKTABAC, A, B, C any](t *testing.T,
 	eqa E.Eq[HKTA],
 	eqc E.Eq[HKTC],
@@ -98,3 +145,36 @@ func AssertLaws[HKTA, HKTB, HKTC, HKTAB, HKTBC, HKTAC, HKTABAC, A, B, C any](t *
 		return functor(fa) && composition(fa)
 	}
 }
+
+// ApplyAssertLaws asserts the apply laws `identity`, `composition` and `associative composition`
+func ApplyAssertLaws[HKTA, HKTB, HKTC, HKTAB, HKTBC, HKTAC, HKTABAC, A, B, C any](t *testing.T,
+	eqa E.Eq[HKTA],
+	eqc E.Eq[HKTC],
+
+	fofab pointed.Pointed[func(A) B, HKTAB],
+	fofbc pointed.Pointed[func(B) C, HKTBC],
+
+	faa functor.Functor[A, A, HKTA, HKTA],
+
+	fmap functor.Functor[func(B) C, func(func(A) B) func(A) C, HKTBC, HKTABAC],
+
+	fapab apply.Apply[A, B, HKTA, HKTB, HKTAB],
+	fapbc apply.Apply[B, C, HKTB, HKTC, HKTBC],
+	fapac apply.Apply[A, C, HKTA, HKTC, HKTAC],
+
+	fapabac apply.Apply[func(A) B, func(A) C, HKTAB, HKTAC, HKTABAC],
+
+	ab func(A) B,
+	bc func(B) C,
+) func(fa HKTA) bool {
+	// mark as test helper
+	t.Helper()
+	// functor laws
+	functor := FCT.FunctorAssertLaws(t, eqa, eqc, faa, apply.ToFunctor(fapab), apply.ToFunctor(fapac), apply.ToFunctor(fapbc), ab, bc)
+	// associative composition laws
+	composition := ApplyAssertAssociativeComposition(t, eqc, fofab, fofbc, fmap, fapab, fapbc, fapac, fapabac, ab, bc)
+
+	return func(fa HKTA) bool {
+		return functor(fa) && composition(fa)
+	}
+}
--- a/internal/apply/types.go
+++ b/internal/apply/types.go
@@ -23,3 +23,8 @@ type Apply[A, B, HKTA, HKTB, HKTFAB any] interface {
 	functor.Functor[A, B, HKTA, HKTB]
 	Ap(HKTA) func(HKTFAB) HKTB
 }
+
+// ToFunctor converts from [Apply] to [functor.Functor]
+func ToFunctor[A, B, HKTA, HKTB, HKTFAB any](ap Apply[A, B, HKTA, HKTB, HKTFAB]) functor.Functor[A, B, HKTA, HKTB] {
+	return ap
+}
--- a/internal/array/array.go
+++ b/internal/array/array.go
@@ -17,6 +17,37 @@ package array

 func Slice[GA ~[]A, A any](low, high int) func(as GA) GA {
 	return func(as GA) GA {
+		length := len(as)
+
+		// Handle negative indices - count backward from the end
+		if low < 0 {
+			low = length + low
+			if low < 0 {
+				low = 0
+			}
+		}
+		if high < 0 {
+			high = length + high
+			if high < 0 {
+				high = 0
+			}
+		}
+
+		// Start index > array length: return empty array
+		if low > length {
+			return Empty[GA, A]()
+		}
+
+		// End index > array length: slice to the end
+		if high > length {
+			high = length
+		}
+
+		// Start >= end: return empty array
+		if low >= high {
+			return Empty[GA, A]()
+		}
+
 		return as[low:high]
 	}
 }
--- a/internal/bracket/bracket.go
+++ b/internal/bracket/bracket.go
@@ -13,7 +13,7 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.

-package file
+package bracket

 import (
 	F "github.com/IBM/fp-go/function"
--- a/internal/chain/testing/laws.go
+++ b/internal/chain/testing/laws.go
@@ -20,13 +20,19 @@ import (

 	E "github.com/IBM/fp-go/eq"
 	F "github.com/IBM/fp-go/function"
+	"github.com/IBM/fp-go/internal/apply"
 	L "github.com/IBM/fp-go/internal/apply/testing"
+	"github.com/IBM/fp-go/internal/chain"
+	"github.com/IBM/fp-go/internal/functor"
+	"github.com/IBM/fp-go/internal/pointed"
 	"github.com/stretchr/testify/assert"
 )

 // Chain associativity law
 //
 // F.chain(F.chain(fa, afb), bfc) <-> F.chain(fa, a => F.chain(afb(a), bfc))
+//
+// Deprecated: use [ChainAssertAssociativity] instead
 func AssertAssociativity[HKTA, HKTB, HKTC, A, B, C any](t *testing.T,
 	eq E.Eq[HKTC],

@@ -55,7 +61,40 @@ func AssertAssociativity[HKTA, HKTB, HKTC, A, B, C any](t *testing.T,
 	}
 }

+// Chain associativity law
+//
+// F.chain(F.chain(fa, afb), bfc) <-> F.chain(fa, a => F.chain(afb(a), bfc))
+func ChainAssertAssociativity[HKTA, HKTB, HKTC, HKTAB, HKTAC, HKTBC, A, B, C any](t *testing.T,
+	eq E.Eq[HKTC],
+
+	fofb pointed.Pointed[B, HKTB],
+	fofc pointed.Pointed[C, HKTC],
+
+	chainab chain.Chainable[A, B, HKTA, HKTB, HKTAB],
+	chainac chain.Chainable[A, C, HKTA, HKTC, HKTAC],
+	chainbc chain.Chainable[B, C, HKTB, HKTC, HKTBC],
+
+	ab func(A) B,
+	bc func(B) C,
+) func(fa HKTA) bool {
+	return func(fa HKTA) bool {
+
+		afb := F.Flow2(ab, fofb.Of)
+		bfc := F.Flow2(bc, fofc.Of)
+
+		left := chainbc.Chain(bfc)(chainab.Chain(afb)(fa))
+
+		right := chainac.Chain(func(a A) HKTC {
+			return chainbc.Chain(bfc)(afb(a))
+		})(fa)
+
+		return assert.True(t, eq.Equals(left, right), "Chain associativity")
+	}
+}
+
 // AssertLaws asserts the apply laws `identity`, `composition`, `associative composition` and `associativity`
+//
+// Deprecated: use [ChainAssertLaws] instead
 func AssertLaws[HKTA, HKTB, HKTC, HKTAB, HKTBC, HKTAC, HKTABAC, A, B, C any](t *testing.T,
 	eqa E.Eq[HKTA],
 	eqc E.Eq[HKTC],
@@ -95,3 +134,37 @@ func AssertLaws[HKTA, HKTB, HKTC, HKTAB, HKTBC, HKTAC, HKTABAC, A, B, C any](t *
 		return apply(fa) && associativity(fa)
 	}
 }
+
+// ChainAssertLaws asserts the apply laws `identity`, `composition`, `associative composition` and `associativity`
+func ChainAssertLaws[HKTA, HKTB, HKTC, HKTAB, HKTBC, HKTAC, HKTABAC, A, B, C any](t *testing.T,
+	eqa E.Eq[HKTA],
+	eqc E.Eq[HKTC],
+
+	fofb pointed.Pointed[B, HKTB],
+	fofc pointed.Pointed[C, HKTC],
+
+	fofab pointed.Pointed[func(A) B, HKTAB],
+	fofbc pointed.Pointed[func(B) C, HKTBC],
+
+	faa functor.Functor[A, A, HKTA, HKTA],
+
+	fmap functor.Functor[func(B) C, func(func(A) B) func(A) C, HKTBC, HKTABAC],
+
+	chainab chain.Chainable[A, B, HKTA, HKTB, HKTAB],
+	chainac chain.Chainable[A, C, HKTA, HKTC, HKTAC],
+	chainbc chain.Chainable[B, C, HKTB, HKTC, HKTBC],
+
+	fapabac apply.Apply[func(A) B, func(A) C, HKTAB, HKTAC, HKTABAC],
+
+	ab func(A) B,
+	bc func(B) C,
+) func(fa HKTA) bool {
+	// apply laws
+	apply := L.ApplyAssertLaws(t, eqa, eqc, fofab, fofbc, faa, fmap, chain.ToApply(chainab), chain.ToApply(chainbc), chain.ToApply(chainac), fapabac, ab, bc)
+	// chain laws
+	associativity := ChainAssertAssociativity(t, eqc, fofb, fofc, chainab, chainac, chainbc, ab, bc)
+
+	return func(fa HKTA) bool {
+		return apply(fa) && associativity(fa)
+	}
+}
--- a/internal/chain/types.go
+++ b/internal/chain/types.go
@@ -17,9 +17,20 @@ package chain

 import (
 	"github.com/IBM/fp-go/internal/apply"
+	"github.com/IBM/fp-go/internal/functor"
 )

 type Chainable[A, B, HKTA, HKTB, HKTFAB any] interface {
 	apply.Apply[A, B, HKTA, HKTB, HKTFAB]
 	Chain(func(A) HKTB) func(HKTA) HKTB
 }
+
+// ToFunctor converts from [Chainable] to [functor.Functor]
+func ToFunctor[A, B, HKTA, HKTB, HKTFAB any](ap Chainable[A, B, HKTA, HKTB, HKTFAB]) functor.Functor[A, B, HKTA, HKTB] {
+	return ap
+}
+
+// ToApply converts from [Chainable] to [functor.Functor]
+func ToApply[A, B, HKTA, HKTB, HKTFAB any](ap Chainable[A, B, HKTA, HKTB, HKTFAB]) apply.Apply[A, B, HKTA, HKTB, HKTFAB] {
+	return ap
+}
--- a/internal/exec/exec.go
+++ b/internal/exec/exec.go
@@ -23,7 +23,7 @@ import (

 	EX "github.com/IBM/fp-go/exec"

-	T "github.com/IBM/fp-go/tuple"
+	P "github.com/IBM/fp-go/pair"
 )

 func Exec(ctx context.Context, name string, args []string, in []byte) (EX.CommandOutput, error) {
@@ -42,5 +42,5 @@ func Exec(ctx context.Context, name string, args []string, in []byte) (EX.Comman
 		err = fmt.Errorf("command execution of [%s][%s] failed, stdout [%s], stderr [%s], cause [%w]", name, args, stdOut.String(), stdErr.String(), err)
 	}
 	// return the outputs
-	return T.MakeTuple2(stdOut.Bytes(), stdErr.Bytes()), err
+	return P.MakePair(stdOut.Bytes(), stdErr.Bytes()), err
 }
--- a/internal/functor/testing/laws.go
+++ b/internal/functor/testing/laws.go
@@ -20,12 +20,15 @@ import (

 	E "github.com/IBM/fp-go/eq"
 	F "github.com/IBM/fp-go/function"
+	"github.com/IBM/fp-go/internal/functor"
 	"github.com/stretchr/testify/assert"
 )

 // Functor identity law
 //
 // F.map(fa, a => a) <-> fa
+//
+// Deprecated: use [FunctorAssertIdentity]
 func AssertIdentity[HKTA, A any](t *testing.T, eq E.Eq[HKTA], fmap func(HKTA, func(A) A) HKTA) func(fa HKTA) bool {
 	t.Helper()
 	return func(fa HKTA) bool {
@@ -33,9 +36,28 @@ func AssertIdentity[HKTA, A any](t *testing.T, eq E.Eq[HKTA], fmap func(HKTA, fu
 	}
 }

+// Functor identity law
+//
+// F.map(fa, a => a) <-> fa
+func FunctorAssertIdentity[HKTA, A any](
+	t *testing.T,
+	eq E.Eq[HKTA],
+
+	fca functor.Functor[A, A, HKTA, HKTA],
+) func(fa HKTA) bool {
+
+	t.Helper()
+	return func(fa HKTA) bool {
+
+		return assert.True(t, eq.Equals(fa, fca.Map(F.Identity[A])(fa)), "Functor identity law")
+	}
+}
+
 // Functor composition law
 //
 // F.map(fa, a => bc(ab(a))) <-> F.map(F.map(fa, ab), bc)
+//
+// Deprecated: use [FunctorAssertComposition] instead
 func AssertComposition[HKTA, HKTB, HKTC, A, B, C any](
 	t *testing.T,

@@ -53,7 +75,30 @@ func AssertComposition[HKTA, HKTB, HKTC, A, B, C any](
 	}
 }

+// Functor composition law
+//
+// F.map(fa, a => bc(ab(a))) <-> F.map(F.map(fa, ab), bc)
+func FunctorAssertComposition[HKTA, HKTB, HKTC, A, B, C any](
+	t *testing.T,
+
+	eq E.Eq[HKTC],
+
+	fab functor.Functor[A, B, HKTA, HKTB],
+	fac functor.Functor[A, C, HKTA, HKTC],
+	fbc functor.Functor[B, C, HKTB, HKTC],
+
+	ab func(A) B,
+	bc func(B) C,
+) func(fa HKTA) bool {
+	t.Helper()
+	return func(fa HKTA) bool {
+		return assert.True(t, eq.Equals(fac.Map(F.Flow2(ab, bc))(fa), fbc.Map(bc)(fab.Map(ab)(fa))), "Functor composition law")
+	}
+}
+
 // AssertLaws asserts the functor laws `identity` and `composition`
+//
+// Deprecated: use [FunctorAssertLaws] instead
 func AssertLaws[HKTA, HKTB, HKTC, A, B, C any](t *testing.T,
 	eqa E.Eq[HKTA],
 	eqc E.Eq[HKTC],
@@ -62,6 +107,7 @@ func AssertLaws[HKTA, HKTB, HKTC, A, B, C any](t *testing.T,
 	fab func(HKTA, func(A) B) HKTB,
 	fac func(HKTA, func(A) C) HKTC,
 	fbc func(HKTB, func(B) C) HKTC,
+
 	ab func(A) B,
 	bc func(B) C,
 ) func(fa HKTA) bool {
@@ -73,3 +119,25 @@ func AssertLaws[HKTA, HKTB, HKTC, A, B, C any](t *testing.T,
 		return identity(fa) && composition(fa)
 	}
 }
+
+// FunctorAssertLaws asserts the functor laws `identity` and `composition`
+func FunctorAssertLaws[HKTA, HKTB, HKTC, A, B, C any](t *testing.T,
+	eqa E.Eq[HKTA],
+	eqc E.Eq[HKTC],
+
+	faa functor.Functor[A, A, HKTA, HKTA],
+	fab functor.Functor[A, B, HKTA, HKTB],
+	fac functor.Functor[A, C, HKTA, HKTC],
+	fbc functor.Functor[B, C, HKTB, HKTC],
+
+	ab func(A) B,
+	bc func(B) C,
+) func(fa HKTA) bool {
+	t.Helper()
+	identity := FunctorAssertIdentity(t, eqa, faa)
+	composition := FunctorAssertComposition(t, eqc, fab, fac, fbc, ab, bc)
+
+	return func(fa HKTA) bool {
+		return identity(fa) && composition(fa)
+	}
+}
--- a/internal/monad/monad.go
+++ b/internal/monad/monad.go
@@ -17,10 +17,38 @@ package monad

 import (
 	"github.com/IBM/fp-go/internal/applicative"
+	"github.com/IBM/fp-go/internal/apply"
 	"github.com/IBM/fp-go/internal/chain"
+	"github.com/IBM/fp-go/internal/functor"
+	"github.com/IBM/fp-go/internal/pointed"
 )

 type Monad[A, B, HKTA, HKTB, HKTFAB any] interface {
 	applicative.Applicative[A, B, HKTA, HKTB, HKTFAB]
 	chain.Chainable[A, B, HKTA, HKTB, HKTFAB]
 }
+
+// ToFunctor converts from [Monad] to [functor.Functor]
+func ToFunctor[A, B, HKTA, HKTB, HKTFAB any](ap Monad[A, B, HKTA, HKTB, HKTFAB]) functor.Functor[A, B, HKTA, HKTB] {
+	return ap
+}
+
+// ToApply converts from [Monad] to [apply.Apply]
+func ToApply[A, B, HKTA, HKTB, HKTFAB any](ap Monad[A, B, HKTA, HKTB, HKTFAB]) apply.Apply[A, B, HKTA, HKTB, HKTFAB] {
+	return ap
+}
+
+// ToPointed converts from [Monad] to [pointed.Pointed]
+func ToPointed[A, B, HKTA, HKTB, HKTFAB any](ap Monad[A, B, HKTA, HKTB, HKTFAB]) pointed.Pointed[A, HKTA] {
+	return ap
+}
+
+// ToApplicative converts from [Monad] to [applicative.Applicative]
+func ToApplicative[A, B, HKTA, HKTB, HKTFAB any](ap Monad[A, B, HKTA, HKTB, HKTFAB]) applicative.Applicative[A, B, HKTA, HKTB, HKTFAB] {
+	return ap
+}
+
+// ToChainable converts from [Monad] to [chain.Chainable]
+func ToChainable[A, B, HKTA, HKTB, HKTFAB any](ap Monad[A, B, HKTA, HKTB, HKTFAB]) chain.Chainable[A, B, HKTA, HKTB, HKTFAB] {
+	return ap
+}
--- a/internal/monad/testing/laws.go
+++ b/internal/monad/testing/laws.go
@@ -19,14 +19,21 @@ import (
 	"testing"

