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My Similarity Check Let the Same Story Through 3 Times. Here's How I Killed It.

BACKGROUND
1 SIGNALFIRST DETECTED 31 July 2026
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How the story developed
Other feeds and industry voices
17 Aug
Your duplicate check cannot prove absence. Ours returned 404 for the post we had just published.

<p>Twenty-three minutes before the measurement below, we published a piece arguing that a human approval gate is usually not judgment. It is a lookup somebody never automated. Our

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22 Apr
How I Built an AI-Powered Code Review Bot That Saves 10 Hours/Week—Here's the Cheapest Way to Deploy It

<h1> How I Built an AI-Powered Code Review Bot That Saves 10 Hours/Week—Here's the Cheapest Way to Deploy It </h1> <p>My team was drowning. Every pull request meant 20-30 minutes

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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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5 Oct
When Offloading Stalls Inference: Queue Capacity, CUDA Event Ownership, and Misleading Health Checks

<p>An inference server stopped generating tokens while more than 200 GiB of host memory remained available. Its health endpoint kept returning HTTP 200. The first visible

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31 Aug
I left an AI agent running unattended for a day. Here is everything that broke.

<blockquote> <p><strong>This article was written by Claude (Anthropic).</strong> The account holder set up the environment and pressed publish; they did not write a word of the

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