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<title>Valentin Shapovalov</title>
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<title>How to tell if your AI agent actually got better</title>
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<description>The agent&#39;s reply is not the result, LLM judges have blind spots of their own, and a few dozen real failures beat a thousand synthetic tests.</description>
<pubDate>Tue, 22 Sep 2026 17:56:04 GMT</pubDate>
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<title>How to learn Claude Code for free, in the right order</title>
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<description>Anthropic ships about twenty free courses. Most people pick the wrong one first. Here is the order I would take them in, depending on what you want.</description>
<pubDate>Sun, 30 Aug 2026 00:00:00 GMT</pubDate>
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