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Running GitHub Actions Locally with Act

Ayooluwa Isaiah
Updated on March 24, 2025

Developing GitHub Actions workflows can be a frustrating experience of trial and error. A typical scenario involves writing a workflow, pushing it to a feature branch, discovering syntax errors or mistakes, pushing multiple fixes, and finally squashing dozens of "fix workflow" commits before merging.

Fix workflow GitHub commit

The problem isn't just the wait times between runs, but the inability to debug workflows locally. While you can test individual scripts or commands on your machine, you can't verify how they'll behave in GitHub's environment until you push them.

Act significantly improves this experience by enabling you to run and debug GitHub Actions workflows locally by simulating GitHub's environment using Docker containers. Instead of pushing changes and waiting for results, you can test workflows on your machine, catch and fix issues immediately, and only push once you're confident everything works.

This tutorial will walk you through setting up and using Act for turning workflow development from a frustrating remote debugging process into a seamless local development exercise.

Let's get started!

Prerequisites

To follow this tutorial, you need a recent version of Docker installed on your system. Additionally, ensure that the Docker daemon is running before proceeding. You can check its status with:

 
sudo systemctl status docker
Output
Place your right thumb on the fingerprint reader
● docker.service - Docker Application Container Engine
     Loaded: loaded (/usr/lib/systemd/system/docker.service; enabled; preset: disabled)
    Drop-In: /usr/lib/systemd/system/service.d
             └─10-timeout-abort.conf, 50-keep-warm.conf
Active: active (running) since Wed 2025-02-12 20:41:10 WAT; 18h ago
Invocation: 2a7d5b896ebc4528ada8349330f91b09 TriggeredBy: ● docker.socket Docs: https://docs.docker.com Main PID: 82184 (dockerd) Tasks: 22 Memory: 243.6M (peak: 651.5M swap: 12M swap peak: 13.8M) CPU: 3min 15.813s CGroup: /system.slice/docker.service └─82184 /usr/bin/dockerd -H fd:// --containerd=/run/containerd/containerd.sock

If the Active status is not active (running), start Docker with:

 
sudo systemctl start docker

With Docker properly set up, you're ready to install and use Act.

Installing the Act CLI

To get started with Act, run the command below to install the latest version available for your operating system:

 
curl --proto '=https' --tlsv1.2 -sSf https://raw.githubusercontent.com/nektos/act/master/install.sh | sudo bash

Alternatively, you can explore other installation methods or download a pre-built binary from the GitHub releases page.

You can confirm that act is installed correctly by running:

 
act --version
Output
act version 0.2.74

How does Act work?

Act allows you to run GitHub Actions workflows locally by simulating the CI/CD environment within Docker containers. When executed, Act first reads your workflow files from .github/workflows/ and analyzes which actions need to run based on the specified triggers and conditions.

The tool then interacts with Docker to prepare the necessary container images. It either pulls pre-built images (like catthehacker/ubuntu:act-latest) or builds custom ones as defined in your workflows.

Throughout execution, Act maintains a local context that simulates GitHub's environment, allowing workflows to run as they would on GitHub's infrastructure. This includes managing workspace directories, setting up action runners, handling event payloads, and providing GitHub-compatible environment variables and contexts.

The key difference from GitHub's actual environment is that Act runs everything locally, using Docker to isolate and execute actions while providing similar capabilities to GitHub's hosted runners. This allows developers to test and debug their workflows locally before pushing changes to their repository.

Running Act for the first time

Before running act, you need a project that contains GitHub Actions workflows. To follow along, fork this sample project, which includes a simple Go application with pre-configured workflows, and clone it to your machine:

 
git clone https://github.com/<your_username>/act-tutorial

Then change into the project directory:

 
cd act-tutorial

You can inspect the workflows in the repository by running:

 
act --list
Output
Stage  Job ID           Job name                  Workflow name   Workflow file  Events
0      lint             lint                      CI              ci.yml         pull_request
0      test             test                      Run tests       test.yml       push

This output shows the available workflows and their corresponding jobs. The lint job runs as part of the CI workflow when a pull request is made, while the test job runs within the Run tests workflow upon a push to the repository.

