Writing
Build logs from the governed-AI trenches.
Context updated October 20, 2026: these historical essays and build logs are project background, not current service terms or customer evidence. Current work starts with one lower-risk internal workflow and an agreed scope.

9 Seconds. One AI Agent. A Wiped Production Database.
A discussion of agent access risks and the limits of gateway controls.
I Gave Gemma 4 150 Tools on Windows. Here's What Actually Happened.
Stress-testing a local model against a full MCP tool surface.
I Had Claude Build Me a Full AI Marketing Department — Here's Exactly How I Did It
The AIOS pattern applied to marketing: routines, memory, and cadence on Claude Code.
Why Your MCP Setup Keeps Timing Out in 60 Seconds (And How I Fixed It on Windows)
A debugging build log from the governance-gateway trenches.