Emergency triage, stabilization, and refactoring for fragile AI-generated applications.
Stuck with a broken AI prototype or failing deployment? I take on emergency codebase stabilization with immediate 48-72h turnaround.
Did an AI code generator (Cursor, Claude, ChatGPT, Lovable, v0) get your MVP 80% of the way there, only to hit a wall of broken state, phantom edge cases, security leaks, or unmaintainable spaghetti code? You do not need to scrap it and start over. I audit, stabilize, refactor, and harden fragile AI-generated prototypes into production-grade systems in 48 to 72 hours.
Within 12 hours of repository access, I conduct a line-by-line inspection of environment variables, auth boundaries, database indexes, and state lifecycles to isolate critical points of failure.
Decoupling cluttered client components from server state, eliminating duplicate logic, and establishing strict TypeScript interfaces and schema validation.
Refactoring ORM queries, eliminating N+1 database bottlenecks, applying proper connection pooling, and implementing fast Redis/Edge caching.
Adding deterministic error boundaries, automated regression test suites, and strict CI/CD pipelines so future updates never destabilize your platform.
Emergency rescue sprints begin at $7,500 for rapid 48-hour triage, stabilization, and security patching. Deep architectural refactors range between $12,000 and $20,000 depending on repo complexity.
The most dangerous part of outsourcing software is not owning the thing you paid for. I've seen founders pay heavily, only to realize the agency still holds the keys.
Everything I build is 100% your intellectual property from day one. You own the code, the infrastructure, and the data. No lock-in.