Notes from the workshop.

Field notes on building AI agents you own. Local-first pipelines, the tricks that keep them lean, and the mistakes we learned from.

June 12, 2026 · 5 min read

The XML Diet: a leaner knowledge base for agents that fix themselves

Feed a local model a 500-page PDF and it bogs down fast with slower answers and more confused output.

Read →