our workflows product has executed 100,000,000+ runs, and companies like Opendoor, Zillow, and Mercury use it to run their document pipelines. today, we're shipping Workflows v2. very few document problems are a single step. the most common thing teams build is a chain: split → extraction → validation → routing (→ sometimes a human in the loop). most teams end up writing orchestration code, retry logic, and state management to build this flow. workflows exist so you don't have to rebuild that infrastructure every time. what's new in v2: - a GitHub app for CI/CD: review, test, and deploy workflow changes like any other production code - multi-file extraction: treat a packet as one unit of work instead of a pile of disconnected calls - validations: catch bad output at the step where it happens, not three systems downstream - routing logic: branch on extracted fields, confidence, or your own business rules - agents: describe what you want in natural language, and agents can manage the exact same workflows as code