 	E "github.com/IBM/fp-go/eq"
+	"github.com/IBM/fp-go/internal/applicative"
 	LA "github.com/IBM/fp-go/internal/applicative/testing"
+	"github.com/IBM/fp-go/internal/chain"
 	LC "github.com/IBM/fp-go/internal/chain/testing"
+	"github.com/IBM/fp-go/internal/functor"
+	"github.com/IBM/fp-go/internal/monad"
+	"github.com/IBM/fp-go/internal/pointed"
 	"github.com/stretchr/testify/assert"
 )

 // Apply monad left identity law
 //
 // M.chain(M.of(a), f) <-> f(a)
+//
+// Deprecated: use [MonadAssertLeftIdentity] instead
 func AssertLeftIdentity[HKTA, HKTB, A, B any](t *testing.T,
 	eq E.Eq[HKTB],

@@ -50,9 +57,36 @@ func AssertLeftIdentity[HKTA, HKTB, A, B any](t *testing.T,
 	}
 }

+// Apply monad left identity law
+//
+// M.chain(M.of(a), f) <-> f(a)
+func MonadAssertLeftIdentity[HKTA, HKTB, HKTFAB, A, B any](t *testing.T,
+	eq E.Eq[HKTB],
+
+	fofb pointed.Pointed[B, HKTB],
+
+	ma monad.Monad[A, B, HKTA, HKTB, HKTFAB],
+
+	ab func(A) B,
+) func(a A) bool {
+	return func(a A) bool {
+
+		f := func(a A) HKTB {
+			return fofb.Of(ab(a))
+		}
+
+		left := ma.Chain(f)(ma.Of(a))
+		right := f(a)
+
+		return assert.True(t, eq.Equals(left, right), "Monad left identity")
+	}
+}
+
 // Apply monad right identity law
 //
 // M.chain(fa, M.of) <-> fa
+//
+// Deprecated: use [MonadAssertRightIdentity] instead
 func AssertRightIdentity[HKTA, A any](t *testing.T,
 	eq E.Eq[HKTA],

@@ -69,7 +103,27 @@ func AssertRightIdentity[HKTA, A any](t *testing.T,
 	}
 }

+// Apply monad right identity law
+//
+// M.chain(fa, M.of) <-> fa
+func MonadAssertRightIdentity[HKTA, HKTAA, A any](t *testing.T,
+	eq E.Eq[HKTA],
+
+	ma monad.Monad[A, A, HKTA, HKTA, HKTAA],
+
+) func(fa HKTA) bool {
+	return func(fa HKTA) bool {
+
+		left := ma.Chain(ma.Of)(fa)
+		right := fa
+
+		return assert.True(t, eq.Equals(left, right), "Monad right identity")
+	}
+}
+
 // AssertLaws asserts the apply laws `identity`, `composition`, `associative composition`, 'applicative identity', 'homomorphism', 'interchange', `associativity`, `left identity`, `right identity`
+//
+// Deprecated: use [MonadAssertLaws] instead
 func AssertLaws[HKTA, HKTB, HKTC, HKTAA, HKTAB, HKTBC, HKTAC, HKTABB, HKTABAC, A, B, C any](t *testing.T,
 	eqa E.Eq[HKTA],
 	eqb E.Eq[HKTB],
@@ -120,3 +174,55 @@ func AssertLaws[HKTA, HKTB, HKTC, HKTAA, HKTAB, HKTBC, HKTAC, HKTABB, HKTABAC, A
 		return applicative(a) && chain(fa) && leftIdentity(a) && rightIdentity(fa)
 	}
 }
+
+// MonadAssertLaws asserts the apply laws `identity`, `composition`, `associative composition`, 'applicative identity', 'homomorphism', 'interchange', `associativity`, `left identity`, `right identity`
+func MonadAssertLaws[HKTA, HKTB, HKTC, HKTAA, HKTAB, HKTBC, HKTAC, HKTABB, HKTABAC, A, B, C any](t *testing.T,
+	eqa E.Eq[HKTA],
+	eqb E.Eq[HKTB],
+	eqc E.Eq[HKTC],
+
+	fofc pointed.Pointed[C, HKTC],
+	fofaa pointed.Pointed[func(A) A, HKTAA],
+	fofbc pointed.Pointed[func(B) C, HKTBC],
+	fofabb pointed.Pointed[func(func(A) B) B, HKTABB],
+
+	fmap functor.Functor[func(B) C, func(func(A) B) func(A) C, HKTBC, HKTABAC],
+
+	fapabb applicative.Applicative[func(A) B, B, HKTAB, HKTB, HKTABB],
+	fapabac applicative.Applicative[func(A) B, func(A) C, HKTAB, HKTAC, HKTABAC],
+
+	maa monad.Monad[A, A, HKTA, HKTA, HKTAA],
+	mab monad.Monad[A, B, HKTA, HKTB, HKTAB],
+	mac monad.Monad[A, C, HKTA, HKTC, HKTAC],
+	mbc monad.Monad[B, C, HKTB, HKTC, HKTBC],
+
+	ab func(A) B,
+	bc func(B) C,
+) func(a A) bool {
+	// derivations
+	fofa := monad.ToPointed(maa)
+	fofb := monad.ToPointed(mbc)
+	fofab := applicative.ToPointed(fapabb)
+	fapaa := monad.ToApplicative(maa)
+	fapab := monad.ToApplicative(mab)
+	chainab := monad.ToChainable(mab)
+	chainac := monad.ToChainable(mac)
+	chainbc := monad.ToChainable(mbc)
+	fapbc := chain.ToApply(chainbc)
+	fapac := chain.ToApply(chainac)
+
+	faa := monad.ToFunctor(maa)
+
+	// applicative laws
+	apLaw := LA.ApplicativeAssertLaws(t, eqa, eqb, eqc, fofb, fofaa, fofbc, fofabb, faa, fmap, fapaa, fapab, fapbc, fapac, fapabb, fapabac, ab, bc)
+	// chain laws
+	chainLaw := LC.ChainAssertLaws(t, eqa, eqc, fofb, fofc, fofab, fofbc, faa, fmap, chainab, chainac, chainbc, applicative.ToApply(fapabac), ab, bc)
+	// monad laws
+	leftIdentity := MonadAssertLeftIdentity(t, eqb, fofb, mab, ab)
+	rightIdentity := MonadAssertRightIdentity(t, eqa, maa)
+
+	return func(a A) bool {
+		fa := fofa.Of(a)
+		return apLaw(a) && chainLaw(fa) && leftIdentity(a) && rightIdentity(fa)
+	}
+}
--- a/internal/statet/state.go
+++ b/internal/statet/state.go
@@ -0,0 +1,198 @@
+// Copyright (c) 2024 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 state
+
+import (
+	F "github.com/IBM/fp-go/function"
+	P "github.com/IBM/fp-go/pair"
+)
+
+func Of[
+	HKTSA ~func(S) HKTA,
+	HKTA,
+	S, A any,
+](
+	fof func(P.Pair[A, S]) HKTA,
+
+	a A) HKTSA {
+
+	return F.Flow2(
+		F.Bind1st(P.MakePair[A, S], a),
+		fof,
+	)
+}
+
+func MonadMap[
+	HKTSA ~func(S) HKTA,
+	HKTSB ~func(S) HKTB,
+	HKTA,
+	HKTB,
+	S, A, B any,
+](
+	fmap func(HKTA, func(P.Pair[A, S]) P.Pair[B, S]) HKTB,
+
+	fa HKTSA,
+	f func(A) B,
+) HKTSB {
+
+	return F.Flow2(
+		fa,
+		F.Bind2nd(fmap, P.Map[S](f)),
+	)
+}
+
+func Map[
+	HKTSA ~func(S) HKTA,
+	HKTSB ~func(S) HKTB,
+	HKTA,
+	HKTB,
+	S, A, B any,
+](
+	fmap func(func(P.Pair[A, S]) P.Pair[B, S]) func(HKTA) HKTB,
+
+	f func(A) B,
+) func(HKTSA) HKTSB {
+	mp := fmap(P.Map[S](f))
+
+	return func(fa HKTSA) HKTSB {
+		return F.Flow2(
+			fa,
+			mp,
+		)
+	}
+}
+
+func MonadChain[
+	HKTSA ~func(S) HKTA,
+	HKTSB ~func(S) HKTB,
+	HKTA,
+	HKTB,
+	S, A any,
+](
+	fchain func(HKTA, func(P.Pair[A, S]) HKTB) HKTB,
+
+	fa HKTSA,
+	f func(A) HKTSB,
+) HKTSB {
+	return F.Flow2(
+		fa,
+		F.Bind2nd(fchain, func(a P.Pair[A, S]) HKTB {
+			return f(P.Head(a))(P.Tail(a))
+		}),
+	)
+}
+
+func Chain[
+	HKTSA ~func(S) HKTA,
+	HKTSB ~func(S) HKTB,
+	HKTA,
+	HKTB,
+	S, A any,
+](
+	fchain func(func(P.Pair[A, S]) HKTB) func(HKTA) HKTB,
+
+	f func(A) HKTSB,
+) func(HKTSA) HKTSB {
+	mp := fchain(func(a P.Pair[A, S]) HKTB {
+		return f(P.Head(a))(P.Tail(a))
+	})
+
+	return func(fa HKTSA) HKTSB {
+		return F.Flow2(
+			fa,
+			mp,
+		)
+	}
+}
+
+func MonadAp[
+	HKTSA ~func(S) HKTA,
+	HKTSB ~func(S) HKTB,
+	HKTSAB ~func(S) HKTAB,
+	HKTA,
+	HKTB,
+	HKTAB,
+
+	S, A, B any,
+](
+	fmap func(HKTA, func(P.Pair[A, S]) P.Pair[B, S]) HKTB,
+	fchain func(HKTAB, func(P.Pair[func(A) B, S]) HKTB) HKTB,
+
+	fab HKTSAB,
+	fa HKTSA,
+) HKTSB {
+	return func(s S) HKTB {
+		return fchain(fab(s), func(ab P.Pair[func(A) B, S]) HKTB {
+			return fmap(fa(P.Tail(ab)), P.Map[S](P.Head(ab)))
+		})
+	}
+}
+
+func Ap[
+	HKTSA ~func(S) HKTA,
+	HKTSB ~func(S) HKTB,
+	HKTSAB ~func(S) HKTAB,
+	HKTA,
+	HKTB,
+	HKTAB,
+
+	S, A, B any,
+](
+	fmap func(func(P.Pair[A, S]) P.Pair[B, S]) func(HKTA) HKTB,
+	fchain func(func(P.Pair[func(A) B, S]) HKTB) func(HKTAB) HKTB,
+
+	fa HKTSA,
+) func(HKTSAB) HKTSB {
+	return func(fab HKTSAB) HKTSB {
+		return F.Flow2(
+			fab,
+			fchain(func(ab P.Pair[func(A) B, S]) HKTB {
+				return fmap(P.Map[S](P.Head(ab)))(fa(P.Tail(ab)))
+			}),
+		)
+	}
+}
+
+func FromF[
+	HKTSA ~func(S) HKTA,
+	HKTA,
+
+	HKTFA,
+
+	S, A any,
+](
+	fmap func(HKTFA, func(A) P.Pair[A, S]) HKTA,
+	ma HKTFA) HKTSA {
+
+	f1 := F.Bind1st(fmap, ma)
+
+	return func(s S) HKTA {
+		return f1(F.Bind2nd(P.MakePair[A, S], s))
+	}
+}
+
+func FromState[
+	HKTSA ~func(S) HKTA,
+	ST ~func(S) P.Pair[A, S],
+	HKTA,
+
+	S, A any,
+](
+	fof func(P.Pair[A, S]) HKTA,
+	sa ST,
+) HKTSA {
+	return F.Flow2(sa, fof)
+}
--- a/internal/testing/sequence.go
+++ b/internal/testing/sequence.go
@@ -0,0 +1,183 @@
+// 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 testing
+
+import (
+	"fmt"
+	"testing"
+
+	EQ "github.com/IBM/fp-go/eq"
+	F "github.com/IBM/fp-go/function"
+	"github.com/IBM/fp-go/internal/functor"
+	"github.com/IBM/fp-go/internal/pointed"
+	"github.com/stretchr/testify/assert"
+)
+
+// SequenceArrayTest tests if the sequence operation works in case the operation cannot error
+func SequenceArrayTest[
+	HKTA,
+	HKTB,
+	HKTAA any, // HKT[[]A]
+](
+	eq EQ.Eq[HKTB],
+
+	pa pointed.Pointed[string, HKTA],
+	pb pointed.Pointed[bool, HKTB],
+	faa functor.Functor[[]string, bool, HKTAA, HKTB],
+	seq func([]HKTA) HKTAA,
+) func(count int) func(t *testing.T) {
+
+	return func(count int) func(t *testing.T) {
+
+		exp := make([]string, count)
+		good := make([]HKTA, count)
+		for i := 0; i < count; i++ {
+			val := fmt.Sprintf("TestData %d", i)
+			exp[i] = val
+			good[i] = pa.Of(val)
+		}
+
+		return func(t *testing.T) {
+			res := F.Pipe2(
+				good,
+				seq,
+				faa.Map(func(act []string) bool {
+					return assert.Equal(t, exp, act)
+				}),
+			)
+			assert.True(t, eq.Equals(res, pb.Of(true)))
+		}
+	}
+}
+
+// SequenceArrayErrorTest tests if the sequence operation works in case the operation can error
+func SequenceArrayErrorTest[
+	HKTA,
+	HKTB,
+	HKTAA any, // HKT[[]A]
+](
+	eq EQ.Eq[HKTB],
+
+	left func(error) HKTA,
+	leftB func(error) HKTB,
+	pa pointed.Pointed[string, HKTA],
+	pb pointed.Pointed[bool, HKTB],
+	faa functor.Functor[[]string, bool, HKTAA, HKTB],
+	seq func([]HKTA) HKTAA,
+) func(count int) func(t *testing.T) {
+
+	return func(count int) func(t *testing.T) {
+
+		expGood := make([]string, count)
+		good := make([]HKTA, count)
+		expBad := make([]error, count)
+		bad := make([]HKTA, count)
+
+		for i := 0; i < count; i++ {
+			goodVal := fmt.Sprintf("TestData %d", i)
+			badVal := fmt.Errorf("ErrorData %d", i)
+			expGood[i] = goodVal
+			good[i] = pa.Of(goodVal)
+			expBad[i] = badVal
+			bad[i] = left(badVal)
+		}
+
+		total := 1 << count
+
+		return func(t *testing.T) {
+			// test the good case
+			res := F.Pipe2(
+				good,
+				seq,
+				faa.Map(func(act []string) bool {
+					return assert.Equal(t, expGood, act)
+				}),
+			)
+			assert.True(t, eq.Equals(res, pb.Of(true)))
+			// iterate and test the bad cases
+			for i := 1; i < total; i++ {
+				// run the test
+				t.Run(fmt.Sprintf("Bitmask test %d", i), func(t1 *testing.T) {
+					// the actual
+					act := make([]HKTA, count)
+					// the expected error
+					var exp error
+					// prepare the values bases on the bit mask
+					mask := 1
+					for j := 0; j < count; j++ {
+						if (i & mask) == 0 {
+							act[j] = good[j]
+						} else {
+							act[j] = bad[j]
+							if exp == nil {
+								exp = expBad[j]
+							}
+						}
+						mask <<= 1
+					}
+					// test the good case
+					res := F.Pipe2(
+						act,
+						seq,
+						faa.Map(func(act []string) bool {
+							return assert.Equal(t, expGood, act)
+						}),
+					)
+					// validate the error
+					assert.True(t, eq.Equals(res, leftB(exp)))
+				})
+			}
+		}
+	}
+}
+
+// SequenceRecordTest tests if the sequence operation works in case the operation cannot error
+func SequenceRecordTest[
+	HKTA,
+	HKTB,
+	HKTAA any, // HKT[map[string]string]
+](
+	eq EQ.Eq[HKTB],
+
+	pa pointed.Pointed[string, HKTA],
+	pb pointed.Pointed[bool, HKTB],
+	faa functor.Functor[map[string]string, bool, HKTAA, HKTB],
+	seq func(map[string]HKTA) HKTAA,
+) func(count int) func(t *testing.T) {
+
+	return func(count int) func(t *testing.T) {
+
+		exp := make(map[string]string)
+		good := make(map[string]HKTA)
+		for i := 0; i < count; i++ {
+			key := fmt.Sprintf("KeyData %d", i)
+			val := fmt.Sprintf("ValueData %d", i)
+			exp[key] = val
+			good[key] = pa.Of(val)
+		}
+
+		return func(t *testing.T) {
+			res := F.Pipe2(
+				good,
+				seq,
+				faa.Map(func(act map[string]string) bool {
+					return assert.Equal(t, exp, act)
+				}),
+			)
+			assert.True(t, eq.Equals(res, pb.Of(true)))
+		}
+	}
+}
--- a/io/eq.go
+++ b/io/eq.go
@@ -24,3 +24,8 @@ import (
 func Eq[A any](e EQ.Eq[A]) EQ.Eq[IO[A]] {
 	return G.Eq[IO[A]](e)
 }
+
+// FromStrictEquals constructs an [EQ.Eq] from the canonical comparison function
+func FromStrictEquals[A comparable]() EQ.Eq[IO[A]] {
+	return G.FromStrictEquals[IO[A]]()
+}
--- a/io/functor.go
+++ b/io/functor.go
@@ -0,0 +1,26 @@
+// Copyright (c) 2024 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 io
+
+import (
+	"github.com/IBM/fp-go/internal/functor"
+	G "github.com/IBM/fp-go/io/generic"
+)
+
+// Functor returns the monadic operations for [IO]
+func Functor[A, B any]() functor.Functor[A, B, IO[A], IO[B]] {
+	return G.Functor[A, B, IO[A], IO[B]]()
+}
--- a/io/gen.go
+++ b/io/gen.go
@@ -1,6 +1,6 @@
 // Code generated by go generate; DO NOT EDIT.
 // This file was generated by robots at
-// 2023-10-23 08:30:56.7105551 +0200 CEST m=+0.011255201
+// 2024-02-29 16:19:10.2607969 +0100 CET m=+0.024787801

