Production Readiness Review for AI Generated Apps

Production Readiness Review

Before your application hits open water, make sure it's built to handle the waves. Our Production Readiness Review gives you a senior developer's assessment of your codebase — whether it was vibe coded, AI-generated, or built by an external team.

Know what's below the waterline

Every codebase tells a story. Sometimes it's a clean logbook — structured, well-documented, ready for the long haul. Other times, it's a tangle of rigging that works in calm seas but won't survive the first storm.

Battle-tested review by senior developers with production experience

Clear, actionable report — not just a list of warnings

Fixed scope and fixed price from an ISO 27001 certified team — no surprises

The Production Readiness Review is a fixed-scope, senior-level review of your application's codebase. We assess the things that matter before you go to production: security vulnerabilities, performance bottlenecks, scalability ceilings, code maintainability, and alignment with best practices.

Whether you've used AI tools to generate your application, worked with a freelance developer, or inherited a codebase from a previous team — a fresh set of experienced eyes can make all the difference between a smooth launch and an expensive rescue mission.

What we inspect

Every Production Readiness Review covers six critical areas. You'll receive a scored assessment for each, with clear recommendations and priorities.

Our process

Security Vulnerabilities

We look for the holes in the hull — exposed API keys, injection risks, authentication weaknesses, insecure data handling, and misconfigured permissions. We distinguish between critical vulnerabilities that need immediate attention and minor issues to address over time.

Code Quality

Is the code clean, readable, and well-structured? We assess naming conventions, code organisation, error handling, dependency management, and whether the codebase follows established patterns or fights against them.

Scalability

Will your application hold up when traffic doubles? Or triples? We assess database query patterns, caching strategies, API design, and infrastructure configuration to identify where your application will hit its ceiling — and what to do about it.

Performance

Slow applications lose users. We profile load times, identify expensive operations, check for memory leaks and unnecessary re-renders, and flag the optimisations that will make the biggest difference to your users' experience.

Maintainability

The real test: if a new developer joined your team tomorrow, could they work with this codebase? We evaluate documentation, test coverage, code modularity, and technical debt — the things that determine whether your application gets better over time or slowly falls apart.

Best Practices

We benchmark your codebase against industry standards for your technology stack — framework conventions, deployment practices, environment configuration, logging, and monitoring. Not because best practices are gospel, but because deviating from them should be a deliberate choice, not an accident.