Blog · AI-assisted development
Tag: AI-assisted development
Articles with the "AI-assisted development" 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.
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.