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How I Built HX-Recon-Lite Using Existing Open Source Tools
28 Apr
Automation & Workflows, hexnull, Tools & Scripts

How I Built HX-Recon-Lite Using Existing Open Source Tools

  • May 1, 2026
  • By author-avatar h3xnull
  • 0 comments
Every new security founder makes this mistake. They think they need to build everything from scratch. I almost made the same mistake. W...

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Why Most AI Security Agents Fail in Real Penetration Testing
25 Apr
AI in Cybersecurity, Automation & Workflows, hexnull

Why Most AI Security Agents Fail in Real Penetration Testing

  • April 28, 2026
  • By author-avatar h3xnull
  • 0 comments
rtificial intelligence is everywhere right now.Every week I see people building:AI pentesting botsautonomous hacking agentsGPT-powered ...

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27 Aug
Automation & Workflows, hexnull

What is HEXNULL and Why Autonomous Security Needs Architecture

  • April 21, 2026
  • By author-avatar h3xnull
  • 0 comments
Introduction Autonomous security is not a feature.It is not a chatbot wrapper around nmap.It is not an LLM summarizing scan resul...

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Independent AI agent architect focused on offensive security automation.
Building structured, minimal systems for real-world security workflows.

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