Run GitHub Actions on your machine.
Caching in ~0 ms. Pause on failure. Let your AI agent fix it and retry — without pushing.
❯ npx @redwoodjs/agent-ci run --workflow .github/workflows/ci.yml
Initializing local runner environment...
Mounting local workspace: /Users/dev/project
Starting job: test-and-build
✓ Run actions/checkout@v4 (0s)
✓ Run actions/setup-node@v4 (0s)
✓ Run npm install (0s - cached)
▶ Run npm run test
✖ 1 failing test
Error: Expected true to be false
⚠️ Step failed. Runner paused.
Container state preserved. Fix the issue and run:
npx @redwoodjs/agent-ci retry --name runner-test-and-build
Principles
Principle
Instant Feedback
Reality
Cloud CI takes minutes to spin up, install dependencies, and run tests. The feedback loop is broken.
Advantage
By bind-mounting your local node_modules and tool caches, Agent CI starts in ~0ms. Your first run warms the cache; subsequent runs are instant.
Principle
Debug in Place
Reality
When a cloud CI job fails, the container is destroyed. You have to guess the fix, push, and wait again.
Advantage
Agent CI pauses on failure. The container stays alive with all state intact. Fix the issue on your host, then retry just the failed step.
Principle
True Compatibility
Reality
Other local runners use custom re-implementations of the GitHub Actions spec, leading to subtle bugs and drift.
Advantage
Agent CI emulates the server-side API surface and feeds jobs to the unmodified, official GitHub Actions runner binary.
Architecture Comparison
| Feature | GitHub Actions | Other local runners | Agent CI |
|---|---|---|---|
| Runner binary | Official | Custom re-implementation | Official |
| API layer | GitHub.com | Compatibility shim | Full local emulation |
| Cache round-trip | Network (~seconds) | Varies | ~0 ms (bind-mount) |
| On failure | Start over | Start over | Pause → fix → retry step |
| Container state | Destroyed | Destroyed | Kept alive |
In Developers' Own Words
"Waiting for CI could be the subtitle of the book of the last 3 weeks of my life
The Factory Life: Waiting for CI"
Jess Martin
@jessmartin
"An alternative to Act for AI? I'll take it!"
Eric Clemmons 🍊☁️
@ericclemmons
"Clever dude!"
Cyrus
@cyrusnewday
"Okay this is awesome"
Chris 🧑🌾
@chriszeuch
"I like the look of what you're cooking here 👀"
Andrew Jefferson
@EastlondonDev
"You can run Github actions workflows fully locally with Agent CI. Such a crazy good unlock for coding agents!"
Pekka Enberg
@penberg
"It's great."
Juho Vepsäläinen
@bebraw
"Oh noice."
Ahmad Awais
@MrAhmadAwais
Quick Start
1. Run
# Run a specific workflow
npx @redwoodjs/agent-ci run --workflow .github/workflows/ci.yml
# Run all relevant workflows for current branch
npx @redwoodjs/agent-ci run --all2. Retry
npx @redwoodjs/agent-ci retry --name <runner-name>AI Agent Integration
Install the agent skill — works with Claude Code, Cursor, Codex, and 40+ other agents:
npx skills add redwoodjs/agent-ci --skill agent-ciThen add to your agent instructions (CLAUDE.md, .cursorrules, AGENTS.md):
## CI
Install the agent-ci skill (one-time setup):
```bash
npx skills add redwoodjs/agent-ci --skill agent-ci
```
Before completing any work, run the `agent-ci` skill to validate
your changes locally. If it fails, fix the issue and re-run.
Do not report work as done until it passes.Claude Code: Agent CI also ships a /validate skill. Copy .claude/commands/validate.md into your project for automatic background execution with monitoring and retry.