verity/labs
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Vibe code cleanup

Turn vibe-coded code into a product you can trust.

A vibe-coded app can prove the idea fast, then hit a wall: tangled logic, fragile auth, no tests, unclear data flow, and production risks nobody has mapped. Verity audits the codebase, fixes the load-bearing problems, and turns the working demo into software your team can keep shipping.

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When this fits
  • Every small change breaks something unrelated
  • Auth, payments, or webhooks were generated and never reviewed
  • The app works for a demo but slows down under realistic data
  • Nobody is sure which code is safe to delete
  • There is no test coverage for signup, checkout, admin, or data writes
Outcomes
  • Clear production-readiness roadmap
  • Secure authentication and authorization
  • Reliable data model and migrations
  • Tests around critical flows
  • Clean boundaries between UI, business logic, and infrastructure
  • Deployment path your team can repeat
Deliverables
  • Codebase audit with prioritized findings
  • Security and dependency review
  • Refactor plan split into safe phases
  • Production fixes for the highest-risk areas
  • Testing, CI, and deployment recommendations
Questions

Do you rewrite the whole app?

Usually no. We start by identifying the risky parts that affect security, data, scalability, and maintainability, then refactor those in order. A full rebuild only makes sense when the current foundation is more expensive to save than replace.

Can you work with non-technical founders?

Yes. The audit is written in plain language, with engineering detail behind each finding. You get a decision-ready plan instead of a vague code review.

Which AI builders do you support?

We can review code generated with Cursor, Lovable, Bolt, Replit, v0, Claude Code, ChatGPT, and similar AI coding workflows.

Start with clarity

Send the repo, product context, and the launch pressure. We will tell you what we would fix first.