<?xml version="1.0" encoding="UTF-8"?><rss version="2.0"><channel><title>Mostly Figured Out</title><description>Notes on AI, machine learning, software, systems, journaling, and whatever else I&apos;m currently figuring out.</description><link>https://mostlyfiguredout.com/</link><item><title>A Simple Mental Model for Gradient Descent</title><link>https://mostlyfiguredout.com/blog/a-simple-mental-model-for-gradient-descent/</link><guid isPermaLink="true">https://mostlyfiguredout.com/blog/a-simple-mental-model-for-gradient-descent/</guid><description>A simple mental model for gradient descent using linear regression, loss, derivatives, and step size.</description><pubDate>Sun, 16 Aug 2026 00:00:00 GMT</pubDate></item><item><title>Learning Machine Learning After Years of Backend Engineering</title><link>https://mostlyfiguredout.com/blog/learning-machine-learning-after-backend/</link><guid isPermaLink="true">https://mostlyfiguredout.com/blog/learning-machine-learning-after-backend/</guid><description>A few habits from systems work that have helped and a few that have needed unlearning.</description><pubDate>Sat, 15 Aug 2026 00:00:00 GMT</pubDate></item></channel></rss>