Working notes on the AI side of the practice.
What is published here: hands-on working notes on LLMs and foundation models, retrieval-augmented generation, document intelligence, agents and tooling, and prompt engineering — much of it learned building this site’s own RAG pipeline and tools. What is not: proprietary model internals or any client-confidential data; the focus is reusable technique, not a specific employer’s systems.