
9 min read
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.

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.

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 I built a reference-grade frontend monorepo, and why the same guardrails are what let AI agents ship code safely.