Blog
Notes & signals
Featured story, then the three most recently updated notes — learns, viewpoints, and systems writing as it lands.
Featured
How this site shipped with AI
Directed AI build of this portfolio — workflow, Cursor spend, and token receipts refreshed at build time from local logs.
The harness matters more than the model
Agentic and testing harnesses are the control plane behind AI coding — and where token spend actually diverges between tools.
AI coding quality gates that scale
Human-in-the-loop supervision, CI routing, and incident playbooks — how to ship fast agent output without rubber-stamp reviews.
Hello from the signal map
First note on this site — why a single recruiter touchpoint matters.
What load balancers taught me about deploys
Drain, health checks, and why cutovers stay boring when traffic already knows where to go.
Agents write; taste still ships
Why directing product and visual judgment beats typing every line by hand — and what that does not excuse.
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