Speed is no longer the hard part of software development. Working prototypes now get built in days, and the harder question surfaces later: whether that code can be trusted in production. Bloated codebases, invented business logic, missing tests, and security gaps rarely show up in a demo. They show up later, in live systems with real users and real data.
That is why we are launching Vibe Code Audit & Cleanup Services. It is a dedicated offering for companies whose AI-generated builds need to grow into stable, secure, and scalable products.
The work starts with a 360-degree audit of the client’s infrastructure, business logic, architecture, data model, codebase quality, security, and performance. The outcome is a vulnerability report and a stabilization roadmap that ranks fixes by impact.
From there, Instinctools’ engineers move into cleanup sprints: restructuring architecture, refactoring code, closing security gaps, building test coverage, and setting up CI/CD pipelines with rollback support. A typical path from the first audit to a production-solid build takes five to nine weeks.
Alexey Spas, Instinctools’ Founder and CEO, recently examined the economics behind AI software development shift in his recent article on Forbes: “Сoding accounts for roughly a quarter of the journey from idea to launch, and when generation accelerates, the remaining three quarters (review, integration, release, maintenance) inherit the strain. The scarce resource in AI-assisted engineering is disciplined judgment”.
That is what this service is built to provide.
Learn more about the vibe code audit & cleanup service on instinctools.com.
