Documentation
Getting teams ready for Sentaryn.
This page describes pilot prerequisites, product concepts, and the intended design-partner workflow. Hosted GitHub enforcement is not presented here as an already-live capability.
Pilot requirements
Who the first pilots are for
- AI-heavy software teams using GitHub pull requests
- Teams using Codex, Claude Code, Cursor, Copilot, or similar tools
- Willingness to start in Shadow Mode
- Willingness to review findings and help tune policy fit
What Sentaryn evaluates
Core checks
- Expected vs actual repository scope
- Sensitive-path and protected-file detection
- Required evidence for governed changes
- Explainable allow / approval / block outcomes
Suggested pilot flow
Start with proof, not friction
- Begin with the planned Shadow Mode pilot workflow
- Evaluate real AI-generated repository changes
- Measure useful catches and false positives
- Tune policy and evidence requirements
- Decide whether a future required-check integration is justified
Outcome
What a good pilot should produce
- Real repository scope examples
- Evidence requirements that match team reality
- Clear useful catches
- A trustworthy developer experience