VibeRails Rollout Playbook

What this page is

This is an implementation playbook, not a customer case-study page. Use it to run your own measurable pilot and decide whether to expand.

14-day pilot structure

1. Day 1-2: Select one representative repository with active maintenance pressure and known risk.
2. Day 3-5: Run one full review and produce an HTML report for engineering leadership.
3. Day 6-9: Triage top findings with senior engineers; classify false positives and true risk.
4. Day 10-12: Run one focused fix session on approved issues in a non-critical branch.
5. Day 13-14: Retrospective against scorecard and go/no-go decision.

Scorecard to use in decision meetings

• Signal quality: accepted findings / total triaged findings.
• Time impact: triage time per accepted issue.
• Fix reliability: accepted fixes merged / proposed fixes.
• Risk coverage: number of severe issues discovered outside normal PR review scope.
• Adoption confidence: engineer feedback on workflow fit and trust.

Governance guardrails

• Keep human approval mandatory for all fixes in pilot phase.
• Use branch protection and standard CI checks before merge.
• Document data flow from developer machine to chosen AI provider.
• For strict environments, follow the air-gapped deployment path.

Related technical references

• Trust Center
• Data flow and privacy reference
• Local AI code review guide