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Devin Security Swarm is a new tool that uses AI agents to automatically find and fix security vulnerabilities in codebases, achieving 72% recall at lower cost than alternatives.
A production system of 8 AI agents autonomously caught and fixed three distinct failure modes overnight, including an infrastructure bug, a platform parsing bug, and a documentation bug, demonstrating a self-improvement loop that treats code and process failures identically.