 package io

--- a/io/generic/ap.go
+++ b/io/generic/ap.go
@@ -27,16 +27,11 @@ const (

 // MonadApSeq implements the applicative on a single thread by first executing mab and the ma
 func MonadApSeq[GA ~func() A, GB ~func() B, GAB ~func() func(A) B, A, B any](mab GAB, ma GA) GB {
-	return MakeIO[GB](func() B {
-		return F.Pipe1(
-			ma(),
-			mab(),
-		)
-	})
+	return MonadChain(mab, F.Bind1st(MonadMap[GA, GB], ma))
 }

 // MonadApPar implements the applicative on two threads, the main thread executes mab and the actuall
-// apply operation and the second thred computes ma. Communication between the threads happens via a channel
+// apply operation and the second thread computes ma. Communication between the threads happens via a channel
 func MonadApPar[GA ~func() A, GB ~func() B, GAB ~func() func(A) B, A, B any](mab GAB, ma GA) GB {
 	return MakeIO[GB](func() B {
 		c := make(chan A)
--- a/io/generic/eq.go
+++ b/io/generic/eq.go
@@ -33,3 +33,8 @@ func Eq[GA ~func() A, A any](e EQ.Eq[A]) EQ.Eq[GA] {
 		return eq(l, r)()
 	})
 }
+
+// FromStrictEquals constructs an [EQ.Eq] from the canonical comparison function
+func FromStrictEquals[GA ~func() A, A comparable]() EQ.Eq[GA] {
+	return Eq[GA](EQ.FromStrictEquals[A]())
+}
--- a/io/generic/functor.go
+++ b/io/generic/functor.go
@@ -0,0 +1,31 @@
+// Copyright (c) 2024 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 generic
+
+import (
+	"github.com/IBM/fp-go/internal/functor"
+)
+
+type ioFunctor[A, B any, GA ~func() A, GB ~func() B] struct{}
+
+func (o *ioFunctor[A, B, GA, GB]) Map(f func(A) B) func(GA) GB {
+	return Map[GA, GB, A, B](f)
+}
+
+// Functor implements the functoric operations for [IO]
+func Functor[A, B any, GA ~func() A, GB ~func() B]() functor.Functor[A, B, GA, GB] {
+	return &ioFunctor[A, B, GA, GB]{}
+}
--- a/io/generic/gen.go
+++ b/io/generic/gen.go
@@ -1,6 +1,6 @@
 // Code generated by go generate; DO NOT EDIT.
 // This file was generated by robots at
-// 2023-10-23 08:30:56.7105551 +0200 CEST m=+0.011255201
+// 2024-02-29 16:19:10.2613281 +0100 CET m=+0.025319001
 package generic

 import (
--- a/io/generic/pointed.go
+++ b/io/generic/pointed.go
@@ -0,0 +1,31 @@
+// Copyright (c) 2024 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 generic
+
+import (
+	"github.com/IBM/fp-go/internal/pointed"
+)
+
+type ioPointed[A any, GA ~func() A] struct{}
+
+func (o *ioPointed[A, GA]) Of(a A) GA {
+	return Of[GA, A](a)
+}
+
+// Pointed implements the pointedic operations for [IO]
+func Pointed[A any, GA ~func() A]() pointed.Pointed[A, GA] {
+	return &ioPointed[A, GA]{}
+}
--- a/io/generic/traverse.go
+++ b/io/generic/traverse.go
@@ -32,6 +32,28 @@ func MonadTraverseArray[GB ~func() B, GBS ~func() BBS, AAS ~[]A, BBS ~[]B, A, B
 	)
 }

+func MonadTraverseArraySeq[GB ~func() B, GBS ~func() BBS, AAS ~[]A, BBS ~[]B, A, B any](tas AAS, f func(A) GB) GBS {
+	return RA.MonadTraverse(
+		Of[GBS, BBS],
+		Map[GBS, func() func(B) BBS, BBS, func(B) BBS],
+		ApSeq[GBS, func() func(B) BBS, GB],
+
+		tas,
+		f,
+	)
+}
+
+func MonadTraverseArrayPar[GB ~func() B, GBS ~func() BBS, AAS ~[]A, BBS ~[]B, A, B any](tas AAS, f func(A) GB) GBS {
+	return RA.MonadTraverse(
+		Of[GBS, BBS],
+		Map[GBS, func() func(B) BBS, BBS, func(B) BBS],
+		ApPar[GBS, func() func(B) BBS, GB],
+
+		tas,
+		f,
+	)
+}
+
 func TraverseArray[GB ~func() B, GBS ~func() BBS, AAS ~[]A, BBS ~[]B, A, B any](f func(A) GB) func(AAS) GBS {
 	return RA.Traverse[AAS](
 		Of[GBS, BBS],
@@ -42,6 +64,26 @@ func TraverseArray[GB ~func() B, GBS ~func() BBS, AAS ~[]A, BBS ~[]B, A, B any](
 	)
 }

+func TraverseArraySeq[GB ~func() B, GBS ~func() BBS, AAS ~[]A, BBS ~[]B, A, B any](f func(A) GB) func(AAS) GBS {
+	return RA.Traverse[AAS](
+		Of[GBS, BBS],
+		Map[GBS, func() func(B) BBS, BBS, func(B) BBS],
+		ApSeq[GBS, func() func(B) BBS, GB],
+
+		f,
+	)
+}
+
+func TraverseArrayPar[GB ~func() B, GBS ~func() BBS, AAS ~[]A, BBS ~[]B, A, B any](f func(A) GB) func(AAS) GBS {
+	return RA.Traverse[AAS](
+		Of[GBS, BBS],
+		Map[GBS, func() func(B) BBS, BBS, func(B) BBS],
+		ApPar[GBS, func() func(B) BBS, GB],
+
+		f,
+	)
+}
+
 func TraverseArrayWithIndex[GB ~func() B, GBS ~func() BBS, AAS ~[]A, BBS ~[]B, A, B any](f func(int, A) GB) func(AAS) GBS {
 	return RA.TraverseWithIndex[AAS](
 		Of[GBS, BBS],
@@ -52,10 +94,38 @@ func TraverseArrayWithIndex[GB ~func() B, GBS ~func() BBS, AAS ~[]A, BBS ~[]B, A
 	)
 }

+func TraverseArrayWithIndexSeq[GB ~func() B, GBS ~func() BBS, AAS ~[]A, BBS ~[]B, A, B any](f func(int, A) GB) func(AAS) GBS {
+	return RA.TraverseWithIndex[AAS](
+		Of[GBS, BBS],
+		Map[GBS, func() func(B) BBS, BBS, func(B) BBS],
+		ApSeq[GBS, func() func(B) BBS, GB],
+
+		f,
+	)
+}
+
+func TraverseArrayWithIndexPar[GB ~func() B, GBS ~func() BBS, AAS ~[]A, BBS ~[]B, A, B any](f func(int, A) GB) func(AAS) GBS {
+	return RA.TraverseWithIndex[AAS](
+		Of[GBS, BBS],
+		Map[GBS, func() func(B) BBS, BBS, func(B) BBS],
+		ApPar[GBS, func() func(B) BBS, GB],
+
+		f,
+	)
+}
+
 func SequenceArray[GA ~func() A, GAS ~func() AAS, AAS ~[]A, GAAS ~[]GA, A any](tas GAAS) GAS {
 	return MonadTraverseArray[GA, GAS](tas, F.Identity[GA])
 }

+func SequenceArraySeq[GA ~func() A, GAS ~func() AAS, AAS ~[]A, GAAS ~[]GA, A any](tas GAAS) GAS {
+	return MonadTraverseArraySeq[GA, GAS](tas, F.Identity[GA])
+}
+
+func SequenceArrayPar[GA ~func() A, GAS ~func() AAS, AAS ~[]A, GAAS ~[]GA, A any](tas GAAS) GAS {
+	return MonadTraverseArrayPar[GA, GAS](tas, F.Identity[GA])
+}
+
 // MonadTraverseRecord transforms a record using an IO transform an IO of a record
 func MonadTraverseRecord[GBS ~func() MB, MA ~map[K]A, GB ~func() B, MB ~map[K]B, K comparable, A, B any](ma MA, f func(A) GB) GBS {
 	return RR.MonadTraverse[MA](
@@ -89,3 +159,71 @@ func TraverseRecordWithIndex[GB ~func() B, GBS ~func() MB, MA ~map[K]A, MB ~map[
 func SequenceRecord[GA ~func() A, GAS ~func() AAS, AAS ~map[K]A, GAAS ~map[K]GA, K comparable, A any](tas GAAS) GAS {
 	return MonadTraverseRecord[GAS](tas, F.Identity[GA])
 }
+
+// MonadTraverseRecordSeq transforms a record using an IO transform an IO of a record
+func MonadTraverseRecordSeq[GBS ~func() MB, MA ~map[K]A, GB ~func() B, MB ~map[K]B, K comparable, A, B any](ma MA, f func(A) GB) GBS {
+	return RR.MonadTraverse[MA](
+		Of[GBS, MB],
+		Map[GBS, func() func(B) MB, MB, func(B) MB],
+		ApSeq[GBS, func() func(B) MB, GB],
+		ma, f,
+	)
+}
+
+// TraverseRecordSeq transforms a record using an IO transform an IO of a record
+func TraverseRecordSeq[GBS ~func() MB, MA ~map[K]A, GB ~func() B, MB ~map[K]B, K comparable, A, B any](f func(A) GB) func(MA) GBS {
+	return RR.Traverse[MA](
+		Of[GBS, MB],
+		Map[GBS, func() func(B) MB, MB, func(B) MB],
+		ApSeq[GBS, func() func(B) MB, GB],
+		f,
+	)
+}
+
+// TraverseRecordWithIndexSeq transforms a record using an IO transform an IO of a record
+func TraverseRecordWithIndexSeq[GB ~func() B, GBS ~func() MB, MA ~map[K]A, MB ~map[K]B, K comparable, A, B any](f func(K, A) GB) func(MA) GBS {
+	return RR.TraverseWithIndex[MA](
+		Of[GBS, MB],
+		Map[GBS, func() func(B) MB, MB, func(B) MB],
+		ApSeq[GBS, func() func(B) MB, GB],
+		f,
+	)
+}
+
+func SequenceRecordSeq[GA ~func() A, GAS ~func() AAS, AAS ~map[K]A, GAAS ~map[K]GA, K comparable, A any](tas GAAS) GAS {
+	return MonadTraverseRecordSeq[GAS](tas, F.Identity[GA])
+}
+
+// MonadTraverseRecordPar transforms a record using an IO transform an IO of a record
+func MonadTraverseRecordPar[GBS ~func() MB, MA ~map[K]A, GB ~func() B, MB ~map[K]B, K comparable, A, B any](ma MA, f func(A) GB) GBS {
+	return RR.MonadTraverse[MA](
+		Of[GBS, MB],
+		Map[GBS, func() func(B) MB, MB, func(B) MB],
+		ApPar[GBS, func() func(B) MB, GB],
+		ma, f,
+	)
+}
+
+// TraverseRecordPar transforms a record using an IO transform an IO of a record
+func TraverseRecordPar[GBS ~func() MB, MA ~map[K]A, GB ~func() B, MB ~map[K]B, K comparable, A, B any](f func(A) GB) func(MA) GBS {
+	return RR.Traverse[MA](
+		Of[GBS, MB],
+		Map[GBS, func() func(B) MB, MB, func(B) MB],
+		ApPar[GBS, func() func(B) MB, GB],
+		f,
+	)
+}
+
+// TraverseRecordWithIndexPar transforms a record using an IO transform an IO of a record
+func TraverseRecordWithIndexPar[GB ~func() B, GBS ~func() MB, MA ~map[K]A, MB ~map[K]B, K comparable, A, B any](f func(K, A) GB) func(MA) GBS {
+	return RR.TraverseWithIndex[MA](
+		Of[GBS, MB],
+		Map[GBS, func() func(B) MB, MB, func(B) MB],
+		ApPar[GBS, func() func(B) MB, GB],
+		f,
+	)
+}
+
+func SequenceRecordPar[GA ~func() A, GAS ~func() AAS, AAS ~map[K]A, GAAS ~map[K]GA, K comparable, A any](tas GAAS) GAS {
+	return MonadTraverseRecordPar[GAS](tas, F.Identity[GA])
+}
--- a/io/pointed.go
+++ b/io/pointed.go
@@ -0,0 +1,26 @@
+// Copyright (c) 2024 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 io
+
+import (
+	"github.com/IBM/fp-go/internal/pointed"
+	G "github.com/IBM/fp-go/io/generic"
+)
+
+// Pointed returns the monadic operations for [IO]
+func Pointed[A any]() pointed.Pointed[A, IO[A]] {
+	return G.Pointed[A, IO[A]]()
+}
--- a/io/sequence_test.go
+++ b/io/sequence_test.go
@@ -0,0 +1,65 @@
+// 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 io
+
+import (
+	"fmt"
+
+	A "github.com/IBM/fp-go/array"
+	F "github.com/IBM/fp-go/function"
+	TST "github.com/IBM/fp-go/internal/testing"
+	"github.com/stretchr/testify/assert"
+
+	"testing"
+)
+
+func TestMapSeq(t *testing.T) {
+	var results []string
+
+	handler := func(value string) IO[string] {
+		return func() string {
+			results = append(results, value)
+			return value
+		}
+	}
+
+	src := A.From("a", "b", "c")
+
+	res := F.Pipe2(
+		src,
+		TraverseArraySeq(handler),
+		Map(func(data []string) bool {
+			return assert.Equal(t, data, results)
+		}),
+	)
+
+	assert.True(t, res())
+}
+
+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))
+	}
+}
--- a/io/traverse.go
+++ b/io/traverse.go
@@ -60,3 +60,45 @@ func TraverseRecordWithIndex[K comparable, A, B any](f func(K, A) IO[B]) func(ma
 func SequenceRecord[K comparable, A any](tas map[K]IO[A]) IO[map[K]A] {
 	return G.SequenceRecord[IO[A], IO[map[K]A]](tas)
 }
+
+func MonadTraverseArraySeq[A, B any](tas []A, f func(A) IO[B]) IO[[]B] {
+	return G.MonadTraverseArraySeq[IO[B], IO[[]B]](tas, f)
+}
+
+// TraverseArraySeq applies a function returning an [IO] to all elements in an array and the
+// transforms this into an [IO] of that array
+func TraverseArraySeq[A, B any](f func(A) IO[B]) func([]A) IO[[]B] {
+	return G.TraverseArraySeq[IO[B], IO[[]B], []A](f)
+}
+
+// TraverseArrayWithIndexSeq applies a function returning an [IO] to all elements in an array and the
+// transforms this into an [IO] of that array
+func TraverseArrayWithIndexSeq[A, B any](f func(int, A) IO[B]) func([]A) IO[[]B] {
+	return G.TraverseArrayWithIndexSeq[IO[B], IO[[]B], []A](f)
+}
+
+// SequenceArraySeq converts an array of [IO] to an [IO] of an array
+func SequenceArraySeq[A any](tas []IO[A]) IO[[]A] {
+	return G.SequenceArraySeq[IO[A], IO[[]A]](tas)
+}
+
+func MonadTraverseRecordSeq[K comparable, A, B any](tas map[K]A, f func(A) IO[B]) IO[map[K]B] {
+	return G.MonadTraverseRecordSeq[IO[map[K]B]](tas, f)
+}
+
+// TraverseRecord applies a function returning an [IO] to all elements in a record and the
+// transforms this into an [IO] of that record
+func TraverseRecordSeq[K comparable, A, B any](f func(A) IO[B]) func(map[K]A) IO[map[K]B] {
+	return G.TraverseRecordSeq[IO[map[K]B], map[K]A, IO[B]](f)
+}
+
+// TraverseRecordWithIndexSeq applies a function returning an [IO] to all elements in a record and the
+// transforms this into an [IO] of that record
+func TraverseRecordWithIndeSeq[K comparable, A, B any](f func(K, A) IO[B]) func(map[K]A) IO[map[K]B] {
+	return G.TraverseRecordWithIndexSeq[IO[B], IO[map[K]B], map[K]A](f)
+}
+
+// SequenceRecordSeq converts a record of [IO] to an [IO] of a record
+func SequenceRecordSeq[K comparable, A any](tas map[K]IO[A]) IO[map[K]A] {
+	return G.SequenceRecordSeq[IO[A], IO[map[K]A]](tas)
+}
--- a/ioeither/file/readall.go
+++ b/ioeither/file/readall.go
@@ -18,20 +18,23 @@ package file
 import (
 	"io"

