<?xml version="1.0" encoding="UTF-8"?><rss version="2.0"><channel><title>Neuryn — Journal</title><description>Neuryn runs eleven-week programmes in applied artificial intelligence, written and marked by people who build these systems for a living.</description><link>https://neuryn.com/</link><language>en-GB</language><item><title>Write the evaluation harness before the model</title><link>https://neuryn.com/journal/writing-an-evaluation-harness/</link><guid isPermaLink="true">https://neuryn.com/journal/writing-an-evaluation-harness/</guid><description>Teams that build the test suite first ship slower for two weeks and faster for the following year. Here is the order we teach.</description><pubDate>Tue, 18 Aug 2026 00:00:00 GMT</pubDate></item><item><title>A long context window is not memory</title><link>https://neuryn.com/journal/context-windows-are-not-memory/</link><guid isPermaLink="true">https://neuryn.com/journal/context-windows-are-not-memory/</guid><description>Larger windows changed what fits in a prompt. They did not give the system a memory, and conflating the two produces a specific class of bug.</description><pubDate>Wed, 29 Jul 2026 00:00:00 GMT</pubDate></item><item><title>Write the model documentation before you need it</title><link>https://neuryn.com/journal/documentation-before-incident/</link><guid isPermaLink="true">https://neuryn.com/journal/documentation-before-incident/</guid><description>Every team writes documentation after their first incident. The work is the same either way; only the circumstances get worse.</description><pubDate>Tue, 30 Jun 2026 00:00:00 GMT</pubDate></item></channel></rss>