Posted on Apr 22, 2026
Teaching the LLM to fill forms: zod schemas as tool manifests
We wanted the assistant to feel native to the product, not bolted on beside it. Forms were the breaking point, so we built an assisted-forms framework that lets chat fill live UI from the browser.