+	FL "github.com/IBM/fp-go/file"
+	F "github.com/IBM/fp-go/function"
 	IOE "github.com/IBM/fp-go/ioeither"
 )

-func onReadAll[R io.Reader](r R) IOE.IOEither[error, []byte] {
-	return IOE.TryCatchError(func() ([]byte, error) {
-		return io.ReadAll(r)
-	})
-}
+var (
+	// readAll is the adapted version of [io.ReadAll]
+	readAll = IOE.Eitherize1(io.ReadAll)
+)

 // ReadAll uses a generator function to create a stream, reads it and closes it
 func ReadAll[R io.ReadCloser](acquire IOE.IOEither[error, R]) IOE.IOEither[error, []byte] {
-	return IOE.WithResource[[]byte](
-		acquire,
-		Close[R])(
-		onReadAll[R],
+	return F.Pipe1(
+		F.Flow2(
+			FL.ToReader[R],
+			readAll,
+		),
+		IOE.WithResource[[]byte](acquire, Close[R]),
 	)
 }
--- a/ioeither/gen.go
+++ b/ioeither/gen.go
@@ -1,6 +1,6 @@
 // Code generated by go generate; DO NOT EDIT.
 // This file was generated by robots at
-// 2023-10-23 08:30:58.6457744 +0200 CEST m=+0.080336501
+// 2024-02-29 16:19:13.144922 +0100 CET m=+0.065757301

 package ioeither

--- a/ioeither/generic/gen.go
+++ b/ioeither/generic/gen.go
@@ -1,6 +1,6 @@
 // Code generated by go generate; DO NOT EDIT.
 // This file was generated by robots at
-// 2023-10-23 08:30:58.6556525 +0200 CEST m=+0.090214601
+// 2024-02-29 16:19:13.1643755 +0100 CET m=+0.085210801
 package generic

 import (
--- a/ioeither/generic/monad.go
+++ b/ioeither/generic/monad.go
@@ -0,0 +1,68 @@
+// Copyright (c) 2024 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 generic
+
+import (
+	ET "github.com/IBM/fp-go/either"
+	"github.com/IBM/fp-go/internal/functor"
+	"github.com/IBM/fp-go/internal/monad"
+	"github.com/IBM/fp-go/internal/pointed"
+)
+
+type ioEitherPointed[E, A any, GA ~func() ET.Either[E, A]] struct{}
+
+type ioEitherMonad[E, A, B any, GA ~func() ET.Either[E, A], GB ~func() ET.Either[E, B], GAB ~func() ET.Either[E, func(A) B]] struct{}
+
+type ioEitherFunctor[E, A, B any, GA ~func() ET.Either[E, A], GB ~func() ET.Either[E, B]] struct{}
+
+func (o *ioEitherPointed[E, A, GA]) Of(a A) GA {
+	return Of[GA, E, A](a)
+}
+
+func (o *ioEitherMonad[E, A, B, GA, GB, GAB]) Of(a A) GA {
+	return Of[GA, E, A](a)
+}
+
+func (o *ioEitherMonad[E, A, B, GA, GB, GAB]) Map(f func(A) B) func(GA) GB {
+	return Map[GA, GB, E, A, B](f)
+}
+
+func (o *ioEitherMonad[E, A, B, GA, GB, GAB]) Chain(f func(A) GB) func(GA) GB {
+	return Chain[GA, GB, E, A, B](f)
+}
+
+func (o *ioEitherMonad[E, A, B, GA, GB, GAB]) Ap(fa GA) func(GAB) GB {
+	return Ap[GB, GAB, GA, E, A, B](fa)
+}
+
+func (o *ioEitherFunctor[E, A, B, GA, GB]) Map(f func(A) B) func(GA) GB {
+	return Map[GA, GB, E, A, B](f)
+}
+
+// Pointed implements the pointed operations for [IOEither]
+func Pointed[E, A any, GA ~func() ET.Either[E, A]]() pointed.Pointed[A, GA] {
+	return &ioEitherPointed[E, A, GA]{}
+}
+
+// Functor implements the monadic operations for [IOEither]
+func Functor[E, A, B any, GA ~func() ET.Either[E, A], GB ~func() ET.Either[E, B]]() functor.Functor[A, B, GA, GB] {
+	return &ioEitherFunctor[E, A, B, GA, GB]{}
+}
+
+// Monad implements the monadic operations for [IOEither]
+func Monad[E, A, B any, GA ~func() ET.Either[E, A], GB ~func() ET.Either[E, B], GAB ~func() ET.Either[E, func(A) B]]() monad.Monad[A, B, GA, GB, GAB] {
+	return &ioEitherMonad[E, A, B, GA, GB, GAB]{}
+}
--- a/ioeither/http/request.go
+++ b/ioeither/http/request.go
@@ -27,7 +27,7 @@ import (
 	IOE "github.com/IBM/fp-go/ioeither"
 	IOEF "github.com/IBM/fp-go/ioeither/file"
 	J "github.com/IBM/fp-go/json"
-	T "github.com/IBM/fp-go/tuple"
+	P "github.com/IBM/fp-go/pair"
 )

 type (
@@ -95,7 +95,7 @@ func ReadFullResponse(client Client) func(Requester) IOE.IOEither[error, H.FullR
 					IOE.Of[error, io.ReadCloser],
 					IOEF.ReadAll[io.ReadCloser],
 				),
-				IOE.Map[error](F.Bind1st(T.MakeTuple2[*http.Response, []byte], resp)),
+				IOE.Map[error](F.Bind1st(P.MakePair[*http.Response, []byte], resp)),
 			)
 		}),
 	)
@@ -124,17 +124,22 @@ func ReadJson[A any](client Client) func(Requester) IOE.IOEither[error, A] {
 	return ReadJSON[A](client)
 }

-// ReadJSON sends a request, reads the response and parses the response as JSON
-func ReadJSON[A any](client Client) func(Requester) IOE.IOEither[error, A] {
+// readJSON sends a request, reads the response and parses the response as a []byte
+func readJSON(client Client) func(Requester) IOE.IOEither[error, []byte] {
 	return F.Flow3(
 		ReadFullResponse(client),
 		IOE.ChainFirstEitherK(F.Flow2(
 			H.Response,
 			H.ValidateJSONResponse,
 		)),
-		IOE.ChainEitherK(F.Flow2(
-			H.Body,
-			J.Unmarshal[A],
-		)),
+		IOE.Map[error](H.Body),
+	)
+}
+
+// ReadJSON sends a request, reads the response and parses the response as JSON
+func ReadJSON[A any](client Client) func(Requester) IOE.IOEither[error, A] {
+	return F.Flow2(
+		readJSON(client),
+		IOE.ChainEitherK[error](J.Unmarshal[A]),
 	)
 }
--- a/ioeither/monad.go
+++ b/ioeither/monad.go
@@ -0,0 +1,38 @@
+// Copyright (c) 2024 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 ioeither
+
+import (
+	"github.com/IBM/fp-go/internal/functor"
+	"github.com/IBM/fp-go/internal/monad"
+	"github.com/IBM/fp-go/internal/pointed"
+	G "github.com/IBM/fp-go/ioeither/generic"
+)
+
+// Pointed returns the pointed operations for [IOEither]
+func Pointed[E, A any]() pointed.Pointed[A, IOEither[E, A]] {
+	return G.Pointed[E, A, IOEither[E, A]]()
+}
+
+// Functor returns the functor operations for [IOEither]
+func Functor[E, A, B any]() functor.Functor[A, B, IOEither[E, A], IOEither[E, B]] {
+	return G.Functor[E, A, B, IOEither[E, A], IOEither[E, B]]()
+}
+
+// Monad returns the monadic operations for [IOEither]
+func Monad[E, A, B any]() monad.Monad[A, B, IOEither[E, A], IOEither[E, B], IOEither[E, func(A) B]] {
+	return G.Monad[E, A, B, IOEither[E, A], IOEither[E, B], IOEither[E, func(A) B]]()
+}
--- a/ioeither/sequence_test.go
+++ b/ioeither/sequence_test.go
@@ -0,0 +1,82 @@
+// 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 ioeither
+
+import (
+	"fmt"
+
+	A "github.com/IBM/fp-go/array"
+	E "github.com/IBM/fp-go/either"
+	F "github.com/IBM/fp-go/function"
+	"github.com/stretchr/testify/assert"
+
+	TST "github.com/IBM/fp-go/internal/testing"
+
+	"testing"
+)
+
+func TestMapSeq(t *testing.T) {
+	var results []string
+
+	handler := func(value string) IOEither[error, string] {
+		return func() E.Either[error, string] {
+			results = append(results, value)
+			return E.Of[error](value)
+		}
+	}
+
+	src := A.From("a", "b", "c")
+
+	res := F.Pipe2(
+		src,
+		TraverseArraySeq(handler),
+		Map[error](func(data []string) bool {
+			return assert.Equal(t, data, results)
+		}),
+	)
+
+	assert.Equal(t, E.Of[error](true), res())
+}
+
+func TestSequenceArray(t *testing.T) {
+
+	s := TST.SequenceArrayTest(
+		FromStrictEquals[error, bool](),
+		Pointed[error, string](),
+		Pointed[error, bool](),
+		Functor[error, []string, bool](),
+		SequenceArray[error, 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[error, bool](),
+		Left[string, error],
+		Left[bool, error],
+		Pointed[error, string](),
+		Pointed[error, bool](),
+		Functor[error, []string, bool](),
+		SequenceArray[error, string],
+	)
+	// run across four bits
+	s(4)(t)
+}
--- a/iooption/gen.go
+++ b/iooption/gen.go
@@ -1,6 +1,6 @@
 // Code generated by go generate; DO NOT EDIT.
 // This file was generated by robots at
-// 2023-10-23 08:31:01.9227118 +0200 CEST m=+0.009977901
+// 2024-02-29 16:19:16.7939127 +0100 CET m=+0.053853301

 package iooption

--- a/iooption/generic/gen.go
+++ b/iooption/generic/gen.go
@@ -1,6 +1,6 @@
 // Code generated by go generate; DO NOT EDIT.
 // This file was generated by robots at
-// 2023-10-23 08:31:01.9227118 +0200 CEST m=+0.009977901
+// 2024-02-29 16:19:16.8032769 +0100 CET m=+0.063217501
 package generic

 import (
--- a/iterator/stateless/compress.go
+++ b/iterator/stateless/compress.go
@@ -17,11 +17,11 @@ package stateless

 import (
 	G "github.com/IBM/fp-go/iterator/stateless/generic"
-	T "github.com/IBM/fp-go/tuple"
+	P "github.com/IBM/fp-go/pair"
 )

 // Compress returns an [Iterator] that filters elements from a data [Iterator] returning only those that have a corresponding element in selector [Iterator] that evaluates to `true`.
 // Stops when either the data or selectors iterator has been exhausted.
 func Compress[U any](sel Iterator[bool]) func(Iterator[U]) Iterator[U] {
-	return G.Compress[Iterator[U], Iterator[bool], Iterator[T.Tuple2[U, bool]]](sel)
+	return G.Compress[Iterator[U], Iterator[bool], Iterator[P.Pair[U, bool]]](sel)
 }
--- a/iterator/stateless/cycle.go
+++ b/iterator/stateless/cycle.go
@@ -19,8 +19,7 @@ import (
 	G "github.com/IBM/fp-go/iterator/stateless/generic"
 )

-// DropWhile creates an [Iterator] that drops elements from the [Iterator] as long as the predicate is true; afterwards, returns every element.
-// Note, the [Iterator] does not produce any output until the predicate first becomes false
+// Cycle creates an [Iterator] containing an [Iterator] repeated an infinite number of times.
 func Cycle[U any](ma Iterator[U]) Iterator[U] {
 	return G.Cycle[Iterator[U]](ma)
 }
--- a/iterator/stateless/generic/any.go
+++ b/iterator/stateless/generic/any.go
@@ -18,11 +18,11 @@ package generic
 import (
 	F "github.com/IBM/fp-go/function"
 	O "github.com/IBM/fp-go/option"
-	T "github.com/IBM/fp-go/tuple"
+	P "github.com/IBM/fp-go/pair"
 )

 // Any returns `true` if any element of the iterable is `true`. If the iterable is empty, return `false`
-func Any[GU ~func() O.Option[T.Tuple2[GU, U]], FCT ~func(U) bool, U any](pred FCT) func(ma GU) bool {
+func Any[GU ~func() O.Option[P.Pair[GU, U]], FCT ~func(U) bool, U any](pred FCT) func(ma GU) bool {
 	return F.Flow3(
 		Filter[GU](pred),
 		First[GU],
--- a/iterator/stateless/generic/bind.go
+++ b/iterator/stateless/generic/bind.go
@@ -20,18 +20,18 @@ import (
 	C "github.com/IBM/fp-go/internal/chain"
 	F "github.com/IBM/fp-go/internal/functor"
 	O "github.com/IBM/fp-go/option"
-	T "github.com/IBM/fp-go/tuple"
+	P "github.com/IBM/fp-go/pair"
 )

