AI Codebase Audit
We analyze the code, architecture, dependencies, database, and most important user flows to identify potential bottlenecks and bottlenecks well before they occur.
We analyze the code, architecture, dependencies, database, and most important user flows to identify potential bottlenecks and bottlenecks well before they occur.
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.
Launch My NFT
Accuster App
Digicel FlipPad
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 examine the codebase, database, APIs, auth, integrations, etc. To get the specifics of how the product is actually constructed.
Security issues, faulty logic, sluggish queries, and flaky integrations are identified before they snowball.
Each issue is ranked by impact, so critical problems are handled before lower-priority improvements.
The fragile code is cleaned up, the integrations made more robust, any missing checks or tests added where required, etc.
We test real user flows, permissions, failures, and edge cases to make sure the product works beyond the demo stage.
The completed code rescue leaves you with a cleaner codebase, better documentation, and clear next steps. Further development can also continue through our 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.
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.