■ Signal DeskExploited-now security news, threat hunting, AI security and practical playbooks.

AI

AI security and AI for security: vuln-hunting agents and tools, with honest caveats.

tool, community

Agentic Bug Hunter (community bug-bounty toolkit)

Built around Claude Code: recon, known-CVE scanning and attack-surface ranking. Caveats: third-party community project, not audited by us; needs Claude Code or API access and won't run fully on local models without changes; only point it at targets you're authorized to test.

Sources: GitHub

tool

GitHub Security Lab Fuzzing Taskflow

Open-source taskflows for the seclab-taskflow-agent framework that use an LLM to plan, build and triage fuzzing harnesses. Caveats: needs model API access and real compute; LLM-written harnesses still need human review, and crashes are not vulnerabilities until triaged.

Sources: seclab-taskflows-fuzzing ยท seclab-taskflow-agent