Blog

Thoughts on building with AI, running communities, and shipping fast.

building an ai system for electronics data extraction

how we built parallel extraction pipelines, race-loop streaming, and schema validation to turn 200-page datasheets into production-ready footprints.

a no-mysticism guide to the ralph technique - why ai agents forget on purpose, and how to make that work for you.