SALVAGE-01

AI Code Recovery

Your AI-generated code broke production or buried you in tech debt — we audit, fix, and harden it.

$25,000sprint2 weeks
[ WHO IS THIS FOR ]

CTO or VP Engineering at a company that shipped AI-generated code too fast and is now dealing with production incidents, escalating tech debt, or code the team can't maintain.

You need this when:

  • AI-generated code caused a production incident or outage
  • Tech debt spiked since the team started using AI coding tools
  • Engineers are spending more time debugging AI-written code than writing their own
  • Code reviews rubber-stamp AI output nobody fully understands
  • Leadership is considering banning AI coding tools entirely
[ ROI FRAME ]
RETURN ON INVESTMENT

At $15K, you recover from weeks of unchecked AI-generated code. One prevented production outage saves 10–100x the cost. Companies that establish AI coding guardrails early avoid the cycle of banning tools entirely and losing the productivity gains.

WHAT YOU GET
  • Full codebase audit focused on AI-introduced issues
  • Critical bug fixes and security patches deployed
  • Test coverage for the riskiest AI-generated code paths
  • Prioritized remediation backlog for remaining issues
  • AI coding policy with review standards and guardrails
  • Incident post-mortem template tailored to AI-related failures
WHAT YOU PROVIDE
  • Repository access and CI/CD pipeline access
  • List of known incidents or problem areas
  • An engineer available for 30 min/day to answer context questions
  • Deployment access to staging (and production for critical fixes)
[ CALENDAR ]

Scheduling happens after purchase. We will reach out within 1 business day to coordinate times.

Kickoff60 minWithin 3 business days of purchase
Midpoint Review30 minDay 5
Final Walkthrough60 minDay 10
[ ALTERNATIVES ]
  • Ban AI coding tools (loses productivity, doesn't fix existing damage)
  • Internal cleanup sprint (team that shipped the code can't objectively audit it)
  • Ignore it and hope for the best (tech debt compounds, next incident is worse)