Curated security research, vulnerabilities, advisories and tools for practitioners.

pentestkit: Autonomous Multi-Agent Penetration Testing Framework Powered by LLMs

Summary

An autonomous multi-agent pentest framework built on the Claude Agent SDK and powered by Kimi K3, achieving 104/104 (100%) on the XBOW benchmark with proven findings and CVSS v3.1 scoring.

Why it matters

Demonstrates the frontier of autonomous LLM agents in real-world offensive security, bridging end-to-end vulnerability discovery, rigorous proof-of-exploit verification, and automated reporting.
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