What I'm building.

A single, source-graded feed for following your club's transfer window — with a public track record.

A multi-source data pipeline that ingests transfer reports from dozens of football outlets, uses an LLM to extract each player-to-club link, grades it by source reliability and corroboration, and publishes a verifiable track record. Eval-first; the LLM layer runs on an open-weight model at roughly $0/mo.