Codevetta

AI app launch risk review process

Codevetta is a focused launch risk review for builders who need a practical second opinion before real users depend on an AI-built product.

How it works

  1. Share repository access and any specific concerns you already have.
  2. I review architecture, risky implementation choices, and operational blind spots.
  3. You get prioritized findings with practical next steps ranked by impact and effort.

What I look for

  • Backend authorization and data-boundary risks
  • Secrets, payments, webhooks, and private data paths
  • AI-assisted code paths that are brittle or hard to maintain
  • Deployment assumptions and observability gaps around sensitive paths

What the report covers

  • Highest-risk decisions to fix before launch
  • Whether the codebase is ready to ship, needs targeted fixes, or needs deeper work
  • Recommendations ranked by impact and effort
  • Context on where a future developer is likely to get stuck

Best timing

The review is most useful before production launch, before a handoff to another developer, after an AI-assisted build sprint, or before committing to a major refactor.

Start with the AI app launch risk review overview, or read more about me.

If your launch fits one repo, one app, and one primary journey, check the US$750 founding cohort. For a framework-specific upgrade example, use the Next.js July 2026 security release checklist.