To understand these jobs better, let's examine the workflow files:

.github/workflows/ci.yml
name: CI

on:
  pull_request:
    branches:
      - main

jobs:
  lint:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v4

      - uses: actions/setup-go@v5
        with:
          go-version: "1.24"

      - name: golangci-lint
        uses: golangci/golangci-lint-action@v6
        with:
          version: v1.64.2
 
name: Run tests

on:
  push:
    branches:
      - main

jobs:
  test:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v4

      - name: Setup Go
        uses: actions/setup-go@v5
        with:
          go-version: "1.24"

      - name: Run tests
        run: go test -v -race -coverprofile=coverage.txt -covermode=atomic ./...

These are simple workflows that lints pull requests to maintain code quality, and runs the project's tests on push events to verify that changes do not break the application.

By default, running act without any arguments executes all workflows associated with push events. Since the "CI" workflow only runs on pull requests, only the "Run tests" workflow will execute.

To see this in action, run:

 
act

When running act for the first time, you'll be prompted to select a default Docker image:

Output
? Please choose the default image you want to use with act:
  - Large size image: ca. 17GB download + 53.1GB storage, you will need 75GB of free disk space, snapshots of GitHub Hosted Runners without snap and pulled docker images
  - Medium size image: ~500MB, includes only necessary tools to bootstrap actions and aims to be compatible with most actions
  - Micro size image: <200MB, contains only NodeJS required to bootstrap actions, doesn't work with all actions

Default image and other options can be changed manually in /home/ayo/.config/act/actrc (please refer to https://github.com/nektos/act#configuration for additional information about file stru
cture)  [Use arrows to move, type to filter, ? for more help]
  Large
> Medium
Micro

The Medium image is recommended as it supports most actions while keeping the disk usage manageable. Once selected, act downloads the image and executes the workflows.

Once the image is set up, act will begin running the workflow. You'll see logs similar to the following:

Output
INFO[0000] Using docker host 'unix:///var/run/docker.sock', and daemon socket 'unix:///var/run/docker.sock'
. . .
[Run tests/test] ⭐ Run Main Run tests
[Run tests/test]   🐳  docker exec cmd=[bash -e /var/run/act/workflow/2] user= workdir=
| === RUN   TestCountWords
| === RUN   TestCountWords/basic_counting
| === RUN   TestCountWords/empty_string
| === RUN   TestCountWords/mixed_case
| --- PASS: TestCountWords (0.00s)
|     --- PASS: TestCountWords/basic_counting (0.00s)
|     --- PASS: TestCountWords/empty_string (0.00s)
|     --- PASS: TestCountWords/mixed_case (0.00s)
| PASS
| coverage: 50.0% of statements
| ok    github.com/betterstack-community/act-tutorial   1.027s  coverage: 50.0% of statements
[Run tests/test]   ✅  Success - Main Run tests
[Run tests/test] ⭐ Run Post Setup Go
[Run tests/test]   🐳  docker exec cmd=[/opt/acttoolcache/node/18.20.5/x64/bin/node /var/run/act/actions/actions-setup-go@v5/dist/cache-save/index.js] user= workdir=
| [command]/opt/hostedtoolcache/go/1.24.0/x64/bin/go env GOMODCACHE
| [command]/opt/hostedtoolcache/go/1.24.0/x64/bin/go env GOCACHE
| /root/go/pkg/mod
| /root/.cache/go-build
| [command]/usr/bin/tar --posix -cf cache.tzst --exclude cache.tzst -P -C /home/ayo/dev/betterstack/demo/act-tutorial --files-from manifest.txt --use-compress-program zstdmt
| Cache Size: ~26 MB (27232261 B)
| Cache saved successfully
| Cache saved with the key: setup-go-Linux-x64-ubuntu20-go-1.24.0-4b11ccdf1e7dd226ff50ddececac0c8ee38714da25a0be96f5d1e7fbde9ecde2
[Run tests/test]   ✅  Success - Post Setup Go
[Run tests/test] ⭐ Run Complete job
[Run tests/test] Cleaning up container for job test
[Run tests/test]   ✅  Success - Complete job
[Run tests/test] 🏁  Job succeeded

Each step in the workflow is prefixed with [Run tests/test], indicating which job is being executed. The test job successfully runs go test to verify code correctness, and reports code coverage.

