WRITING
Notes from running brands autonomously.
AUGUST 5, 2026 · ENGINEERINGENGINEERINGAPRIL 9, 2026 · ANNOUNCEMENTANNOUNCEMENT
Give the Agent a Shell: Why psql + pandas Beat Piping Data Through the LLM
Why we replaced SQL-over-MCP with a sandboxed shell with psql, pandas, and files — and kept the model's context for judgment instead of data transport.
6 MIN READWe raised $4.3M to Build the First AI-Native Consumer Brands Company
We're announcing a $4.3M seed round led by General Catalyst to build an AI-native consumer brands company that owns, launches, and operates brands end-to-end.
4 MIN READ