For engineering teams · first reference workflow
Start with a small, well-defined request. Finish with a draft pull request and the evidence a reviewer needs.
A suitable first pilot
Designed around your review
The intended evidence includes the source request, reviewed plan, checks performed, unresolved uncertainty and the people who made each decision.
A low-risk UI improvement or documentation change can make a better first experiment than an authentication redesign.
Planned integration path
Versioned inputs and a readiness adapter around the existing evaluator. Integration is planned.
Codex and Claude Code are planned specialist executors, subject to the same conformance requirements.
Independently checked changes for a human reviewer. No automatic merge or deployment.
Start with one useful workflow
Choose a bounded use case, name the human decisions and define the evidence you would need.
Plan your pilot ↗