If you're actively modifying workflows and want act to re-run automatically when files change, enable watch mode with:

 
act --watch

This will detect modifications and re-execute the relevant workflows, making it easier to iterate on your CI/CD configurations.

In the next section, we'll explore how to customize the runner images used by Act to match the GitHub-hosted environment or your own requirements.

Customizing Act's runner images

Act allows you to define and modify its behavior using actrc configuration files, which persist your preferred settings across runs, ensuring that you don't have to specify them manually each time.

If you selected the Medium image in the previous section, you'll see the configuration file in $XDG_CONFIG_HOME/act/actrc (~/.config/act/actrc on Linux) with the following contents:

~/.config/act/actrc
-P ubuntu-latest=catthehacker/ubuntu:act-latest
-P ubuntu-22.04=catthehacker/ubuntu:act-22.04
-P ubuntu-20.04=catthehacker/ubuntu:act-20.04
-P ubuntu-18.04=catthehacker/ubuntu:act-18.04

Each entry follows the format:

 
-P <runner-name>=<docker-image>

These mappings determine which Docker images Act will use when simulating GitHub Actions runners. For example:

  • -P ubuntu-latest=catthehacker/ubuntu:act-latest ensures that workflows targeting ubuntu-latest run inside the catthehacker/ubuntu:act-latest container.
  • Similarly, the ubuntu-22.04, ubuntu-20.04, and ubuntu-18.04 runners are mapped to their respective container images.

The catthehacker images are designed to resemble GitHub-hosted runners and provide a compatible environment for most workflows. However, they do not include all pre-installed tools available in GitHub Actions' official runners so full compatibility with your workflows isn't guaranteed.

Overriding default runner images

If your workflow requires a custom environment or additional dependencies, you can override the default images in your actrc file.

For example, to replace the ubuntu-latest runner with a custom image, you can use:

~/.config/act/actrc
-P ubuntu-latest=my-custom-image:latest

Or you can specify a different image dynamically when running act:

 
act -P ubuntu-latest=my-custom-image:latest

This flexibility allows you to use your own Docker images that better match your production environment or include pre-installed tools needed by your actions.

Windows and macOS runners

GitHub Actions supports Windows and macOS runners (such as windows-latest and macos-latest), but Act only supports Ubuntu-based containers. Attempting to use act with non-Ubuntu runners will result in an "unsupported platform" message, and those jobs will be skipped.

If you're running Act on a Windows or macOS host, you can bypass this limitation by running workflows directly on your host machine instead of inside Docker. To do this, use -self-hosted as the runner value:

 
act -P windows-latest=-self-hosted # Run workflows on Windows host
 
act -P macos-latest=-self-hosted # Run workflows on macOS host

This approach also works for Ubuntu-based workflows if you want to avoid Docker overhead:

 
act -P ubuntu-latest=-self-hosted # Run workflows on Ubuntu host

Beyond customizing runner images, Act offers additional configuration options to fine-tune its behavior. In the next section, we'll explore how to control workflow execution and specify event payloads.

Customizing Act's behavior

Act provides various options to tailor its execution, allowing you to control events, workflows, jobs, and individual steps. These customizations help simulate different GitHub Actions triggers and improve efficiency when testing workflows locally.

By default, Act runs workflows as if they were triggered by a push event (as we saw earlier). However, you can specify different event types when running workflows:

 
act push # equivalent to act
 
act pull_request # simulates a pull_request event
 
act workflow_dispatch # similates a workflow_dispatch event

To see all workflows that would be triggered for a given event, use the -l/--list flag:

 
act --list
Output
Stage  Job ID  Job name  Workflow name  Workflow file  Events
0      lint    lint      CI             ci.yml         pull_request
0      test    test      Run tests      test.yml       push

You can run the lint job by simulating the pull_request event with:

 
act pull_request

The CI/lint job will run and it should complete successfully:

