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Achievement: QuickdrawAchievement: Pull SharkAchievement: YOLOAchievement: Arctic Code Vault Contributor

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jamesbower/README.md


I'm building DetectTrace, an AI security company with zero employees, in the open. The context layer your alerts need. detect-forge is the free CLI underneath it.

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  1. detecttrace detecttrace Public

    Agent assurance for AI SOC agents. Check whether your AI SOC agent investigated each alert correctly before it leaves shadow mode: agreement with analysts beyond chance, dangerous false closes, and…

    Python

  2. Detect-Forge Detect-Forge Public

    Open-source AI validation for detection rules. Tests whether your Sigma/Elastic rules still catch what they claim. Runs in CI, nothing leaves your environment.

    Python

  3. Cybersecurity_Regime_Change Cybersecurity_Regime_Change Public

    Clean-room Python reimplementation of PARD-SSM (arXiv 2604.02299): attacks as regimes, not anomalies. Regime-switching state-space intrusion detection with KL-gated kill-chain alerts, a reproductio…

    Python

  4. ai-soc-agent-langgraph ai-soc-agent-langgraph Public

    Build a Graph-Based AI SOC agent with LangGraph: a Tier 1 alert triage agent that escalates when unsure. Companion code for Part 1, with replay mode, eval set and Docker.

    Python