The Scout Agent continuously ingests structured data from historical game logs, drive charts, and player tracking metrics. It doesn't just see "yards"; it sees efficiency per snap, success rate vs specific defensive coverages, and regression trends.
The Insider Agent uses LLMs to parse beat reporter tweets, practice reports, and press conferences in real-time. It detects subtle sentiment shifts about player health before the official injury report drops.
When data conflicts (e.g., "Good Matchup" vs "Bad Weather"), the Master Agent weighs the vectors based on historical correlation. It doesn't guess; it calculates the highest probability outcome based on evidence.
Before generating a final pick, the "Bookie" agent actively tries to poke holes in the thesis. It searches for reasons *not* to make the bet. Only plays that survive this adversarial audit are presented to you.