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Learn How to Build Security Operations Ready for AI-Powered Attacks

Security teams have spent years trying to detect threats faster. AI is changing the harder part: how much time defenders have left to act. Advanced AI models can now help attackers discover vulnerabilities, generate exploit code, and move through weaknesses faster than traditional security processes were built to handle. The challenge is no longer just finding another vulnerability or

Learn How to Build Security Operations Ready for AI-Powered Attacks

We haven't written up this one. The Hacker News has the full story — the link below goes straight to it.

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Fermion Fleet: When the Door Is Code, Not a Prompt

This post was created for the Google All Things Agentic Hackathon. Autonomous agents can sound certain while still being wrong. That is not a prompt-quality problem; it is a boundary problem.

  • Fermion Fleet is a multi-agent system with order confirmation constraint.
  • Handler drafts draft, auditor checks fields, gate parses approval.
  • Built on Google's runtime stack, policy layer governs system functions.

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