Worked examples and methodology notes. Concrete numbers, no buzzwords. Each post walks math you can verify against the live product surfaces.
We walk a single NFL spread pick through all seven pipeline layers — de-vig, Elo, prediction markets, AI modifier, EV, Kelly, CLV. Concrete numbers at every step. No hand-waving.
Calibration buckets are meaningful at N≥200 per sport. Below 50 they're noise. We tell you N on every bucket. Here's the honest reading guide.
Coordinated moneyline and spread moves across the sharp operators inside a 5-minute window. What an event looks like, how a spread move is weighted by the key numbers, and what we filter out as noise.