· Field notes
Agentic security updates
An alert on X led to a review of our Linux host, containers, application dependencies, database and Cloudflare Tunnel. How the agents helped us test and ship the fixes—and keep the unresolved findings visible.
Writing.
Notes from building and operating software with AI: what we tried, what the evidence showed, and what still needs work.