Projects

FF Storylines Live

A live recap tool for my fantasy football leagues. Every Tuesday a Cloudflare Worker pulls each league's matchup data from the Sleeper API, computes the week's stats deterministically, and has Claude write the recaps — strictly from the verified numbers, never its own. A layered validator (deterministic check → LLM fact-check → retry → template fallback) guarantees every published line is backed by real data. The site itself is Astro on Cloudflare Workers, reading season-to-date standings and narratives straight from D1.