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5 publications

  1. Inside the Fackel harness: parallel agent lanes in a terminal

    How Fackel's interactive harness renders parallel pentest agents in separate lanes, handles inline approvals without freezing, and survives Ctrl-C — the design choices behind the terminal.

    8 min readSecurity

  2. Fackel: an autonomous pentest framework powered by ReAct agents

    Fackel: a multi-agent pentest framework where LLMs decide strategy. Architecture walkthrough, design decisions, and lessons learned.

    5 min readSecurity

  3. Security Implications of Probabilistic Reasoning in Generative AI

    A rigorous analysis of how probabilistic reasoning in generative models shapes security risk, failure modes, and robustness.

    6 min readSecurity

  4. Amazon Bedrock: foundations, systems, and scaling

    A highly technical article on Amazon Bedrock with mathematical foundations and numerical examples.

    4 min readArtificial intelligence

  5. What SICP Really Teaches About Abstraction—and Why It Still Matters

    Argues that SICP’s core lesson is the disciplined separation of meaning from mechanism, a prerequisite for reliable and scalable system design.

    5 min readFoundations