Blog
Engineering notes, product updates, and stories from the field.
April 12, 2026
Shipping our MCP server: lessons from 1,000 users
How we designed the Model Context Protocol server and what surprised us when ChatGPT and Claude users started running it at scale.
Read article →
March 8, 2026
Inside the 49ms cache: how we serve 500K transcripts/day
A look at the edge caching layer that turns repeat transcript fetches into the fastest call in your stack.
Read article →
February 1, 2026
YouTube blocks and the fix: a developer's field guide
Why scraping YouTube transcripts is brittle, what fails, and the API-first approach that just works.
Read article →