Baseline
Measure the current project without changing code and capture the retained metric.
Workflow
The loop is simple on purpose
Iterate
Plan, apply, verify, and commit one focused change per loop iteration.
Keep or Revert
Promote improvements and automatically roll back regressions with git-backed auditability.
Why it works
Built for inspection, not magic
Git-backed
Every candidate change becomes a real commit, and rejected changes are reverted with history intact.
Local-first
Projects, manifests, logs, and experiment artifacts stay on disk in a layout you can inspect and version.
Provider-agnostic
Swap between Codex, Claude Code, Gemini, OpenCode, or a fake provider through a consistent loop engine.