An AI app builder production audit is a structured code review of output from tools like Lovable, Bolt.new, or v0. It surfaces security vulnerabilities, architectural drift, missing test coverage, and performance bottlenecks that are blocking you from shipping to real users. Think of it as the bridge between a prototype that works in a demo and an app you can actually maintain and scale.
FAQ
Can you fix my Lovable app without rebuilding it from scratch?
Usually, yes. Lovable generates clean React with Supabase, which gives us a solid foundation to work from. We audit every file and only rewrite what's actually broken. Most Lovable projects need 30–40% refactoring, not a full rewrite. The Zod validation and react-hook-form patterns it generates are typically fine — it's the state management, auth flows, and missing RLS policies where things fall apart.
Why does my Bolt.new app break after adding more features?
Bolt degrades after roughly 15–20 components. It starts forgetting established conventions, duplicates logic, and introduces naming inconsistencies. Better prompts won't fix this — it's a fundamental limitation of the context window. We restructure the codebase into proper feature modules so both human developers and AI assistants can maintain it going forward.
Is AI-generated code secure enough for production?
No, not without a manual audit. All three platforms — Lovable, Bolt, and v0 — can produce code with real security issues. Exposed API keys, missing RLS policies, unvalidated user inputs, broken auth flows — we see these regularly. We run automated scanning and manual penetration testing before anything goes to production.
How long does a production audit take?
A standard audit runs 3–4 weeks from repo access to production deployment. Week one: triage and security fixes. Week two: architecture restructuring. Week three: tests and performance work. Week four: deployment pipeline and documentation. Apps with multiple integrations may need 5–6 weeks.
Can you add features the AI builder couldn't handle?
Absolutely. The 30% AI builders consistently miss includes custom business logic, complex third-party integrations, proper role-based access control, real-time features, payment processing, and error handling that accounts for edge cases. These require human judgment that prompt-based tools just don't have.
Should I use Lovable, Bolt, or v0 for my next project?
It depends on your team. Lovable works best for non-technical founders who need a full-stack prototype fast. Bolt suits experienced developers who want IDE-level control. v0 produces the best UI components but leaves everything else to you. Most successful projects combine tools — prototype in Lovable, then bring us in to ship to production.
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