Published notes
The Deployment Window: Why Stateful Systems Are Your Competitor's Blind SpotEvery time a competing system goes offline to deploy a code update, it creates a window. Not a vulnerability in the traditional sense — a temporal gap where your position compounds and theirs doesn't.6 min read Harness Evolution: When to Simplify Your Agent ArchitectureAnthropic's journey from complex sprint-based harnesses to single-session builds reveals a critical competitive intelligence lesson: every architectural component encodes an assumption about model limitations — and those assumptions go stale faster than you think.7 min read