Output
. . .
[CI/lint] ⭐ Run Post golangci-lint
[CI/lint]   🐳  docker exec cmd=[/opt/acttoolcache/node/18.20.5/x64/bin/node /var/run/act/actions/golangci-golangci-lint-action@v6/dist/post_run/index.js] user= workdir=
| Cache hit occurred on the primary key golangci-lint.cache-Linux-2876-524aac7ed694dd8236ed1e3a9988a38036156b49, not saving cache.
[CI/lint]   ✅  Success - Post golangci-lint
[CI/lint] ⭐ Run Post actions/setup-go@v5
[CI/lint]   🐳  docker exec cmd=[/opt/acttoolcache/node/18.20.5/x64/bin/node /var/run/act/actions/actions-setup-go@v5/dist/cache-save/index.js] user= workdir=
| [command]/opt/hostedtoolcache/go/1.24.0/x64/bin/go env GOMODCACHE
| [command]/opt/hostedtoolcache/go/1.24.0/x64/bin/go env GOCACHE
| /root/go/pkg/mod
| /root/.cache/go-build
| [command]/usr/bin/tar --posix -cf cache.tzst --exclude cache.tzst -P -C /home/ayo/dev/betterstack/demo/act-tutorial --files-from manifest.txt --use-compress-program zstdmt
| Cache Size: ~26 MB (27268645 B)
| Cache saved successfully
| Cache saved with the key: setup-go-Linux-x64-ubuntu20-go-1.24.0-4b11ccdf1e7dd226ff50ddececac0c8ee38714da25a0be96f5d1e7fbde9ecde2
[CI/lint]   ✅  Success - Post actions/setup-go@v5
[CI/lint] ⭐ Run Complete job
[CI/lint] Cleaning up container for job lint
[CI/lint]   ✅  Success - Complete job
[CI/lint] 🏁  Job succeeded

Using custom event payloads

Some workflows depend on event-specific properties that Act cannot infer automatically. To fully simulate these events, you need to provide a custom event payload file.

For example, to simulate a push event with a tag, you can create a JSON file with the following payload:

payload.json
{
  "ref": "refs/tags/v1.0.0",
}

Then, pass this file to Act using the -e/--eventpath flag:

 
act --eventpath payload.json

Filtering workflows and jobs

Another common need is narrowing down what workflows or jobs should be ran which can be achieved in various ways.

For instance, to execute only specific workflows, use the -W/--workflows flag:

 
act --workflows '.github/workflows/ci.yml' # run all jobs in the ci.yml file
 
act --workflows '.github/workflows/checks' # run all workflows in the checks subdirectory

You can also run specific jobs with the -j/--job flag:

 
act --job lint

Skipping jobs and steps

In some cases, certain jobs should only run on GitHub Actions and be skipped when using Act locally.

You can prevent Act from running specific jobs or steps by leveraging custom event properties or environment variables.

Let's start with skipping jobs:

 
on: push
jobs:
  deploy:
if: ${{ !github.event.act }} # skip during local actions testing
runs-on: ubuntu-latest steps: . . .

You can conditionally skip a job in Act by adding a custom event property (github.event.act) and checking for it in the job's if condition.

Then, in your payload.json file, set the act property:

payload.json
{
  "act": true
}

When running act, ensure to provide the payload file:

 
act --eventpath payload.json

This ensures that the deploy job is skipped when running Act locally but runs on GitHub Actions.

If you'd like to skip a step when running workflows locally, use an environment variable (such as env.ACT), which can be set dynamically:

 
- name: Some step
  if: ${{ !env.ACT }} # skip this step when running locally
  run: |
    ...

Then run act while setting the ACT environment variable:

 
act --env ACT=true

Note that this environmental variable approach cannot work for skipping jobs because the env context isn't available in job-level if conditions.

Specifying variables and secrets

Act provides multiple ways to handle environment variables, repository variables, and secrets when testing GitHub Actions workflows locally. Let's look at each one in turn.

Environmental variables

Environment variables are configuration values accessible using ${{ env.VARIABLE_NAME }} in workflows or $VARIABLE_NAME in scripts. Act allows you to define these variables using the --env flag or an .env file.

 
act --env NODE_ENV=production --env DEBUG=true
 
act --env-file .env
.env
NODE_ENV=production
DEBUG=true
PORT=3000

Repository variables

In GitHub Actions, repository variables provide reusable configuration values across workflows, accessible via ${{ vars.VARIABLE }}. Act supports these using --var or --var-file.

 
act --var DEPLOY_ENV=staging --var API_VERSION=v2

You can specify repository variables using a file (formatted like .env):

 
act --var-file .vars

Secrets

Secrets are encrypted variables used for sensitive data like API keys, credentials, or passwords. They are specified in the GitHub repository settings and accessed via ${{ secrets.SECRET_NAME }} in workflow files.

