// Hacker Noon · 3 April 2026

I Built an AI That Autonomously Penetration Tests a Target, Then Writes Its Own SIEM Defense Rules

Current Breach and Attack Simulation (BAS) tools just replay static scripts and generate PDFs. VANGUARD uses an LLM ReAct loop to autonomously hack targets, adapting to what it finds and streaming its reasoning live via SSE. After the assessment, it automatically synthesizes and deploys Elasticsearc...

Hacker Noon

@hacker-noon · Manish Tripathy

hackernoon.com

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