What to cook tonight: pick a meal, a cuisine and what's in the fridge, or just search, and get a dish in Russian or English. The recipes come from a multi-agent Claude pipeline, built solo, that turns YouTube cooking videos into structured recipes. A scout finds the dishes in a vlog and skips videos that aren't recipes, an extractor writes each one up with timestamps into the video, a verifier checks every amount against the transcript, and a judge catches duplicates. Extraction runs on Haiku 5.5 after per-agent benchmarks; Sonnet 5.5 translates into English and Opus 5.5 proofreads, chosen on a 20-recipe eval. About 7 cents a dish.