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What is a code audit? What a production review covers before launch

A code audit checks an app’s security, data, reliability and code before launch: what it covers, what you get back, and how to read the findings.

A magnifying glass over lines of code, beside four findings marked red, red, yellow and green.
Written by
BYD Tech
Updated
Topic
AI-built apps
Reading time
8 min read

Questions people ask

What is a code audit?

A written review of an app’s code, configuration and accounts by an engineer who did not build it. It checks security, data, reliability, performance, code quality, account control and tests, and returns findings ranked by severity with a fix for each.

How is a code audit different from a penetration test?

A penetration test attacks the running app from the outside to find ways around its security. A code audit reads the app from the inside and also covers things an attack would not reveal, such as backups, account ownership and tests. Many teams do the audit first and the penetration test after the fixes.

Does an app built with AI tools need a code audit?

If it will hold real users or real data, yes. AI-built apps often work well in a demo while missing server-side access checks, protected secrets, backups and tests. Lovable’s own docs, for example, say its security tools do not replace a thorough security review.

What should a code audit report include?

A short verdict, a list of findings ranked by severity with the location, impact and fix for each, a note of what is already sound, and an inventory of the accounts the app depends on with who holds them.

Should the developer who built the app review it?

They should answer the findings, but the review itself is more useful from someone who did not build it. An outside reader sees the assumptions the original team stopped noticing.

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