Field Notes & Research
Selected research and field notes.
Only work strong enough to carry my name, with honest labels. Nothing here claims a ship date it has not met.
A
The Local AI Hardening Checklist
40 checks across 6 domains for Ollama, vLLM, llama.cpp, and RAG stacks. Free, no email. Printable. Share it.
PUBLISHED
B
Tasia, an open-source private AI hardening tool
Reviews the configuration of a private AI stack (compose, env files, Dockerfiles), flags exposure patterns with file and line, and writes a hardening pack your team can act on. Go, Apache 2.0, prebuilt binaries for macOS and Linux.
OPEN SOURCE
C
The Private AI Exposure Index
Measuring how private AI systems are actually exposed, and whether they can be investigated when something goes wrong. The methodology is published before the results.
CURRENT RESEARCH