Viewing profile — DavidYoussef

The benchmark measures whether a tool finds known bugs. That's useful but it's the wrong question for most teams in 2026. The question auditors actually ask isn't "did your tool ca…

A kill switch is treating symptoms. The disease is that maintainers have no way to distinguish "AI-generated typo fix from a new contributor" from "AI-generated rewrite of my auth …

The article nails the core issue but I think misdiagnoses the solution space. The problem isn't that AI code review exists - it's that current tools are solving the wrong problem. …