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Your AI makes CI green by cheating. I built three GitHub Actions to stop it.

BACKGROUND
1 SIGNALFIRST DETECTED 6 July 2026
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20 Oct
Nothing Failed. The Suite Just Got Slower: A Wall-Clock Budget Gate for Agent Patches

<p>A patch touches zero test files. No assertion changes, no new skips, no fixture edits. The suite goes green on the first run.</p> <p>Then someone opens the job duration graph

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16 Sept
Three Sets, One Diff: A Write-Set Glossary, a Four-Leaf Tree, and a Worked Example at Every Leaf

<p>The pull request looked finished. Twenty-three files. Tests green. A free coding model had been left on the ticket overnight. Then a reviewer opened

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7 Sept
Don't Merge the First Green Check: Hooks, Fixtures, and a Flake Budget

<p>A green check is a temperature reading. It is not permission to merge.</p> <p>You merge when three mechanical gates have already fired: a hook refused undeclared fixtures, each

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1 May
We stopped leaving GitHub to debug test failures. Here's how.

<p>CI is red. You open the PR. Now what?</p> <p>You click the failing workflow. You read the logs. You open the trace viewer in a separate tab. You cross-reference the error with

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2 Oct
I Built fix-commit: A Git Pre-Commit Tool That Doesn't Just Find Secrets — It Fixes Them

<h1> I Built <code>fix-commit</code>: A Git Pre-Commit Tool That Doesn't Just Find Secrets — It Fixes Them </h1> <p>Hardcoded secrets are one of those problems that every

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29 Sept
Why axe and jsx-a11y miss Ant Design accessibility bugs (and a GitHub Action that catches them)

<p>If your React app uses <a href="https://ant.design" rel="noopener noreferrer">Ant Design</a>, your accessibility tooling is probably giving you a false sense of safety.</p>

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