<?xml version="1.0" encoding="UTF-8"?><rss version="2.0"><channel><title>Aarya Prakash — Blog</title><description>Writing on small models, AI agents, evals, fine-tuning, and systems engineering.</description><link>https://aaryap.com/</link><language>en-us</language><item><title>Field Notes: building a small-model estimator that tells the truth</title><link>https://aaryap.com/blog/quillwright-small-model-estimator/</link><guid isPermaLink="true">https://aaryap.com/blog/quillwright-small-model-estimator/</guid><description>How Quillwright turns a photo and a voice note into a tradesperson&apos;s estimate, using a handful of small models, running on your own machine, with no number ever invented by an LLM.</description><pubDate>Mon, 15 Jun 2026 00:00:00 GMT</pubDate><category>small-models</category><category>agents</category><category>evals</category><category>fine-tuning</category><author>Aarya Prakash</author></item></channel></rss>