 // Bind creates an empty context of type [S] to be used with the [Bind] operation
-func Do[GS ~func() O.Option[T.Tuple2[GS, S]], S any](
+func Do[GS ~func() O.Option[P.Pair[GS, S]], S any](
 	empty S,
 ) GS {
 	return Of[GS](empty)
 }

 // Bind attaches the result of a computation to a context [S1] to produce a context [S2]
-func Bind[GS1 ~func() O.Option[T.Tuple2[GS1, S1]], GS2 ~func() O.Option[T.Tuple2[GS2, S2]], GA ~func() O.Option[T.Tuple2[GA, A]], S1, S2, A any](
+func Bind[GS1 ~func() O.Option[P.Pair[GS1, S1]], GS2 ~func() O.Option[P.Pair[GS2, S2]], GA ~func() O.Option[P.Pair[GA, A]], S1, S2, A any](
 	setter func(A) func(S1) S2,
 	f func(S1) GA,
 ) func(GS1) GS2 {
@@ -45,7 +45,7 @@ func Bind[GS1 ~func() O.Option[T.Tuple2[GS1, S1]], GS2 ~func() O.Option[T.Tuple2
 }

 // Let attaches the result of a computation to a context [S1] to produce a context [S2]
-func Let[GS1 ~func() O.Option[T.Tuple2[GS1, S1]], GS2 ~func() O.Option[T.Tuple2[GS2, S2]], S1, S2, A any](
+func Let[GS1 ~func() O.Option[P.Pair[GS1, S1]], GS2 ~func() O.Option[P.Pair[GS2, S2]], S1, S2, A any](
 	key func(A) func(S1) S2,
 	f func(S1) A,
 ) func(GS1) GS2 {
@@ -57,7 +57,7 @@ func Let[GS1 ~func() O.Option[T.Tuple2[GS1, S1]], GS2 ~func() O.Option[T.Tuple2[
 }

 // LetTo attaches the a value to a context [S1] to produce a context [S2]
-func LetTo[GS1 ~func() O.Option[T.Tuple2[GS1, S1]], GS2 ~func() O.Option[T.Tuple2[GS2, S2]], S1, S2, B any](
+func LetTo[GS1 ~func() O.Option[P.Pair[GS1, S1]], GS2 ~func() O.Option[P.Pair[GS2, S2]], S1, S2, B any](
 	key func(B) func(S1) S2,
 	b B,
 ) func(GS1) GS2 {
@@ -69,7 +69,7 @@ func LetTo[GS1 ~func() O.Option[T.Tuple2[GS1, S1]], GS2 ~func() O.Option[T.Tuple
 }

 // BindTo initializes a new state [S1] from a value [T]
-func BindTo[GS1 ~func() O.Option[T.Tuple2[GS1, S1]], GA ~func() O.Option[T.Tuple2[GA, A]], S1, A any](
+func BindTo[GS1 ~func() O.Option[P.Pair[GS1, S1]], GA ~func() O.Option[P.Pair[GA, A]], S1, A any](
 	setter func(A) S1,
 ) func(GA) GS1 {
 	return C.BindTo(
@@ -79,7 +79,7 @@ func BindTo[GS1 ~func() O.Option[T.Tuple2[GS1, S1]], GA ~func() O.Option[T.Tuple
 }

 // ApS attaches a value to a context [S1] to produce a context [S2] by considering the context and the value concurrently
-func ApS[GAS2 ~func() O.Option[T.Tuple2[GAS2, func(A) S2]], GS1 ~func() O.Option[T.Tuple2[GS1, S1]], GS2 ~func() O.Option[T.Tuple2[GS2, S2]], GA ~func() O.Option[T.Tuple2[GA, A]], S1, S2, A any](
+func ApS[GAS2 ~func() O.Option[P.Pair[GAS2, func(A) S2]], GS1 ~func() O.Option[P.Pair[GS1, S1]], GS2 ~func() O.Option[P.Pair[GS2, S2]], GA ~func() O.Option[P.Pair[GA, A]], S1, S2, A any](
 	setter func(A) func(S1) S2,
 	fa GA,
 ) func(GS1) GS2 {
--- a/iterator/stateless/generic/compress.go
+++ b/iterator/stateless/generic/compress.go
@@ -18,17 +18,17 @@ package generic
 import (
 	F "github.com/IBM/fp-go/function"
 	O "github.com/IBM/fp-go/option"
-	T "github.com/IBM/fp-go/tuple"
+	P "github.com/IBM/fp-go/pair"
 )

 // Compress returns an [Iterator] that filters elements from a data [Iterator] returning only those that have a corresponding element in selector [Iterator] that evaluates to `true`.
 // Stops when either the data or selectors iterator has been exhausted.
-func Compress[GU ~func() O.Option[T.Tuple2[GU, U]], GB ~func() O.Option[T.Tuple2[GB, bool]], CS ~func() O.Option[T.Tuple2[CS, T.Tuple2[U, bool]]], U any](sel GB) func(GU) GU {
+func Compress[GU ~func() O.Option[P.Pair[GU, U]], GB ~func() O.Option[P.Pair[GB, bool]], CS ~func() O.Option[P.Pair[CS, P.Pair[U, bool]]], U any](sel GB) func(GU) GU {
 	return F.Flow2(
 		Zip[GU, GB, CS](sel),
 		FilterMap[GU, CS](F.Flow2(
-			O.FromPredicate(T.Second[U, bool]),
-			O.Map(T.First[U, bool]),
+			O.FromPredicate(P.Tail[U, bool]),
+			O.Map(P.Head[U, bool]),
 		)),
 	)
 }
--- a/iterator/stateless/generic/cycle.go
+++ b/iterator/stateless/generic/cycle.go
@@ -18,12 +18,12 @@ package generic
 import (
 	F "github.com/IBM/fp-go/function"
 	O "github.com/IBM/fp-go/option"
-	T "github.com/IBM/fp-go/tuple"
+	P "github.com/IBM/fp-go/pair"
 )

-func Cycle[GU ~func() O.Option[T.Tuple2[GU, U]], U any](ma GU) GU {
+func Cycle[GU ~func() O.Option[P.Pair[GU, U]], U any](ma GU) GU {
 	// avoid cyclic references
-	var m func(O.Option[T.Tuple2[GU, U]]) O.Option[T.Tuple2[GU, U]]
+	var m func(O.Option[P.Pair[GU, U]]) O.Option[P.Pair[GU, U]]

 	recurse := func(mu GU) GU {
 		return F.Nullary2(
@@ -32,11 +32,11 @@ func Cycle[GU ~func() O.Option[T.Tuple2[GU, U]], U any](ma GU) GU {
 		)
 	}

-	m = O.Fold(func() O.Option[T.Tuple2[GU, U]] {
+	m = O.Fold(func() O.Option[P.Pair[GU, U]] {
 		return recurse(ma)()
 	}, F.Flow2(
-		T.Map2(recurse, F.Identity[U]),
-		O.Of[T.Tuple2[GU, U]],
+		P.BiMap(recurse, F.Identity[U]),
+		O.Of[P.Pair[GU, U]],
 	))

 	return recurse(ma)
--- a/iterator/stateless/generic/dropwhile.go
+++ b/iterator/stateless/generic/dropwhile.go
@@ -18,17 +18,17 @@ package generic
 import (
 	F "github.com/IBM/fp-go/function"
 	O "github.com/IBM/fp-go/option"
-	P "github.com/IBM/fp-go/predicate"
-	T "github.com/IBM/fp-go/tuple"
+	P "github.com/IBM/fp-go/pair"
+	PR "github.com/IBM/fp-go/predicate"
 )

 // DropWhile creates an [Iterator] that drops elements from the [Iterator] as long as the predicate is true; afterwards, returns every element.
 // Note, the [Iterator] does not produce any output until the predicate first becomes false
-func DropWhile[GU ~func() O.Option[T.Tuple2[GU, U]], U any](pred func(U) bool) func(GU) GU {
+func DropWhile[GU ~func() O.Option[P.Pair[GU, U]], U any](pred func(U) bool) func(GU) GU {
 	// avoid cyclic references
-	var m func(O.Option[T.Tuple2[GU, U]]) O.Option[T.Tuple2[GU, U]]
+	var m func(O.Option[P.Pair[GU, U]]) O.Option[P.Pair[GU, U]]

-	fromPred := O.FromPredicate(P.Not(P.ContraMap(T.Second[GU, U])(pred)))
+	fromPred := O.FromPredicate(PR.Not(PR.ContraMap(P.Tail[GU, U])(pred)))

 	recurse := func(mu GU) GU {
 		return F.Nullary2(
@@ -37,11 +37,11 @@ func DropWhile[GU ~func() O.Option[T.Tuple2[GU, U]], U any](pred func(U) bool) f
 		)
 	}

-	m = O.Chain(func(t T.Tuple2[GU, U]) O.Option[T.Tuple2[GU, U]] {
+	m = O.Chain(func(t P.Pair[GU, U]) O.Option[P.Pair[GU, U]] {
 		return F.Pipe2(
 			t,
 			fromPred,
-			O.Fold(recurse(Next(t)), O.Of[T.Tuple2[GU, U]]),
+			O.Fold(recurse(Next(t)), O.Of[P.Pair[GU, U]]),
 		)
 	})

--- a/iterator/stateless/generic/first.go
+++ b/iterator/stateless/generic/first.go
@@ -18,13 +18,13 @@ package generic
 import (
 	F "github.com/IBM/fp-go/function"
 	O "github.com/IBM/fp-go/option"
-	T "github.com/IBM/fp-go/tuple"
+	P "github.com/IBM/fp-go/pair"
 )

 // First returns the first item in an iterator if such an item exists
-func First[GU ~func() O.Option[T.Tuple2[GU, U]], U any](mu GU) O.Option[U] {
+func First[GU ~func() O.Option[P.Pair[GU, U]], U any](mu GU) O.Option[U] {
 	return F.Pipe1(
 		mu(),
-		O.Map(T.Second[GU, U]),
+		O.Map(P.Tail[GU, U]),
 	)
 }
--- a/iterator/stateless/generic/io.go
+++ b/iterator/stateless/generic/io.go
@@ -19,16 +19,16 @@ import (
 	F "github.com/IBM/fp-go/function"
 	L "github.com/IBM/fp-go/io/generic"
 	O "github.com/IBM/fp-go/option"
-	T "github.com/IBM/fp-go/tuple"
+	P "github.com/IBM/fp-go/pair"
 )

 // FromLazy returns an iterator on top of a lazy function
-func FromLazy[GU ~func() O.Option[T.Tuple2[GU, U]], LZ ~func() U, U any](l LZ) GU {
+func FromLazy[GU ~func() O.Option[P.Pair[GU, U]], LZ ~func() U, U any](l LZ) GU {
 	return F.Pipe1(
 		l,
 		L.Map[LZ, GU](F.Flow2(
-			F.Bind1st(T.MakeTuple2[GU, U], Empty[GU]()),
-			O.Of[T.Tuple2[GU, U]],
+			F.Bind1st(P.MakePair[GU, U], Empty[GU]()),
+			O.Of[P.Pair[GU, U]],
 		)),
 	)
 }
--- a/iterator/stateless/generic/iterator.go
+++ b/iterator/stateless/generic/iterator.go
@@ -24,45 +24,45 @@ import (
 	M "github.com/IBM/fp-go/monoid"
 	N "github.com/IBM/fp-go/number"
 	O "github.com/IBM/fp-go/option"
-	T "github.com/IBM/fp-go/tuple"
+	P "github.com/IBM/fp-go/pair"
 )

-// Next returns the iterator for the next element in an iterator `T.Tuple2`
-func Next[GU ~func() O.Option[T.Tuple2[GU, U]], U any](m T.Tuple2[GU, U]) GU {
-	return T.First(m)
+// Next returns the iterator for the next element in an iterator `P.Pair`
+func Next[GU ~func() O.Option[P.Pair[GU, U]], U any](m P.Pair[GU, U]) GU {
+	return P.Head(m)
 }

-// Current returns the current element in an iterator `T.Tuple2`
-func Current[GU ~func() O.Option[T.Tuple2[GU, U]], U any](m T.Tuple2[GU, U]) U {
-	return T.Second(m)
+// Current returns the current element in an iterator `P.Pair`
+func Current[GU ~func() O.Option[P.Pair[GU, U]], U any](m P.Pair[GU, U]) U {
+	return P.Tail(m)
 }

 // From constructs an array from a set of variadic arguments
-func From[GU ~func() O.Option[T.Tuple2[GU, U]], U any](data ...U) GU {
+func From[GU ~func() O.Option[P.Pair[GU, U]], U any](data ...U) GU {
 	return FromArray[GU](data)
 }

 // Empty returns the empty iterator
-func Empty[GU ~func() O.Option[T.Tuple2[GU, U]], U any]() GU {
+func Empty[GU ~func() O.Option[P.Pair[GU, U]], U any]() GU {
 	return IO.None[GU]()
 }

 // Of returns an iterator with one single element
-func Of[GU ~func() O.Option[T.Tuple2[GU, U]], U any](a U) GU {
-	return IO.Of[GU](T.MakeTuple2(Empty[GU](), a))
+func Of[GU ~func() O.Option[P.Pair[GU, U]], U any](a U) GU {
+	return IO.Of[GU](P.MakePair(Empty[GU](), a))
 }

 // FromArray returns an iterator from multiple elements
-func FromArray[GU ~func() O.Option[T.Tuple2[GU, U]], US ~[]U, U any](as US) GU {
+func FromArray[GU ~func() O.Option[P.Pair[GU, U]], US ~[]U, U any](as US) GU {
 	return A.MatchLeft(Empty[GU], func(head U, tail US) GU {
-		return func() O.Option[T.Tuple2[GU, U]] {
-			return O.Of(T.MakeTuple2(FromArray[GU](tail), head))
+		return func() O.Option[P.Pair[GU, U]] {
+			return O.Of(P.MakePair(FromArray[GU](tail), head))
 		}
 	})(as)
 }

 // reduce applies a function for each value of the iterator with a floating result
-func reduce[GU ~func() O.Option[T.Tuple2[GU, U]], U, V any](as GU, f func(V, U) V, initial V) V {
+func reduce[GU ~func() O.Option[P.Pair[GU, U]], U, V any](as GU, f func(V, U) V, initial V) V {
 	next, ok := O.Unwrap(as())
 	current := initial
 	for ok {
@@ -74,18 +74,18 @@ func reduce[GU ~func() O.Option[T.Tuple2[GU, U]], U, V any](as GU, f func(V, U)
 }

 // Reduce applies a function for each value of the iterator with a floating result
-func Reduce[GU ~func() O.Option[T.Tuple2[GU, U]], U, V any](f func(V, U) V, initial V) func(GU) V {
+func Reduce[GU ~func() O.Option[P.Pair[GU, U]], U, V any](f func(V, U) V, initial V) func(GU) V {
 	return F.Bind23of3(reduce[GU, U, V])(f, initial)
 }

 // ToArray converts the iterator to an array
-func ToArray[GU ~func() O.Option[T.Tuple2[GU, U]], US ~[]U, U any](u GU) US {
+func ToArray[GU ~func() O.Option[P.Pair[GU, U]], US ~[]U, U any](u GU) US {
 	return Reduce[GU](A.Append[US], A.Empty[US]())(u)
 }

-func Map[GV ~func() O.Option[T.Tuple2[GV, V]], GU ~func() O.Option[T.Tuple2[GU, U]], FCT ~func(U) V, U, V any](f FCT) func(ma GU) GV {
+func Map[GV ~func() O.Option[P.Pair[GV, V]], GU ~func() O.Option[P.Pair[GU, U]], FCT ~func(U) V, U, V any](f FCT) func(ma GU) GV {
 	// pre-declare to avoid cyclic reference
-	var m func(O.Option[T.Tuple2[GU, U]]) O.Option[T.Tuple2[GV, V]]
+	var m func(O.Option[P.Pair[GU, U]]) O.Option[P.Pair[GV, V]]

 	recurse := func(ma GU) GV {
 		return F.Nullary2(
@@ -94,17 +94,17 @@ func Map[GV ~func() O.Option[T.Tuple2[GV, V]], GU ~func() O.Option[T.Tuple2[GU,
 		)
 	}

