This started as an experiment in game theory and cognitive architectures. I wanted to see if lineup optimization could be turned into a conversation instead of

This started as an experiment in game theory and cognitive architectures. I wanted to see if lineup optimization could be turned into a conversation instead of spreadsheets or opaque optimizers. Closed beta (32 users) gave me feedback that shaped the “One-Click Pivot” feature and real-time lineup exports. It’s now live for NFL pre-season. Not perfect yet (still optimizing infra + analyst creation UX), but I figured it’s better to share early and get feedback from builders here.