DevGuard AI: A Self-Observing Multi-Agent Security Pipeline Built on SigNoz

The Problem Manual security code review costs roughly $85/hour of engineer time and doesn't scale with commit velocity. Most AI code-scanners stop at "here's a vulnerability" — they don't verify their...