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 catch this bug?" It's "can you prove this…
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 system by someone who doesn't…
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. They review code that humans wrote. The…
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 catch this bug?" It's "can you prove this…
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 system by someone who doesn't…
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. They review code that humans wrote. The…