Closing a thousand vulnerabilities in three months sounds like a win. It isn't. And the fact that it sounds like one is exactly the problem.

Most SAST implementations fail not because the tool is wrong, but because the rules weren't written for the codebase they're running against. Generic rulesets generate noise. Noise gets ignored. Ignored findings don't get fixed. Here's how to build rules that match how your organization actually writes code.