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 own fixes, and they're completely opaque about what they're actually doing under the hood. Dev...
Source: [Dev.to](https://dev.to/akash_b_efd6745c303bb2a81/devguard-ai-a-self-observing-multi-agent-security-pipeline-built-on-signoz-1pn0)