Blog · Code audit
Tag: Code audit
Articles with the "Code audit" tag.
The Severity an AI Gives You When Auditing Code Is Not Data: It Is the Output of That Run
Jaime Marco · 2026-10-23
Run the same audit twice on the same code and you get different lists in a different order. Why it happens and how to rank findings with your own measurable criteria.
Why You Should Ask an AI to Leave Cells Blank
Jaime Marco · 2026-10-23
A complete, clean table looks more useful, but it stops you from telling what the AI counted from what it made up. The instruction that turns gaps into information.
Repeated Audits With AI: How to Decide What Counts as an Edge Case and What Not to Fix Again
Jaime Marco · 2026-10-23
If you repeat audits, the AI will flag again what you already ruled out. How to define an edge case using usage data and keep a record so each round builds on the previous one.