Perfect for
Why this works
Set up the gates and reviews to ship AI-written code safely
Fix critical security and reliability risks AI tools quietly created
Get a release pipeline with safe rollbacks so a bad deploy doesn't take you down
Wire up monitoring and alerting that catches issues before customers do
Stabilize vibe-coded MVPs without a rewrite
How it works
Assess
Look at code, architecture, AI workflow, infra, and deployment. Map what's solid and what's at risk.
Set up the safety net
AI-aware code review, security guardrails, CI/CD, observability. Fix the critical stuff first if needed.
Handoff
Document the setup, train your team, hand over a runbook. Post-launch support included.
What you get
AI-aware code review process and quality gates
Security guardrails (secrets, dependencies, auth, data flow)
Release pipeline with safe rollbacks so a bad deploy doesn't mean downtime
Monitoring, logging, alerting, and incident response setup
Critical fixes for vibe-coded MVPs in trouble
Architecture cleanup, documentation, and handoff guide