Since Act runs locally, you must explicitly provide secrets when testing workflows, and there are three ways to achieve this:

1. Secure prompt

Running Act with --secret SECRET_NAME (without assigning a value) prompts you to enter the secret securely:

 
act --secret API_TOKEN

Act prompting for API_TOKEN

You can also specify a secret inline, but this exposes it in shell history:

 
act --secret API_TOKEN=secret1234
  1. Using a secrets file

For multiple secrets, use a secrets file in .env format:

 
act --secret-file .secrets
.secrets
API_TOKEN=secret1234
SOME_PASSWORD=s3cureP@ss

Using GITHUB_TOKEN in Act

On GitHub, a GITHUB_TOKEN is automatically generated for each workflow execution. However, when running Act locally, this token is not available by default, which may cause authentication errors.

To prevent this, you need to supply a Personal Access Token (PAT) using any of the methods mentioned above.

 
act --secret GITHUB_TOKEN # prompt for value securey

If you have the GitHub CLI installed, you can automatically retrieve and pass your authentication token to Act with:

 
act --secret GITHUB_TOKEN="$(gh auth token)"

Note that passing an actual GITHUB_TOKEN would make act able to access and modify your GitHub resources so use with caution.

Working with GitHub Action artifacts

GitHub Action artifacts allow jobs to share data within a workflow and retain files after execution. They are commonly used for:

  • Sharing build outputs between jobs
  • Storing test results and coverage reports
  • Preserving logs for debugging and analysis

However, when testing workflows locally with Act, special configuration is required because GitHub's artifact storage system isn't available.

To use artifacts with Act, specify a local storage path using the --artifact-server-path flag:

 
act --artifact-server-path <path_to_artifact_dir>

Without this flag, jobs using actions/upload-artifact or actions/download-artifact will fail with a ACTIONS_RUNTIME_TOKEN error.

To see artifact handling in action, add the following steps to the test job in your workflow:

.github/workflows/test.yml
. . .
jobs:
  . . .

  test:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v4

      . . .

- uses: actions/upload-artifact@v4
with:
name: code-coverage-report
path: ./coverage.txt

Then run act and provide a directory where the artifacts should be uploaded to:

 
act --artifact-server-path /tmp/artifacts

Once the workflow completes, the artifact (in this case, the coverage report) is stored in the specified directory. You can inspect the contents using:

 
tree /tmp/artifacts

You'll see that the artifact was stored in a zip file which you can subsequently unzip to inspect its contents.

Output
/tmp/artifacts/
└── 1
    └── code-coverage-report
        └── code-coverage-report.zip

This local artifact storage allows you to easily test multi-job workflows depending on upload-artifact and download-artifact without modification before running on GitHub.

Speeding up Act

By default, Act always pulls the Docker images for the specified runner even if its already present. If you want to speed up the workflow runs, you can enable offline mode which has the following behaviors:

  • It prevents downloading container images if they already exist locally.
  • If an action has been used before and is cached, offline runs can used these cached resources.
  • Since Act won't make repeated requests to GitHub for action downloads, it helps avoid hitting GitHub's API rate limits.
  • It eliminates timeouts caused by slow or unstable internet connections.

To activate offline mode, provide the --action-offline-mode:

 
act --action-offline-mode

Setting defaults in actrc

Act allows you to define default settings in an actrc configuration file, enabling persistent configurations without needing to specify options manually each time.

The syntax of the configuration file is one argument per line, with no comments allowed:

~/.config/actrc/actrc
-P ubuntu-latest=catthehacker/ubuntu:act-latest
-P ubuntu-22.04=catthehacker/ubuntu:act-22.04
-P ubuntu-20.04=catthehacker/ubuntu:act-20.04
-P ubuntu-18.04=catthehacker/ubuntu:act-18.04

Aside from the user-specific file located at $XDG_CONFIG_HOME/act/actrc, you can provide a project-specific .actrc at your project root to customize Act's behavior on a per-project basis:

For example:

.actrc
-P ubuntu-latest=catthehacker/ubuntu:act-latest
--action-offline-mode
--artifact-server-path=/tmp/artifacts
--secret-file=.secrets
--env-file=.env
--watch

This configuration sets a default runner image, enables offline mode, defines local artifact storage, loads secrets and environment variables, and enables watch mode for automatic workflow re-runs.

