Bot-Kil — Kalishi Edge

Bot-Kil (Kalishi Edge) is a production AI sports betting intelligence platform that deploys 4 sport-specific agents (MLB, NBA, NFL, NHL) coordinated by an orchestrator agent to identify value bets, calculate optimal position sizes, and detect cross-market arbitrage opportunities. The platform runs Kelly Criterion bankroll optimization with configurable fractional sizing and max-bet caps, Monte Carlo simulations (10,000 iterations per scenario), and advanced sabermetrics analysis including FIP, wOBA, DVOA, and Corsi. A FastAPI MCP server (port 8420) powers the backend with 15+ tool endpoints, while the Next.js 15 dashboard delivers live WebSocket updates, interactive Recharts visualizations, and CLV (Closing Line Value) tracking. Kalshi prediction market integration enables event contract pricing alongside traditional sports lines. Bankroll management includes drawdown protection, session tracking, and configurable risk parameters. SQLite persistence with full audit trail of every prediction, bet, and simulation result.