System Deep Dives
Long-form architecture, implementation, and engineering analysis.
Flight Log / Signal Archive
Writing
AI security research and red-team practice lead the archive, with security event response, agentic development methodology, and engineering-leadership notes alongside.
Long-form architecture, implementation, and engineering analysis.
Short experiments, progress reports, and practical field notes.
Decisions, failures, measurements, and corrections.
The same feature or mechanic examined across frameworks and engines.
A hands-on RAG prompt-injection lab for learning OWASP LLM01:2025, measuring attack success rate, and testing a simple spotlighting defense.
Field NoteSupply Chain Attacks on AI Tooling: Lessons from Shai-HuludA field report on the npm worm that targeted ~/.claude/, the three scanners I built in response, and what AI infra security needs next.
Field NoteWelcomeWhat this site is and what's coming.