Every autonomous project produces a complete, versioned artifact package — ready to deploy on first boot.
A tarball containing everything needed to run, test, and ship a production application.
Complete project tree with type hints, docstrings, and architectural patterns
Unit tests, integration tests, and end-to-end tests. Minimum 80% coverage enforced
Installation guide, API reference, architecture overview, contributing guidelines
Dockerfile, docker-compose.yml, health checks, resource limits, multi-stage builds
Semgrep, Bandit, Safety, Trivy results. Auto-patch applied for critical and high CVEs
Environment templates (.env.example), CI/CD pipelines, deployment manifests
Every artifact passes through 7 verification gates before it's considered complete.
Requirements analysis and structured project plan JSON
Implementation with type safety and architectural patterns
Real compilation and test execution in isolated workspace
Self-healing loop: reads failures, patches code, re-runs (max 3 rounds)
Multi-dimensional code review: correctness, security, performance
README, API docs, inline comments, deployment guide
Tarball with source, tests, configs, Docker files, security report
Describe what you need and watch the agents build it.
python freeai.py auto-start "Build a FastAPI notes service with auth and tests" --watch