Is your vibe-coded software ready for production ?

It shipped fast and it works. Our free audit tells you whether it holds as you grow.

What it is

An audit of vibe-coded software is a structured read of code your team generated fast: what it actually does, where it is thin, and what it takes to run it for years.

Generated code is not worse code. It is code nobody had to reason through line by line, so the system exists while the thinking behind it was never written down. That gap is what changes the moment you ship it.

Why it breaks in production

The code is there. The context is not.

A product built this way usually runs fine until it meets real users, real data and a second developer. Then the questions start: which parts are load-bearing, why does the same logic exist in three places, what happens when this dependency stops being maintained, and who decided how sessions and permissions work. The answers are recoverable, but only by reading the system properly. The same tools that generated the code are good at reading it back, which is how we work with AI every day.

Step 1Read what is there

We take read-only access, run the tooling, and separate what is live and load-bearing from what was generated once and forgotten.

Step 2Find where it bends

We check logins, customer data, what happens when something fails, and the outside code you depend on. Then whether the tests catch any of it.

Step 3Hand you the map

You get the system written down, the risks ranked, and a short list of what to fix before it costs you.

What you walk away with

An Inventory You Can Trust

What the product is actually made of, which parts carry the load, and where the same logic was generated more than once.

The Risks That Matter

Authentication, data handling, dependencies and failure paths, reviewed and ranked: what is urgent, what can wait, what is fine as it is.

What Is Really Verified

An honest read of test coverage, so you know which behaviour is protected and which only looks protected.

A Fix-First Shortlist

A plan in the order it should happen, with effort and impact for each item, so the next sprint is a decision instead of a guess.

How we work in practice

Dr.Max

Dr. Max Leaflet Management System

Crowdberry

Modern residential apartment buildings at dusk with warm sunset light on the facades

Smarter Investing Experience and AI Assistant

Common questions

No. It is how a lot of good products now start, and getting to something real quickly is an advantage. The audit exists to tell you whether what you built can carry the next stage, not to judge how it was written.

It is normal for software built this way, and it does not block the audit. We read the code itself and write down how the system actually behaves, which is usually the first documentation the product has ever had.

Only if the evidence points there, and it rarely does. Most products built this way need targeted repair in a few specific places, not a rewrite. We tell you honestly either way.

Only BRACKETS engineers and the AI coding assistants they use while doing the audit, which are Anthropic services on business plans that do not train on your code. Access is read-only, and you can remove our access at any time.