Signal what matters.
Ignore the rest.

Aggregating Semgrep Results: Top Rules, Files, and Clusters (MVP Demo)

Introduction

Why Most Security Findings Are Misunderstood

In the previous post, we saw how many security tools can “lie”: they don’t tell the full story, generate noise, and often leave teams with a false sense of security. But what happens after a vulnerability is reported? The story doesn’t get any better: most findings are misunderstood.

Why most security tools are lying to you

We live in a world where developers and security teams are drowning in alerts. Every scanner, every automated tool, every “security dashboard” promises to tell you what matters—but in reality, most of it is noise.