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Cognition introduces Devin Security Swarm, a new tool for finding security vulnerabilities using an Agentic MapReduce architecture, achieving higher accuracy and lower cost than alternatives.
This post discusses Devin's new 'Security Swarm' feature using Agentic MapReduce to scale AI-driven code security analysis, illustrating the need for 100× more AI inference and the strategic deployment of diverse models across industries.
Anthropic released an open-source code auditing reference harness for autonomous vulnerability discovery and remediation using Claude, covering a recon→find→triage→report→patch pipeline, primarily targeting C/C++ memory vulnerabilities. It is a template/reference implementation rather than a production-ready product, with a managed hosted option called Claude Security also available.
Google is expanding its CodeMender AI agent for code security to compete with Anthropic's Mythos, targeting governments and enterprises as AI labs see cybersecurity as a key revenue driver.
Google DeepMind introduces CodeMender, an AI agent that automatically detects and fixes code security vulnerabilities using advanced reasoning and validation techniques. The system has already upstreamed 72 security fixes to open source projects over six months.