AI Codebase Audit
We analyze the code, architecture, dependencies, database, and critical user flows to identify technical weaknesses, scaling risks, and failure points before they affect production.
We analyze the code, architecture, dependencies, database, and critical user flows to identify technical weaknesses, scaling risks, and failure points before they affect production.
Address keys, inadequate access control, insecure permissions, and lack of validation before they can endanger users or information.
Our code rescue work removes duplicated logic, fragile components, and all the messiness without having to rebuild the parts that already work.
Slow queries, poor data structure, and backend bottlenecks are fixed so VibeCode products can handle more users without slowing down.
We repair unreliable payments, authentication, AI models, and third-party connections using our API development services expertise.
Apps built with vibe coding platforms are tested for real user flows, failures, deployment, monitoring, and rollback before they scale.
7+ Years
Industry Experience
1 Week
Codebase Review
2-6 Weeks
Product Hardening
6 -Step
Rescue Process
4+ Platforms
Vibe Coding Expertise
Launch My NFT
Accuster App
Digicel FlipPad
We fix platform-specific code, security, performance, and production issues without rebuilding parts of your app that already work.
If your Lovable app is not scaling, we identify database, API, authentication, and backend bottlenecks that appear as users and data grow.
Our Cursor codebase cleanup removes technical debt that makes AI-assisted code harder to understand, test, and extend as the product grows.
Our Bolt app production readiness work addresses security, integration, and reliability gaps that appear when an application moves from development to real users.
Our Replit app security fix addresses risks around secrets, APIs, persistent data, and deployment before they affect users or application reliability.
Maintain the features and processes that already work while repairing the sections of the codebase that add risk or impede the team.
Improved testing, more thorough checks, and overall cleaner logic allow for more manageable updates that can be shipped without concern of unintended consequences.
Weak permissions, exposed secrets, unsafe data access, and vulnerable dependencies are resolved so they don't reach production.
Performance bottlenecks, slow queries, and backend issues are improved so vibe coded products can handle growing traffic more reliably.
A cleaner structure makes the code easier to understand, update, and extend. Our AI product engineering expertise also helps prepare the product for the next stage of development.
A focused code rescue fixes what is actually broken instead of rebuilding the entire product and paying for the same functionality twice.
We review the codebase, database, APIs, auth and integrations to see how the product is really built.
Security gaps, faulty logic, slow queries and flaky integrations get flagged before they snowball.
Every issue is ranked by impact, so critical problems are fixed before minor improvements.
Fragile code is cleaned up, integrations made robust, and missing checks or tests added where needed.
We test real user flows, permissions, failures and edge cases so it holds up beyond the demo.
You get a cleaner codebase, proper documentation and clear next steps, plus ongoing AI product engineering support.
Vibe coding rescue is usually the better choice when the core product still works, but the code needs security, performance, or architecture fixes. A full rewrite makes more sense only when the existing foundation is too broken or costly to repair.
Start with a focused review that shows what is working, what is risky, and what needs fixing first without forcing a full rebuild.
Vibe Coding Rescue helps turn an AI-built app that works in a demo into a product you can maintain, secure, and grow. The focus is on fixing what is weak while keeping the parts that already work.
Usually, no. We first separate what is worth keeping from what is creating real risk, then repair or refactor only the areas that need attention. A full rebuild is recommended only when fixing the existing foundation would create more cost and complexity.
The review covers authentication, API keys, database access, integrations, dependencies, test coverage, performance, deployment, and important user flows. You get a clear view of what is working and what needs to be fixed first.
Yes. The initial review can be carried out without disrupting the live product. Production access stays read-only where possible, and any change that could affect users is planned before it is made.
Our initial codebase review takes one week. If hardening is needed, the code rescue typically takes another 2-6 weeks depending on the size of the app and the issues we find.
Yes. The rescue work is planned around specific parts of the codebase, so your team can continue working on the roadmap where it is safe to do so. We coordinate changes to avoid teams working over each other.
You walk away with your codebase lean and clean; reliable tests; current docs, and an awareness of the technical debt that still exists. When you’re ready for the next step, we can help continue your product’s development and growth with our AI development services.
Share your project goals, technical requirements, and current challenges with Ment Tech Labs. Our team will review your needs and recommend a clear, practical path from planning to production.