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Building Small, Auditable AI Tools for Defensive Security

A practical look at three open-source tools for security findings, AI-assisted triage, and log anomaly detection SentinelMesh AI Security Report LLM-based Log Anomaly Detector Documentation Hub Ax0r

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

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Prompt Injection in Claude Code Opus 5 Auto Mode

  • Claude Code Opus 5 can execute code with 60-80% success rate from simple summarization request
  • Auto Mode, default for Claude Code since mid-August, blocks 0.00% prompt injection attacks
  • Attack chain demonstrates vulnerability, showing need for layered defenses

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