<?xml version="1.0" encoding="UTF-8"?><rss version="2.0"><channel><title>girlpotion.com — the grimoire</title><description>a witchy trans girl&apos;s takes on linux, tech &amp; transition</description><link>https://girlpotion.com/</link><item><title>i ran accounting fraud math on a language model</title><link>https://girlpotion.com/posts/benford-audit-llm-weights/</link><guid isPermaLink="true">https://girlpotion.com/posts/benford-audit-llm-weights/</guid><description>benford&apos;s law was invented to catch fake data. i pointed it at llm weights to see what it says. one hypothesis reversed completely. the reason is interesting.</description><pubDate>Sat, 15 Aug 2026 00:00:00 GMT</pubDate><category>ai</category><category>homelab</category><category>benchmarks</category><category>llama.cpp</category></item><item><title>ag-ui and litellm, explained for network engineers</title><link>https://girlpotion.com/posts/ai-protocol-stack-explained/</link><guid isPermaLink="true">https://girlpotion.com/posts/ai-protocol-stack-explained/</guid><description>i almost brewed my own ai protocol. then i asked one question that saved me months.</description><pubDate>Sat, 18 Jul 2026 00:00:00 GMT</pubDate><category>ai</category><category>homelab</category><category>protocols</category></item></channel></rss>