Ingestion Shouldn't Be a Choice

A look at why three ingestion modes create more problems than they solve, how the PDF extraction pipeline was rebuilt to be ten times faster with 90% fewer LLM calls, and the unified ingestion architecture that points toward removing the choice entirely.

June 10, 2026 in architecture by Timothé Le Chatelier10 minutes