-	m = O.Map(T.Map2(recurse, f))
+	m = O.Map(P.BiMap(recurse, f))

 	return recurse
 }

-func MonadMap[GV ~func() O.Option[T.Tuple2[GV, V]], GU ~func() O.Option[T.Tuple2[GU, U]], U, V any](ma GU, f func(U) V) GV {
+func MonadMap[GV ~func() O.Option[P.Pair[GV, V]], GU ~func() O.Option[P.Pair[GU, U]], U, V any](ma GU, f func(U) V) GV {
 	return Map[GV, GU](f)(ma)
 }

-func concat[GU ~func() O.Option[T.Tuple2[GU, U]], U any](right, left GU) GU {
-	var m func(ma O.Option[T.Tuple2[GU, U]]) O.Option[T.Tuple2[GU, U]]
+func concat[GU ~func() O.Option[P.Pair[GU, U]], U any](right, left GU) GU {
+	var m func(ma O.Option[P.Pair[GU, U]]) O.Option[P.Pair[GU, U]]

 	recurse := func(left GU) GU {
 		return F.Nullary2(left, m)
@@ -113,16 +113,16 @@ func concat[GU ~func() O.Option[T.Tuple2[GU, U]], U any](right, left GU) GU {
 	m = O.Fold(
 		right,
 		F.Flow2(
-			T.Map2(recurse, F.Identity[U]),
-			O.Some[T.Tuple2[GU, U]],
+			P.BiMap(recurse, F.Identity[U]),
+			O.Some[P.Pair[GU, U]],
 		))

 	return recurse(left)
 }

-func Chain[GV ~func() O.Option[T.Tuple2[GV, V]], GU ~func() O.Option[T.Tuple2[GU, U]], U, V any](f func(U) GV) func(GU) GV {
+func Chain[GV ~func() O.Option[P.Pair[GV, V]], GU ~func() O.Option[P.Pair[GU, U]], U, V any](f func(U) GV) func(GU) GV {
 	// pre-declare to avoid cyclic reference
-	var m func(O.Option[T.Tuple2[GU, U]]) O.Option[T.Tuple2[GV, V]]
+	var m func(O.Option[P.Pair[GU, U]]) O.Option[P.Pair[GV, V]]

 	recurse := func(ma GU) GV {
 		return F.Nullary2(
@@ -132,9 +132,9 @@ func Chain[GV ~func() O.Option[T.Tuple2[GV, V]], GU ~func() O.Option[T.Tuple2[GU
 	}
 	m = O.Chain(
 		F.Flow3(
-			T.Map2(recurse, f),
-			T.Tupled2(concat[GV]),
-			func(v GV) O.Option[T.Tuple2[GV, V]] {
+			P.BiMap(recurse, f),
+			P.Paired(concat[GV]),
+			func(v GV) O.Option[P.Pair[GV, V]] {
 				return v()
 			},
 		),
@@ -143,11 +143,11 @@ func Chain[GV ~func() O.Option[T.Tuple2[GV, V]], GU ~func() O.Option[T.Tuple2[GU
 	return recurse
 }

-func MonadChain[GV ~func() O.Option[T.Tuple2[GV, V]], GU ~func() O.Option[T.Tuple2[GU, U]], U, V any](ma GU, f func(U) GV) GV {
+func MonadChain[GV ~func() O.Option[P.Pair[GV, V]], GU ~func() O.Option[P.Pair[GU, U]], U, V any](ma GU, f func(U) GV) GV {
 	return Chain[GV, GU](f)(ma)
 }

-func MonadChainFirst[GV ~func() O.Option[T.Tuple2[GV, V]], GU ~func() O.Option[T.Tuple2[GU, U]], U, V any](ma GU, f func(U) GV) GU {
+func MonadChainFirst[GV ~func() O.Option[P.Pair[GV, V]], GU ~func() O.Option[P.Pair[GU, U]], U, V any](ma GU, f func(U) GV) GU {
 	return C.MonadChainFirst(
 		MonadChain[GU, GU, U, U],
 		MonadMap[GU, GV, V, U],
@@ -156,7 +156,7 @@ func MonadChainFirst[GV ~func() O.Option[T.Tuple2[GV, V]], GU ~func() O.Option[T
 	)
 }

-func ChainFirst[GV ~func() O.Option[T.Tuple2[GV, V]], GU ~func() O.Option[T.Tuple2[GU, U]], U, V any](f func(U) GV) func(GU) GU {
+func ChainFirst[GV ~func() O.Option[P.Pair[GV, V]], GU ~func() O.Option[P.Pair[GU, U]], U, V any](f func(U) GV) func(GU) GU {
 	return C.ChainFirst(
 		Chain[GU, GU, U, U],
 		Map[GU, GV, func(V) U, V, U],
@@ -164,14 +164,14 @@ func ChainFirst[GV ~func() O.Option[T.Tuple2[GV, V]], GU ~func() O.Option[T.Tupl
 	)
 }

-func Flatten[GV ~func() O.Option[T.Tuple2[GV, GU]], GU ~func() O.Option[T.Tuple2[GU, U]], U any](ma GV) GU {
+func Flatten[GV ~func() O.Option[P.Pair[GV, GU]], GU ~func() O.Option[P.Pair[GU, U]], U any](ma GV) GU {
 	return MonadChain(ma, F.Identity[GU])
 }

 // MakeBy returns an [Iterator] with an infinite number of elements initialized with `f(i)`
-func MakeBy[GU ~func() O.Option[T.Tuple2[GU, U]], FCT ~func(int) U, U any](f FCT) GU {
+func MakeBy[GU ~func() O.Option[P.Pair[GU, U]], FCT ~func(int) U, U any](f FCT) GU {

-	var m func(int) O.Option[T.Tuple2[GU, U]]
+	var m func(int) O.Option[P.Pair[GU, U]]

 	recurse := func(i int) GU {
 		return F.Nullary2(
@@ -181,12 +181,12 @@ func MakeBy[GU ~func() O.Option[T.Tuple2[GU, U]], FCT ~func(int) U, U any](f FCT
 	}

 	m = F.Flow3(
-		T.Replicate2[int],
-		T.Map2(F.Flow2(
+		P.Of[int],
+		P.BiMap(F.Flow2(
 			utils.Inc,
 			recurse),
 			f),
-		O.Of[T.Tuple2[GU, U]],
+		O.Of[P.Pair[GU, U]],
 	)

 	// bootstrap
@@ -194,13 +194,13 @@ func MakeBy[GU ~func() O.Option[T.Tuple2[GU, U]], FCT ~func(int) U, U any](f FCT
 }

 // Replicate creates an infinite [Iterator] containing a value.
-func Replicate[GU ~func() O.Option[T.Tuple2[GU, U]], U any](a U) GU {
+func Replicate[GU ~func() O.Option[P.Pair[GU, U]], U any](a U) GU {
 	return MakeBy[GU](F.Constant1[int](a))
 }

 // Repeat creates an [Iterator] containing a value repeated the specified number of times.
 // Alias of [Replicate] combined with [Take]
-func Repeat[GU ~func() O.Option[T.Tuple2[GU, U]], U any](n int, a U) GU {
+func Repeat[GU ~func() O.Option[P.Pair[GU, U]], U any](n int, a U) GU {
 	return F.Pipe2(
 		a,
 		Replicate[GU],
@@ -209,13 +209,13 @@ func Repeat[GU ~func() O.Option[T.Tuple2[GU, U]], U any](n int, a U) GU {
 }

 // Count creates an [Iterator] containing a consecutive sequence of integers starting with the provided start value
-func Count[GU ~func() O.Option[T.Tuple2[GU, int]]](start int) GU {
+func Count[GU ~func() O.Option[P.Pair[GU, int]]](start int) GU {
 	return MakeBy[GU](N.Add(start))
 }

-func FilterMap[GV ~func() O.Option[T.Tuple2[GV, V]], GU ~func() O.Option[T.Tuple2[GU, U]], FCT ~func(U) O.Option[V], U, V any](f FCT) func(ma GU) GV {
+func FilterMap[GV ~func() O.Option[P.Pair[GV, V]], GU ~func() O.Option[P.Pair[GU, U]], FCT ~func(U) O.Option[V], U, V any](f FCT) func(ma GU) GV {
 	// pre-declare to avoid cyclic reference
-	var m func(O.Option[T.Tuple2[GU, U]]) O.Option[T.Tuple2[GV, V]]
+	var m func(O.Option[P.Pair[GU, U]]) O.Option[P.Pair[GV, V]]

 	recurse := func(ma GU) GV {
 		return F.Nullary2(
@@ -226,11 +226,11 @@ func FilterMap[GV ~func() O.Option[T.Tuple2[GV, V]], GU ~func() O.Option[T.Tuple

 	m = O.Fold(
 		Empty[GV](),
-		func(t T.Tuple2[GU, U]) O.Option[T.Tuple2[GV, V]] {
+		func(t P.Pair[GU, U]) O.Option[P.Pair[GV, V]] {
 			r := recurse(Next(t))
 			return O.MonadFold(f(Current(t)), r, F.Flow2(
-				F.Bind1st(T.MakeTuple2[GV, V], r),
-				O.Some[T.Tuple2[GV, V]],
+				F.Bind1st(P.MakePair[GV, V], r),
+				O.Some[P.Pair[GV, V]],
 			))
 		},
 	)
@@ -238,26 +238,26 @@ func FilterMap[GV ~func() O.Option[T.Tuple2[GV, V]], GU ~func() O.Option[T.Tuple
 	return recurse
 }

-func Filter[GU ~func() O.Option[T.Tuple2[GU, U]], FCT ~func(U) bool, U any](f FCT) func(ma GU) GU {
+func Filter[GU ~func() O.Option[P.Pair[GU, U]], FCT ~func(U) bool, U any](f FCT) func(ma GU) GU {
 	return FilterMap[GU, GU](O.FromPredicate(f))
 }

-func Ap[GUV ~func() O.Option[T.Tuple2[GUV, func(U) V]], GV ~func() O.Option[T.Tuple2[GV, V]], GU ~func() O.Option[T.Tuple2[GU, U]], U, V any](ma GU) func(fab GUV) GV {
+func Ap[GUV ~func() O.Option[P.Pair[GUV, func(U) V]], GV ~func() O.Option[P.Pair[GV, V]], GU ~func() O.Option[P.Pair[GU, U]], U, V any](ma GU) func(fab GUV) GV {
 	return Chain[GV, GUV](F.Bind1st(MonadMap[GV, GU], ma))
 }

-func MonadAp[GUV ~func() O.Option[T.Tuple2[GUV, func(U) V]], GV ~func() O.Option[T.Tuple2[GV, V]], GU ~func() O.Option[T.Tuple2[GU, U]], U, V any](fab GUV, ma GU) GV {
+func MonadAp[GUV ~func() O.Option[P.Pair[GUV, func(U) V]], GV ~func() O.Option[P.Pair[GV, V]], GU ~func() O.Option[P.Pair[GU, U]], U, V any](fab GUV, ma GU) GV {
 	return Ap[GUV, GV, GU](ma)(fab)
 }

-func FilterChain[GVV ~func() O.Option[T.Tuple2[GVV, GV]], GV ~func() O.Option[T.Tuple2[GV, V]], GU ~func() O.Option[T.Tuple2[GU, U]], FCT ~func(U) O.Option[GV], U, V any](f FCT) func(ma GU) GV {
+func FilterChain[GVV ~func() O.Option[P.Pair[GVV, GV]], GV ~func() O.Option[P.Pair[GV, V]], GU ~func() O.Option[P.Pair[GU, U]], FCT ~func(U) O.Option[GV], U, V any](f FCT) func(ma GU) GV {
 	return F.Flow2(
 		FilterMap[GVV, GU](f),
 		Flatten[GVV],
 	)
 }

-func FoldMap[GU ~func() O.Option[T.Tuple2[GU, U]], FCT ~func(U) V, U, V any](m M.Monoid[V]) func(FCT) func(ma GU) V {
+func FoldMap[GU ~func() O.Option[P.Pair[GU, U]], FCT ~func(U) V, U, V any](m M.Monoid[V]) func(FCT) func(ma GU) V {
 	return func(f FCT) func(ma GU) V {
 		return Reduce[GU](func(cur V, a U) V {
 			return m.Concat(cur, f(a))
@@ -265,6 +265,6 @@ func FoldMap[GU ~func() O.Option[T.Tuple2[GU, U]], FCT ~func(U) V, U, V any](m M
 	}
 }

-func Fold[GU ~func() O.Option[T.Tuple2[GU, U]], U any](m M.Monoid[U]) func(ma GU) U {
+func Fold[GU ~func() O.Option[P.Pair[GU, U]], U any](m M.Monoid[U]) func(ma GU) U {
 	return Reduce[GU](m.Concat, m.Empty())
 }
--- a/iterator/stateless/generic/last.go
+++ b/iterator/stateless/generic/last.go
@@ -18,10 +18,10 @@ package generic
 import (
 	F "github.com/IBM/fp-go/function"
 	O "github.com/IBM/fp-go/option"
-	T "github.com/IBM/fp-go/tuple"
+	P "github.com/IBM/fp-go/pair"
 )

 // Last returns the last item in an iterator if such an item exists
-func Last[GU ~func() O.Option[T.Tuple2[GU, U]], U any](mu GU) O.Option[U] {
+func Last[GU ~func() O.Option[P.Pair[GU, U]], U any](mu GU) O.Option[U] {
 	return reduce(mu, F.Ignore1of2[O.Option[U]](O.Of[U]), O.None[U]())
 }
--- a/iterator/stateless/generic/monad.go
+++ b/iterator/stateless/generic/monad.go
@@ -18,10 +18,10 @@ package generic
 import (
 	"github.com/IBM/fp-go/internal/monad"
 	O "github.com/IBM/fp-go/option"
-	T "github.com/IBM/fp-go/tuple"
+	P "github.com/IBM/fp-go/pair"
 )

-type iteratorMonad[A, B any, GA ~func() O.Option[T.Tuple2[GA, A]], GB ~func() O.Option[T.Tuple2[GB, B]], GAB ~func() O.Option[T.Tuple2[GAB, func(A) B]]] struct{}
+type iteratorMonad[A, B any, GA ~func() O.Option[P.Pair[GA, A]], GB ~func() O.Option[P.Pair[GB, B]], GAB ~func() O.Option[P.Pair[GAB, func(A) B]]] struct{}

 func (o *iteratorMonad[A, B, GA, GB, GAB]) Of(a A) GA {
 	return Of[GA, A](a)
@@ -40,6 +40,6 @@ func (o *iteratorMonad[A, B, GA, GB, GAB]) Ap(fa GA) func(GAB) GB {
 }

 // Monad implements the monadic operations for iterators
-func Monad[A, B any, GA ~func() O.Option[T.Tuple2[GA, A]], GB ~func() O.Option[T.Tuple2[GB, B]], GAB ~func() O.Option[T.Tuple2[GAB, func(A) B]]]() monad.Monad[A, B, GA, GB, GAB] {
+func Monad[A, B any, GA ~func() O.Option[P.Pair[GA, A]], GB ~func() O.Option[P.Pair[GB, B]], GAB ~func() O.Option[P.Pair[GAB, func(A) B]]]() monad.Monad[A, B, GA, GB, GAB] {
 	return &iteratorMonad[A, B, GA, GB, GAB]{}
 }
--- a/iterator/stateless/generic/monoid.go
+++ b/iterator/stateless/generic/monoid.go
@@ -19,10 +19,10 @@ import (
 	F "github.com/IBM/fp-go/function"
 	M "github.com/IBM/fp-go/monoid"
 	O "github.com/IBM/fp-go/option"
-	T "github.com/IBM/fp-go/tuple"
+	P "github.com/IBM/fp-go/pair"
 )

-func Monoid[GU ~func() O.Option[T.Tuple2[GU, U]], U any]() M.Monoid[GU] {
+func Monoid[GU ~func() O.Option[P.Pair[GU, U]], U any]() M.Monoid[GU] {
 	return M.MakeMonoid(
 		F.Swap(concat[GU]),
 		Empty[GU](),
--- a/iterator/stateless/generic/reflect.go
+++ b/iterator/stateless/generic/reflect.go
@@ -24,10 +24,10 @@ import (
 	N "github.com/IBM/fp-go/number"
 	I "github.com/IBM/fp-go/number/integer"
 	O "github.com/IBM/fp-go/option"
-	T "github.com/IBM/fp-go/tuple"
+	P "github.com/IBM/fp-go/pair"
 )

