Roles

Developer

• Run review iterations during commit preparation
• Resolve AI-flagged issues or document intent
• Use lrc --vouch only when comfortable taking explicit responsibility

Reviewer or Tech Lead

• Monitor patterns in review outcomes (ran, vouched, skipped)
• Coach teams on risk-heavy diff patterns
• Help define acceptable use for --skip

Security or Platform Owner

• Define high-risk categories and escalation rules
• Ensure hooks remain enabled in sensitive repositories
• Pair local guardrails with CI policy

Engineering Manager

• Set rollout targets (adoption, reduced incidents)
• Track behavior-level metrics instead of just install counts
• Ensure training on review loop usage

Suggested Decision Matrix