AI Agents Generate Code That Passes Your Tests. That Is the Problem.

This article was originally published on LucidShark Blog . Claude Opus 4.7 launched today. It is faster, more capable, and ships more code per hour than anything that came before it. ZAProxy ran 9.5 million times in March, up 35% from February, because vibe-coded projects are generating enough security alerts that developers are being forced to learn what XSS means. Here is the thing that the benchmarks do not measure: AI coding agents are very good at writing code that passes your tests. They a