-func FromReflect[GR ~func() O.Option[T.Tuple2[GR, R.Value]]](val R.Value) GR {
+func FromReflect[GR ~func() O.Option[P.Pair[GR, R.Value]]](val R.Value) GR {
 	// recursive callback
 	var recurse func(idx int) GR

@@ -41,8 +41,8 @@ func FromReflect[GR ~func() O.Option[T.Tuple2[GR, R.Value]]](val R.Value) GR {
 			L.Map(fromPred),
 			LG.Map[L.Lazy[O.Option[int]], GR](O.Map(
 				F.Flow2(
-					T.Replicate2[int],
-					T.Map2(F.Flow2(N.Add(1), recurse), val.Index),
+					P.Of[int],
+					P.BiMap(F.Flow2(N.Add(1), recurse), val.Index),
 				),
 			)),
 		)
--- a/iterator/stateless/generic/scan.go
+++ b/iterator/stateless/generic/scan.go
@@ -18,14 +18,14 @@ package generic
 import (
 	F "github.com/IBM/fp-go/function"
 	O "github.com/IBM/fp-go/option"
-	T "github.com/IBM/fp-go/tuple"
+	P "github.com/IBM/fp-go/pair"
 )

-func apTuple[A, B any](t T.Tuple2[func(A) B, A]) T.Tuple2[B, A] {
-	return T.MakeTuple2(t.F1(t.F2), t.F2)
+func apTuple[A, B any](t P.Pair[func(A) B, A]) P.Pair[B, A] {
+	return P.MakePair(P.Head(t)(P.Tail(t)), P.Tail(t))
 }

-func Scan[GV ~func() O.Option[T.Tuple2[GV, V]], GU ~func() O.Option[T.Tuple2[GU, U]], FCT ~func(V, U) V, U, V any](f FCT, initial V) func(ma GU) GV {
+func Scan[GV ~func() O.Option[P.Pair[GV, V]], GU ~func() O.Option[P.Pair[GU, U]], FCT ~func(V, U) V, U, V any](f FCT, initial V) func(ma GU) GV {
 	// pre-declare to avoid cyclic reference
 	var m func(GU) func(V) GV

@@ -33,7 +33,7 @@ func Scan[GV ~func() O.Option[T.Tuple2[GV, V]], GU ~func() O.Option[T.Tuple2[GU,
 		return F.Nullary2(
 			ma,
 			O.Map(F.Flow2(
-				T.Map2(m, F.Bind1st(f, current)),
+				P.BiMap(m, F.Bind1st(f, current)),
 				apTuple[V, GV],
 			)),
 		)
--- a/iterator/stateless/generic/take.go
+++ b/iterator/stateless/generic/take.go
@@ -19,10 +19,10 @@ import (
 	F "github.com/IBM/fp-go/function"
 	N "github.com/IBM/fp-go/number/integer"
 	O "github.com/IBM/fp-go/option"
-	T "github.com/IBM/fp-go/tuple"
+	P "github.com/IBM/fp-go/pair"
 )

-func Take[GU ~func() O.Option[T.Tuple2[GU, U]], U any](n int) func(ma GU) GU {
+func Take[GU ~func() O.Option[P.Pair[GU, U]], U any](n int) func(ma GU) GU {
 	// pre-declare to avoid cyclic reference
 	var recurse func(ma GU, idx int) GU

@@ -34,7 +34,7 @@ func Take[GU ~func() O.Option[T.Tuple2[GU, U]], U any](n int) func(ma GU) GU {
 			fromPred,
 			O.Chain(F.Ignore1of1[int](F.Nullary2(
 				ma,
-				O.Map(T.Map2(F.Bind2nd(recurse, idx+1), F.Identity[U])),
+				O.Map(P.BiMap(F.Bind2nd(recurse, idx+1), F.Identity[U])),
 			))),
 		)
 	}
--- a/iterator/stateless/generic/uniq.go
+++ b/iterator/stateless/generic/uniq.go
@@ -18,7 +18,7 @@ package generic
 import (
 	F "github.com/IBM/fp-go/function"
 	O "github.com/IBM/fp-go/option"
-	T "github.com/IBM/fp-go/tuple"
+	P "github.com/IBM/fp-go/pair"
 )

 // addToMap makes a deep copy of a map and adds a value
@@ -31,23 +31,23 @@ func addToMap[A comparable](a A, m map[A]bool) map[A]bool {
 	return cpy
 }

-func Uniq[AS ~func() O.Option[T.Tuple2[AS, A]], K comparable, A any](f func(A) K) func(as AS) AS {
+func Uniq[AS ~func() O.Option[P.Pair[AS, A]], K comparable, A any](f func(A) K) func(as AS) AS {

 	var recurse func(as AS, mp map[K]bool) AS

 	recurse = func(as AS, mp map[K]bool) AS {
 		return F.Nullary2(
 			as,
-			O.Chain(func(a T.Tuple2[AS, A]) O.Option[T.Tuple2[AS, A]] {
+			O.Chain(func(a P.Pair[AS, A]) O.Option[P.Pair[AS, A]] {
 				return F.Pipe3(
-					a.F2,
+					P.Tail(a),
 					f,
 					O.FromPredicate(func(k K) bool {
 						_, ok := mp[k]
 						return !ok
 					}),
-					O.Fold(recurse(a.F1, mp), func(k K) O.Option[T.Tuple2[AS, A]] {
-						return O.Of(T.MakeTuple2(recurse(a.F1, addToMap(k, mp)), a.F2))
+					O.Fold(recurse(P.Head(a), mp), func(k K) O.Option[P.Pair[AS, A]] {
+						return O.Of(P.MakePair(recurse(P.Head(a), addToMap(k, mp)), P.Tail(a)))
 					}),
 				)
 			}),
@@ -57,6 +57,6 @@ func Uniq[AS ~func() O.Option[T.Tuple2[AS, A]], K comparable, A any](f func(A) K
 	return F.Bind2nd(recurse, make(map[K]bool, 0))
 }

-func StrictUniq[AS ~func() O.Option[T.Tuple2[AS, A]], A comparable](as AS) AS {
+func StrictUniq[AS ~func() O.Option[P.Pair[AS, A]], A comparable](as AS) AS {
 	return Uniq[AS](F.Identity[A])(as)
 }
--- a/iterator/stateless/generic/zip.go
+++ b/iterator/stateless/generic/zip.go
@@ -18,29 +18,29 @@ package generic
 import (
 	F "github.com/IBM/fp-go/function"
 	O "github.com/IBM/fp-go/option"
-	T "github.com/IBM/fp-go/tuple"
+	P "github.com/IBM/fp-go/pair"
 )

 // ZipWith applies a function to pairs of elements at the same index in two iterators, collecting the results in a new iterator. If one
 // input iterator is short, excess elements of the longer iterator are discarded.
-func ZipWith[AS ~func() O.Option[T.Tuple2[AS, A]], BS ~func() O.Option[T.Tuple2[BS, B]], CS ~func() O.Option[T.Tuple2[CS, C]], FCT ~func(A, B) C, A, B, C any](fa AS, fb BS, f FCT) CS {
+func ZipWith[AS ~func() O.Option[P.Pair[AS, A]], BS ~func() O.Option[P.Pair[BS, B]], CS ~func() O.Option[P.Pair[CS, C]], FCT ~func(A, B) C, A, B, C any](fa AS, fb BS, f FCT) CS {
 	// pre-declare to avoid cyclic reference
-	var m func(T.Tuple2[O.Option[T.Tuple2[AS, A]], O.Option[T.Tuple2[BS, B]]]) O.Option[T.Tuple2[CS, C]]
+	var m func(P.Pair[O.Option[P.Pair[AS, A]], O.Option[P.Pair[BS, B]]]) O.Option[P.Pair[CS, C]]

 	recurse := func(as AS, bs BS) CS {
-		return func() O.Option[T.Tuple2[CS, C]] {
+		return func() O.Option[P.Pair[CS, C]] {
 			// combine
 			return F.Pipe1(
-				T.MakeTuple2(as(), bs()),
+				P.MakePair(as(), bs()),
 				m,
 			)
 		}
 	}

 	m = F.Flow2(
-		O.SequenceTuple2[T.Tuple2[AS, A], T.Tuple2[BS, B]],
-		O.Map(func(t T.Tuple2[T.Tuple2[AS, A], T.Tuple2[BS, B]]) T.Tuple2[CS, C] {
-			return T.MakeTuple2(recurse(t.F1.F1, t.F2.F1), f(t.F1.F2, t.F2.F2))
+		O.SequencePair[P.Pair[AS, A], P.Pair[BS, B]],
+		O.Map(func(t P.Pair[P.Pair[AS, A], P.Pair[BS, B]]) P.Pair[CS, C] {
+			return P.MakePair(recurse(P.Head(P.Head(t)), P.Head(P.Tail(t))), f(P.Tail(P.Head(t)), P.Tail(P.Tail(t))))
 		}))

 	// trigger the recursion
@@ -49,6 +49,6 @@ func ZipWith[AS ~func() O.Option[T.Tuple2[AS, A]], BS ~func() O.Option[T.Tuple2[

 // Zip takes two iterators and returns an iterators of corresponding pairs. If one input iterators is short, excess elements of the
 // longer iterator are discarded
-func Zip[AS ~func() O.Option[T.Tuple2[AS, A]], BS ~func() O.Option[T.Tuple2[BS, B]], CS ~func() O.Option[T.Tuple2[CS, T.Tuple2[A, B]]], A, B any](fb BS) func(AS) CS {
-	return F.Bind23of3(ZipWith[AS, BS, CS, func(A, B) T.Tuple2[A, B]])(fb, T.MakeTuple2[A, B])
+func Zip[AS ~func() O.Option[P.Pair[AS, A]], BS ~func() O.Option[P.Pair[BS, B]], CS ~func() O.Option[P.Pair[CS, P.Pair[A, B]]], A, B any](fb BS) func(AS) CS {
+	return F.Bind23of3(ZipWith[AS, BS, CS, func(A, B) P.Pair[A, B]])(fb, P.MakePair[A, B])
 }
--- a/iterator/stateless/iterator.go
+++ b/iterator/stateless/iterator.go
@@ -20,19 +20,19 @@ import (
 	L "github.com/IBM/fp-go/lazy"
 	M "github.com/IBM/fp-go/monoid"
 	O "github.com/IBM/fp-go/option"
-	T "github.com/IBM/fp-go/tuple"
+	P "github.com/IBM/fp-go/pair"
 )

 // Iterator represents a stateless, pure way to iterate over a sequence
-type Iterator[U any] L.Lazy[O.Option[T.Tuple2[Iterator[U], U]]]
+type Iterator[U any] L.Lazy[O.Option[P.Pair[Iterator[U], U]]]

-// Next returns the [Iterator] for the next element in an iterator `T.Tuple2`
-func Next[U any](m T.Tuple2[Iterator[U], U]) Iterator[U] {
+// Next returns the [Iterator] for the next element in an iterator `P.Pair`
+func Next[U any](m P.Pair[Iterator[U], U]) Iterator[U] {
 	return G.Next(m)
 }

-// Current returns the current element in an [Iterator] `T.Tuple2`
-func Current[U any](m T.Tuple2[Iterator[U], U]) U {
+// Current returns the current element in an [Iterator] `P.Pair`
+func Current[U any](m P.Pair[Iterator[U], U]) U {
 	return G.Current(m)
 }

--- a/iterator/stateless/scan_test.go
+++ b/iterator/stateless/scan_test.go
@@ -19,7 +19,7 @@ import (
 	"testing"

 	F "github.com/IBM/fp-go/function"
-	T "github.com/IBM/fp-go/tuple"
+	P "github.com/IBM/fp-go/pair"
 	"github.com/stretchr/testify/assert"
 )

@@ -29,14 +29,14 @@ func TestScan(t *testing.T) {

 	dst := F.Pipe1(
 		src,
-		Scan(func(cur T.Tuple2[int, string], val string) T.Tuple2[int, string] {
-			return T.MakeTuple2(cur.F1+1, val)
-		}, T.MakeTuple2(0, "")),
+		Scan(func(cur P.Pair[int, string], val string) P.Pair[int, string] {
+			return P.MakePair(P.Head(cur)+1, val)
+		}, P.MakePair(0, "")),
 	)

 	assert.Equal(t, ToArray(From(
-		T.MakeTuple2(1, "a"),
-		T.MakeTuple2(2, "b"),
-		T.MakeTuple2(3, "c"),
+		P.MakePair(1, "a"),
+		P.MakePair(2, "b"),
+		P.MakePair(3, "c"),
 	)), ToArray(dst))
 }
--- a/iterator/stateless/zip.go
+++ b/iterator/stateless/zip.go
@@ -17,7 +17,7 @@ package stateless

 import (
 	G "github.com/IBM/fp-go/iterator/stateless/generic"
-	T "github.com/IBM/fp-go/tuple"
+	P "github.com/IBM/fp-go/pair"
 )

 // ZipWith applies a function to pairs of elements at the same index in two iterators, collecting the results in a new iterator. If one
@@ -28,6 +28,6 @@ func ZipWith[FCT ~func(A, B) C, A, B, C any](fa Iterator[A], fb Iterator[B], f F

 // Zip takes two iterators and returns an iterators of corresponding pairs. If one input iterators is short, excess elements of the
 // longer iterator are discarded
-func Zip[A, B any](fb Iterator[B]) func(Iterator[A]) Iterator[T.Tuple2[A, B]] {
-	return G.Zip[Iterator[A], Iterator[B], Iterator[T.Tuple2[A, B]]](fb)
+func Zip[A, B any](fb Iterator[B]) func(Iterator[A]) Iterator[P.Pair[A, B]] {
+	return G.Zip[Iterator[A], Iterator[B], Iterator[P.Pair[A, B]]](fb)
 }
--- a/iterator/stateless/zip_test.go
+++ b/iterator/stateless/zip_test.go
@@ -19,7 +19,7 @@ import (
 	"fmt"
 	"testing"

-	T "github.com/IBM/fp-go/tuple"
+	P "github.com/IBM/fp-go/pair"
 	"github.com/stretchr/testify/assert"
 )

@@ -40,5 +40,5 @@ func TestZip(t *testing.T) {

 	res := Zip[string](left)(right)

