Collaboration

Rollout Model

1. Start with one pilot squad
2. Set a short baseline window (1 to 2 weeks)
3. Gather issue quality and false-positive feedback
4. Publish updated review playbook
5. Expand to adjacent teams

Recommended Metrics

• % commits with ran
• % commits with vouched
• % commits with skipped
• average iteration count per reviewed commit
• top repeated issue categories

Selected Launch Questions to Address Internally

Community launch discussions frequently asked:

• How configurable are checks?
• How are huge diffs handled?
• How does this differ from IDE-only or pre-commit checks?
• What data is sent?

Keep short internal answers ready in onboarding docs and team training.

Standard Team FAQ Answers

• Git-level trigger gives cross-IDE consistency.
• Large diffs should be batched when possible.
• skip is permitted only by policy exception.
• Only staged diff is sent for analysis based on project docs.

Communication Pattern

Use commit message status and a shared dashboard or weekly summary to keep review hygiene visible without blocking day-to-day shipping.