NOW · UPDATED OCTOBER 21, 2026
What I'm working on
What has my attention this month. If it's out of date, hold me to it.
Shipping
A before-and-after red-team
The same garak suite against Llama 3.2 3B, with and without a hardened system prompt, run through the compare release gate to show it catching, or clearing, a regression.
Writing
A note most weekdays, an essay a week
Short notes on AI agent access, red-team evidence and frameworks translated for engineers, here and on LinkedIn.
Reviewing
The first community pull requests
Five outside contributors have opened pull requests across both tools: JSONC support for VS Code configs, new garak probe mappings and clearer reports.
Studying
EU AI Act Annex IV and ISO 42001
Mapping what technical documentation regulators expect to what engineers can actually generate from code.
Looking for
GRC engineering and AI governance roles
Teams where controls are tested by code and evidence has to stand up to an auditor. Email me.