-	assert.Equal(t, ToArray(From(T.MakeTuple2("a", 1), T.MakeTuple2("b", 2), T.MakeTuple2("c", 3))), ToArray(res))
+	assert.Equal(t, ToArray(From(P.MakePair("a", 1), P.MakePair("b", 2), P.MakePair("c", 3))), ToArray(res))
 }
--- a/Show More
+++ b/Show More
Author	SHA1	Message	Date
Dr. Carsten Leue	a1d6c94b15	fix: run benchmarks Signed-off-by: Dr. Carsten Leue <carsten.leue@de.ibm.com>	2025-11-08 09:31:48 +01:00
Dr. Carsten Leue	e4e28a6556	fix: more Kleisli simplified types Signed-off-by: Dr. Carsten Leue <carsten.leue@de.ibm.com>	2025-11-07 17:53:47 +01:00
Dr. Carsten Leue	7e7cc06f11	fix: add more Kleisli definitions Signed-off-by: Dr. Carsten Leue <carsten.leue@de.ibm.com>	2025-11-07 17:42:54 +01:00
Dr. Carsten Leue	54d5dbd04a	fix: more tests for iso and prism Signed-off-by: Dr. Carsten Leue <carsten.leue@de.ibm.com>	2025-11-07 17:31:27 +01:00
Dr. Carsten Leue	51adce0c95	fix: better package import Signed-off-by: Dr. Carsten Leue <carsten.leue@de.ibm.com>	2025-11-07 16:15:16 +01:00
Dr. Carsten Leue	aa5e908810	fix: introduce Kleisli type Signed-off-by: Dr. Carsten Leue <carsten.leue@de.ibm.com>	2025-11-07 14:35:46 +01:00
Dr. Carsten Leue	b3bd5e9ad3	fix: bind docs Signed-off-by: Dr. Carsten Leue <carsten.leue@de.ibm.com>	2025-11-06 16:18:15 +01:00
Dr. Carsten Leue	178df09ff7	fix: document ApS Signed-off-by: Dr. Carsten Leue <carsten.leue@de.ibm.com>	2025-11-06 16:08:35 +01:00
Dr. Carsten Leue	92eb9715bd	fix: implement some useful prisms Signed-off-by: Dr. Carsten Leue <carsten.leue@de.ibm.com>	2025-11-06 13:53:02 +01:00
Dr. Carsten Leue	41ebb04ae0	fix: upload coverage to coverall Signed-off-by: Dr. Carsten Leue <carsten.leue@de.ibm.com>	2025-11-06 11:45:01 +01:00
Dr. Carsten Leue	b2705e3adf	fix: disable to version updates Signed-off-by: Dr. Carsten Leue <carsten.leue@de.ibm.com>	2025-11-06 11:39:17 +01:00
renovate[bot]	b232183e47	chore(config): migrate config renovate.json (#143 ) Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>	2025-11-06 11:26:23 +01:00
Dr. Carsten Leue	0f9f89f16d	doc: improve documentation Signed-off-by: Dr. Carsten Leue <carsten.leue@de.ibm.com>	2025-11-06 11:20:50 +01:00
Dr. Carsten Leue	0d3a8634b1	fix: add inline annotations Signed-off-by: Dr. Carsten Leue <carsten.leue@de.ibm.com>	2025-11-06 10:54:24 +01:00
Dr. Carsten Leue	56c8f1b034	fix: fix build Signed-off-by: Dr. Carsten Leue <carsten.leue@de.ibm.com>	2025-11-06 09:57:58 +01:00
Dr. Carsten Leue	bad86cd769	fix: try to fix build Signed-off-by: Dr. Carsten Leue <carsten.leue@de.ibm.com>	2025-11-06 09:50:03 +01:00
Dr. Carsten Leue	d0c5f32111	fix: add go 1.25 to build matrix Signed-off-by: Dr. Carsten Leue <carsten.leue@de.ibm.com>	2025-11-06 09:43:27 +01:00
renovate[bot]	77745c1348	fix(deps): update go dependencies (#142 ) Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>	2025-11-06 09:39:27 +01:00
李鑫	2c96cef500	feat: add array.MonadReduce() function (#132 ) Signed-off-by: lixin <lixin@dustess.com> Co-authored-by: lixin <lixin@dustess.com>	2025-11-06 09:28:20 +01:00
Carsten Leue	3385c705dc	Implement v2 using type aliases (#141 ) * fix: initial checkin of v2 Signed-off-by: Dr. Carsten Leue <carsten.leue@de.ibm.com> * fix: slowly migrate IO Signed-off-by: Dr. Carsten Leue <carsten.leue@de.ibm.com> * fix: migrate MonadTraverseArray and TraverseArray Signed-off-by: Dr. Carsten Leue <carsten.leue@de.ibm.com> * fix: migrate traversal Signed-off-by: Dr. Carsten Leue <carsten.leue@de.ibm.com> * fix: complete migration of IO Signed-off-by: Dr. Carsten Leue <carsten.leue@de.ibm.com> * fix: migrate ioeither Signed-off-by: Dr. Carsten Leue <carsten.leue@de.ibm.com> * fix: refactorY Signed-off-by: Dr. Carsten Leue <carsten.leue@de.ibm.com> * fix: next step in migration Signed-off-by: Dr. Carsten Leue <carsten.leue@de.ibm.com> * fix: adjust IO generation code Signed-off-by: Dr. Carsten Leue <carsten.leue@de.ibm.com> * fix: get rid of more IO methods Signed-off-by: Dr. Carsten Leue <carsten.leue@de.ibm.com> * fix: get rid of more IO * fix: convert iooption Signed-off-by: Dr. Carsten Leue <carsten.leue@de.ibm.com> * fix: convert reader Signed-off-by: Dr. Carsten Leue <carsten.leue@de.ibm.com> * fix: convert a bit of reader Signed-off-by: Dr. Carsten Leue <carsten.leue@de.ibm.com> * fix: new build script Signed-off-by: Dr. Carsten Leue <carsten.leue@de.ibm.com> * fix: cleanup Signed-off-by: Dr. Carsten Leue <carsten.leue@de.ibm.com> * fix: reformat Signed-off-by: Dr. Carsten Leue <carsten.leue@de.ibm.com> * fix: simplify Signed-off-by: Dr. Carsten Leue <carsten.leue@de.ibm.com> * fix: some cleanup Signed-off-by: Dr. Carsten Leue <carsten.leue@de.ibm.com> * fix: adjust Pair to Haskell semantic Signed-off-by: Dr. Carsten Leue <carsten.leue@de.ibm.com> * fix: documentation and testcases Signed-off-by: Dr. Carsten Leue <carsten.leue@de.ibm.com> * fix: some performance optimizations Signed-off-by: Dr. Carsten Leue <carsten.leue@de.ibm.com> * fix: remove coverage Signed-off-by: Dr. Carsten Leue <carsten.leue@de.ibm.com> * fix: better doc Signed-off-by: Dr. Carsten Leue <carsten.leue@de.ibm.com> --------- Signed-off-by: Dr. Carsten Leue <carsten.leue@de.ibm.com>	2025-11-06 09:27:00 +01:00
ibm-mend-app[bot]	7874859c4b	Add .whitesource configuration file (#140 ) Co-authored-by: ibm-mend-app[bot] <142626574+ibm-mend-app[bot]@users.noreply.github.com>	2025-11-06 09:22:43 +01:00
renovate[bot]	25e3d1d85c	fix(deps): update module github.com/stretchr/testify to v1.11.1 (#139 ) Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>	2025-08-27 22:40:53 +00:00
renovate[bot]	d7ff994fb7	fix(deps): update module github.com/stretchr/testify to v1.11.0 (#138 ) Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>	2025-08-25 01:44:33 +00:00
renovate[bot]	1cdca552b2	chore(deps): update actions/checkout action to v4.3.0 (#137 ) Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>	2025-08-11 18:38:27 +00:00
renovate[bot]	73480ca030	fix(deps): update module github.com/urfave/cli/v2 to v2.27.7 (#136 ) Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>	2025-06-14 10:26:20 +00:00
renovate[bot]	734e2b0055	chore(deps): update actions/setup-node action to v4.4.0 (#134 ) Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>	2025-04-14 10:54:36 +00:00
renovate[bot]	4c28859e89	chore(deps): update actions/setup-node action to v4.3.0 (#131 ) Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>	2025-03-17 06:44:51 +00:00
renovate[bot]	a516849c07	fix(deps): update module github.com/urfave/cli/v2 to v2.27.6 (#130 ) Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>	2025-03-05 22:50:57 +00:00
sarabande	29200d34dc	docs(iterator): update Cycle function documentation (#128 )	2025-03-02 00:21:41 +01:00
renovate[bot]	7a3989989b	chore(deps): update actions/setup-node action to v4.2.0 (#127 ) Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>	2025-01-27 22:04:25 +00:00
renovate[bot]	6a6d53f025	fix(deps): update module github.com/stretchr/testify to v1.10.0 (#126 ) Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>	2024-11-23 15:33:28 +00:00
renovate[bot]	078da752cd	chore(deps): update actions/setup-node action to v4.1.0	2024-10-24 20:12:43 +00:00
renovate[bot]	1a489fde27	chore(deps): update actions/checkout action to v4.2.2	2024-10-23 19:31:36 +00:00
renovate[bot]	a135b2acae	fix(deps): update module github.com/urfave/cli/v2 to v2.27.5	2024-10-13 20:09:16 +00:00
renovate[bot]	9e9dfa1f5f	chore(deps): update actions/checkout action to v4.2.1	2024-10-07 22:39:01 +00:00
renovate[bot]	dd87ea12b3	chore(deps): update actions/checkout action to v4.2.0	2024-09-25 21:29:08 +00:00
renovate[bot]	5fc0d18c97	chore(deps): update actions/setup-node action to v4.0.4	2024-09-19 20:14:45 +00:00
CRaLFa	76c1297576	fix typos in README and comment (#119 ) Signed-off-by: CRaLFa <minami.smd@gmail.com>	2024-09-12 09:40:19 +02:00
Dr. Carsten Leue	68aeb4c725	fix: script Signed-off-by: Dr. Carsten Leue <carsten.leue@de.ibm.com>	2024-08-27 16:57:59 +02:00
Dr. Carsten Leue	53f3fa1828	fix: semantic release Signed-off-by: Dr. Carsten Leue <carsten.leue@de.ibm.com>	2024-08-27 16:43:21 +02:00
Dr. Carsten Leue	97e1e4d92d	fix: add test for go 1.23 Signed-off-by: Dr. Carsten Leue <carsten.leue@de.ibm.com>	2024-08-27 16:39:52 +02:00
Dr. Carsten Leue	ec57d5cd4a	fix: go mod tidy Signed-off-by: Dr. Carsten Leue <carsten.leue@de.ibm.com>	2024-08-27 16:37:22 +02:00
renovate[bot]	0ae5b43724	fix(deps): update module github.com/urfave/cli/v2 to v2.27.4	2024-08-11 19:12:08 +00:00
renovate[bot]	e73e14c0ae	fix(deps): update module github.com/urfave/cli/v2 to v2.27.3	2024-07-25 03:34:59 +00:00
renovate[bot]	325bc376f9	chore(deps): update actions/setup-node action to v4.0.3	2024-07-09 20:06:20 +00:00
Dr. Carsten Leue	f646ace9fe	chore: git mod tidy Signed-off-by: Dr. Carsten Leue <carsten.leue@de.ibm.com>	2024-06-24 09:24:15 +02:00
Laglangyue	9f8161fbc1	chore: ignore fp-go file for unix machine (#115 ) Signed-off-by: tangjiafu <tangjiafu@apache.org> Co-authored-by: tangjiafu <tangjiafu@apache.org>	2024-06-24 09:22:40 +02:00
renovate[bot]	1c4f2c0403	chore(deps): update actions/checkout action to v4.1.7	2024-06-13 02:39:23 +00:00
Dr. Carsten Leue	3b3b80aed0	fix: some more tests Signed-off-by: Dr. Carsten Leue <carsten.leue@de.ibm.com>	2024-05-27 11:54:04 +02:00
Dr. Carsten Leue	fdff4e4735	fix: more tests Signed-off-by: Dr. Carsten Leue <carsten.leue@de.ibm.com>	2024-05-26 16:23:40 +02:00
Dr. Carsten Leue	391754e5a6	fix: more testing Signed-off-by: Dr. Carsten Leue <carsten.leue@de.ibm.com>	2024-05-25 15:41:32 +02:00
Dr. Carsten Leue	598a7b261b	fix: add more tests Signed-off-by: Dr. Carsten Leue <carsten.leue@de.ibm.com>	2024-05-24 23:19:24 +02:00
Dr. Carsten Leue	f0f1a48965	fix: do not use v8 Signed-off-by: Dr. Carsten Leue <carsten.leue@de.ibm.com>	2024-05-24 21:43:36 +02:00
Dr. Carsten Leue	e39e5e0920	fix: add missing Fold to ReaderIOEither Signed-off-by: Dr. Carsten Leue <carsten.leue@de.ibm.com>	2024-05-24 12:55:20 +02:00
李鑫	9c7a5bb24b	fix: string format of pair.pairString() (#113 ) Signed-off-by: lixin <lixin@dustess.com> Co-authored-by: lixin <lixin@dustess.com>	2024-05-20 21:48:24 +02:00
renovate[bot]	89bda4f500	chore(deps): update actions/checkout action to v4.1.6	2024-05-17 05:37:34 +00:00
renovate[bot]	15dffb3256	chore(deps): update actions/checkout action to v4.1.5	2024-05-09 02:10:28 +00:00
t-hg	95fbd93696	Fix typo (#106 ) Opertator -> Operator	2024-04-29 08:47:26 +02:00
renovate[bot]	6e0d5704bc	fix(deps): update module github.com/urfave/cli/v2 to v2.27.2	2024-04-27 19:09:18 +00:00
renovate[bot]	0aa95e656b	chore(deps): update actions/checkout action to v4.1.4	2024-04-25 18:08:51 +00:00
renovate[bot]	b3544a32fc	chore(deps): update actions/checkout action to v4.1.3	2024-04-22 16:18:16 +00:00
Dr. Carsten Leue	9ad9b4a9bf	fix: update dependencies Signed-off-by: Dr. Carsten Leue <carsten.leue@de.ibm.com>	2024-03-20 21:43:03 +01:00
Francis Zhou	74763bdadc	correct the generic type for FromIO (#104 ) Signed-off-by: francis <francis.tm@me.com>	2024-03-11 16:18:30 +01:00
renovate[bot]	9aa2ae041f	fix(deps): update module github.com/stretchr/testify to v1.9.0	2024-03-02 18:23:13 +00:00
Dr. Carsten Leue	d356fa3c89	fix: more auto generated templates fo DI Signed-off-by: Dr. Carsten Leue <carsten.leue@de.ibm.com>	2024-02-29 16:27:23 +01:00
Dr. Carsten Leue	f61507254d	fix: small changes to readall Signed-off-by: Dr. Carsten Leue <carsten.leue@de.ibm.com>	2024-02-22 13:58:39 +01:00
Dr. Carsten Leue	85f8071c75	fix: add ToWriter Signed-off-by: Dr. Carsten Leue <carsten.leue@de.ibm.com>	2024-02-20 16:10:58 +01:00
Dr. Carsten Leue	76ae6f2bec	fix: more functions for StateReaderIOEither Signed-off-by: Dr. Carsten Leue <carsten.leue@de.ibm.com>	2024-02-19 14:34:35 +01:00
Dr. Carsten Leue	f4f4fb306c	fix: add conversions for StateReaderIOEither Signed-off-by: Dr. Carsten Leue <carsten.leue@de.ibm.com>	2024-02-18 21:45:15 +01:00
Dr. Carsten Leue	747f477a96	fix: next small step towards StateReaderIOEither Signed-off-by: Dr. Carsten Leue <carsten.leue@de.ibm.com>	2024-02-18 21:01:39 +01:00
Dr. Carsten Leue	045f4e8849	fix: add basic implementation of StateReaderIOEither Signed-off-by: Dr. Carsten Leue <carsten.leue@de.ibm.com>	2024-02-17 23:06:52 +01:00
Dr. Carsten Leue	65e09e0e90	fix: expose Monad and Pointed for IOEither Signed-off-by: Dr. Carsten Leue <carsten.leue@de.ibm.com>	2024-02-16 15:54:40 +01:00
Dr. Carsten Leue	6ab6ff094b	fix: correct sequence order of TraverseArraySeq for IO Signed-off-by: Dr. Carsten Leue <carsten.leue@de.ibm.com>	2024-02-16 15:46:12 +01:00
Dr. Carsten Leue	e6e35d643c	fix: update doc Signed-off-by: Dr. Carsten Leue <carsten.leue@de.ibm.com>	2024-02-13 14:25:56 +01:00
Dr. Carsten Leue	01d490b710	fix: add State monad Signed-off-by: Dr. Carsten Leue <carsten.leue@de.ibm.com>	2024-02-13 14:23:33 +01:00
Dr. Carsten Leue	01786a054b	fix: refactor Writer monad Signed-off-by: Dr. Carsten Leue <carsten.leue@de.ibm.com>	2024-02-13 10:44:57 +01:00
Dr. Carsten Leue	d0e4984b60	fix: switch internal implementation of iterator from Tuple2 to Pair Signed-off-by: Dr. Carsten Leue <carsten.leue@de.ibm.com>	2024-02-12 10:33:42 +01:00
Dr. Carsten Leue	51ed1693a5	fix: refactory tests a bit Signed-off-by: Dr. Carsten Leue <carsten.leue@de.ibm.com>	2024-02-09 15:06:06 +01:00
Dr. Carsten Leue	0afedbd7fe	fix: generic order on ContramapCache Signed-off-by: Dr. Carsten Leue <carsten.leue@de.ibm.com>	2024-02-08 13:19:01 +01:00
Dr. Carsten Leue	3f1bde219a	fix: add go 1.22 to test Signed-off-by: Dr. Carsten Leue <carsten.leue@de.ibm.com>	2024-02-08 10:08:25 +01:00
Dr. Carsten Leue	6f91e91eb9	fix: add hash to http builder Signed-off-by: Dr. Carsten Leue <carsten.leue@de.ibm.com>	2024-02-08 09:42:29 +01:00
Dr. Carsten Leue	9f6b6d4968	fix: optimize use of tuples Signed-off-by: Dr. Carsten Leue <carsten.leue@de.ibm.com>	2024-02-08 08:41:51 +01:00