advanced
- 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.
- 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.
- Amazon Bedrock: foundations, systems, and scaling
A highly technical article on Amazon Bedrock with mathematical foundations and numerical examples.
- 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.