Monitoring AI Coding Agents: Why a Passing CI Gate Isn't Enough
A passing Lighthouse gate told me my coding agent had fixed the regression. Reading its reasoning told a different story, and that gap is the whole point of watching.
Engineering notes from projects, production decisions, and the bits worth remembering after the code ships.
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What Your Frontend Tests Are Actually For
How I test this Astro site across unit, component, and end-to-end layers, why I deliberately exclude some files from coverage, and what a green run can and cannot promise.
How to Architect Robust Frontend Systems for Agentic AI
How I built a reference-grade frontend monorepo, and why the same guardrails are what let AI agents ship code safely.