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PROFESSIONAL DOMAIN REPORT

Security AI Agents

Agents for security operations, threat analysis, testing and defensive workflows. Every project is open source and ranked from public GitHub adoption, maintenance, quality, relevance and demand evidence.

CURRENT COVERAGE

3 curated projects

Coverage changes as the GitHub scanner discovers and re-evaluates projects. Rankings are discovery signals, not paid placement or hands-on product reviews.

LIVE GITHUB DEMAND · MULTI-PROJECT EVIDENCE

5 qualified signals · 4 specific problems

Evidence currently comes from 3 independent projects. Independent sources reduce the risk of mistaking one project backlog for a broader need.

Browse all Security evidence
#1
HIGH CONFIDENCE

vxcontrol/pentagi

Fully autonomous AI Agents system capable of performing complex penetration testing tasks

Radar 100★ 31,7953 demand signalsMIT
#2
ESTABLISHED

oritera/Cairn

Cairn is a general-purpose AI state-space search engine, validated first on autonomous penetration testing. Sometimes misspelled as Carin.

Radar 81★ 4,2971 demand signalsAGPL-3.0
PUBLIC RESEARCH PATH

Validate a Security problem

Browse the strongest current evidence, open any signal, and use the complete no-account validation tool in your browser.