agents-101
The fundamentals of AI agents. It covers what LLMs really are, how they think, and how to build with them. At the end of this series of notes, blogs, articles whatever I write, I hope you will be able to make cool agents of your own. Notes from my work at VideoDB and from poking at things in my own time.
[+] articles
2026-05-21
What are LLMs and how to think from their perspective
A grounded mental model for what large language models actually
are and how shifting your perspective makes building with them
click.
2026-05-25
Context: what an LLM actually sees
The messy version of context. Messages arrays, tokens, context
windows, why every chat is also a bill, and the lost-in-the-middle
problem.