Team Rollout

Phase 1: Pilot

1. Select one team and two to four repositories.
2. Define initial global and repository rules.
3. Monitor review quality for one sprint.
4. Collect feedback and tune noisy rules.

Pilot (1 team)
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     v
Rule Tuning
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     v
Controlled Expansion
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     v
Full Operating Model

Phase 2: Controlled expansion

1. Enable additional repositories by priority.
2. Keep one technical owner per domain for rule updates.
3. Review acceptance rate and time saved weekly.

Phase 3: Operating model

• Weekly metrics review with engineering leads.
• Monthly learning cleanup and rule consolidation.
• Quarterly access and repository scope audit.
• Plan capacity based on growth and release cycles.

Recommended ownership

• Platform owner: integration and permissions.
• Team leads: repository rule quality.
• Engineering managers: capacity and adoption targets.