You can then execute act or specify the options for filtering workflows and jobs as needed. Note that most Defaults in actrc can be overridden per run using command-line arguments:

 
act --artifact-server-path=./artifacts # override the default artifacts path

Example

To demonstrate some of the features we just covered, let's create a GitHub Actions workflow that automatically generates a release when a new version tag (v*) is pushed to the repository:

.github/workflows/release.yml
name: Stable release

on:
  push:
    tags:
      - v*

jobs:
  release-counter:
    name: Build and release binary
    runs-on: ubuntu-latest
    if: github.ref_type == 'tag'
    steps:
      - name: Checkout
        uses: actions/checkout@v4

      - name: Setting up Go ${{ env.GO_VERSION }}
        uses: actions/setup-go@v5
        with:
          go-version: ${{ env.GO_VERSION }}

      - name: Running Go Build
        run: go build -o counter

      - name: Zipping binary
        run: zip counter.zip counter

      - name: Create stable release
        uses: softprops/action-gh-release@v2
        with:
          tag_name: ${{ github.ref_name }}
          name: ${{ github.ref_name }}
          draft: true
          prerelease: false
          files: |
            counter.zip

This workflow defines a single job named release-counter, which runs on the ubuntu-latest runner. It begins by checking out the repository, setting up the required Go version, and building the project into a binary named counter.

It then packages the binary into a zip file and uses softprops/action-gh-release to create a draft GitHub release, attaching the zip file from the previous step for distribution.

With Act, the workflow can be run and debugged before committing changes. However, since it cannot automatically generate a tag push event, you need to provide a simulated event payload:

payload.json
{
  "ref": "refs/tags/v1.0.0",
  "ref_type": "tag",
  "ref_name": "v1.0.0"
}

This mimics a push event where a tag (v1.0.0) is pushed. The ref_type ensures the event behaves as a tag push, allowing the condition if: github.ref_type == 'tag' in the workflow to evaluate as true.

You can then run act with the following arguments:

 
act \
 -e payload.json \
 -W .github/workflows/release.yml \
 --env GO_VERSION=1.24 \
 --secret GITHUB_TOKEN=$(gh auth token)

Here's a breakdown of the command arguments:

  • -e payload.json: Specifies the simulated event file.
  • -W .github/workflows/release.yml: Runs only the release workflow.
  • --env GO_VERSION=1.24: Sets the Go version required by the workflow.
  • --secret GITHUB_TOKEN=$(gh auth token): Passes an authentication token to allow softprops/action-gh-release to create the draft release.

Provided that your GITHUB_TOKEN has the right permissions, the job will complete successfully:

Build and release stable version

After the job runs, visit your repository's Releases page to verify the draft release:

GitHub releases

Once confirmed, you can deploy this workflow for automated version releases on GitHub.

Integrating Act with Visual Studio Code

If you're using VS Code, you can integrate your Act workflows into your editor through the GitHub Local Actions extension. Once its installed, you can click its icon on the sidebar to see all your workflows and run them as desired:

GitHub Local Actions in VS Code

Final thoughts

While Act significantly improves the GitHub Actions development experience, it has limitations. Workflows that rely heavily on GitHub's API operations may not work locally, and platform-specific actions or certain GitHub contexts may also behave differently in Act's environment.

For scenarios where local testing isn't sufficient, action-tmate provides a powerful complement to Act as it opens an interactive SSH session within your running workflow, and enables real-time debugging in the actual GitHub environment.

Despite its limitations, Act remains an invaluable tool for catching common issues early and reducing the iterative push-fix-push cycle typically needed when developing GitHub Actions' workflows. When used alongside action-tmate, it provides a comprehensive solution for efficient CI/CD workflow development.

Thanks for reading!

Author's avatar
Article by
Ayooluwa Isaiah
Ayo is a technical content manager at Better Stack. His passion is simplifying and communicating complex technical ideas effectively. His work was featured on several esteemed publications including LWN.net, Digital Ocean, and CSS-Tricks. When he's not writing or coding, he loves to travel, bike, and play tennis.
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Licensed under CC-BY-NC-SA

This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.

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