Ralph Workflow is a free, open-source AI agent orchestrator for coding work. You give it one well-specified task; it runs a Ralph loop (plan → build → verify → fix) with your chosen coding agent, then you come back to inspect the result. That simple core ships with a strong default workflow for writing software — adopt it as-is first, then extend it when you need to.
Ralph Workflow fits developers and small teams with work that is too big to babysit and too risky to trust blindly. It is not for vague prompts or repos without tests or other guardrails.
For the shortest honest first run — install, diagnose, one focused task,
and what success looks like — open START_HERE.md.
The fuller tutorial is
Getting started.
The full operator manual lives under
ralph-workflow/docs/sphinx/.
For a self-contained manual snapshot, run this from ralph-workflow/ on
Linux, macOS, or WSL with uv 0.7.0 or newer:
make install # `rdev --version` ends in -build
# or: make dev # `rdev --version` ends in -devBoth commands install the rdev launcher only, so they never shadow a
published ralph: an existing global ralph is reported and left in place,
and rdev is used instead of it. An rdev from an earlier dev build is
replaced. Native Windows users should install the published package instead,
for example with pipx install ralph-workflow or pip install ralph-workflow.
make stable owns the global ralph and still asks: continue, remove a pipx
or uv tool installation, or abort. See the
contributor setup guide
for the checkout transaction, failures, stable installs, and switching builds.
Ralph Workflow ships nine built-in agent backends: Claude Code,
Claude Code headless, Codex, OpenCode, Nanocoder, AGY (Google Anti
Gravity), Pi, Cursor, and Kimi (Kimi Code). Pick one, authenticate it once on your
machine, and Ralph Workflow uses it. Selection and trust-boundary
details are in agents and
agent-compatibility.
START_HERE.md— runnable first-run walkthroughdocs/README.md— docs map by reader questionralph-workflow/docs/sphinx/index.rst— maintained operator manual (configure, operate, extend)
- Runtime: Python ≥ 3.12, local-first.
- License: AGPL-3.0-or-later.
- PyPI: https://pypi.org/project/ralph-workflow/
- Issue tracker: https://github.com/Ralph-Workflow/Ralph-Workflow/issues/new
- Contribution route:
CONTRIBUTING.md→ralph-workflow/CONTRIBUTING.md
The Ralph Loop pattern is attributed to Geoffrey Huntley (ghuntley.com/ralph); Ralph Workflow is an independent reference implementation.