CLEAN / AI CODE REVIEW

Human code review for your AI-built product.

A human code review service for AI-built apps: business logic, architecture and tests. Get findings linked to your code, with implementation available.

Discuss your project

AI can help you add features quickly, but the accumulated changes can become hard to follow. We trace the main workflows and look for errors, duplicated rules and code that is difficult to maintain.

Follow a feature through the product

We start with an operation such as a purchase or an invitation. We check input validation, permissions and saved data across the relevant files, looking for gaps between components.

Find code that is hard to change

We look for duplicated rules, unclear dependencies and missing tests. Suggested structural changes are tied to the features you plan to build and the problems your team encounters.

  • Business invariants and state transitions
  • Server and client responsibility boundaries
  • Integration contracts and useful regression coverage

Explain what to work on next

We separate bugs, issues that could affect the running service and improvements to code structure. We can include the fixes and a walkthrough for whoever continues development.

What an actionable review finding looks like

A finding should let the next developer reproduce the issue. If an expired invitation still works, for example, we describe the steps, the expected rule and the code that decides whether to accept it. We then explain how to verify the correction. This is an illustration of the report format, not a client case study.

  • Reviewed workflow and the conditions needed to reproduce the behaviour.
  • References to files and functions, with the impact on the product.
  • Priority, suggested change and a test of the expected result.

Before we start

Is this an automated review tool or a human service?

This is an engineering service led directly by Andrea. We may use automated tools, but findings come from reading the code and testing the agreed workflows.

Will you review the entire repository?

We agree on the scope first. The work can focus on a critical feature or cover several workflows. The report identifies what was checked and what remains outside the review.

Can you implement the changes after the review?

Yes. We can agree on a Fix Sprint and deliver changes in your repository, useful tests and release instructions. Review and implementation work are distinguished in the quote.

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GET IN TOUCH

It works.
Let’s see if it’s ready for the real world.

Bugs, security, databases, performance, architecture and scalability: find what could become a problem before your users do.

A short description and a link to the product, if you have one, are enough to get started.