FTC ScoutingPro: Offline Sync, AI Analysis & Heatmaps | User Guide presented by 27570
Welcome to the official showcase of FTC-ScoutingPro, the ultimate distributed scouting application developed by FTC Team 27570 B.E.A.R. 🐻 We are thrilled to share our architecture with the global FIRST community at the 2026 FIRST Championship in Houston!
FTC-ScoutingPro is engineered to solve the most painful scouting problems: poor venue Wi-Fi, messy data conflicts, and tedious alliance selections.
🚀 Key Features:
• Zero-Config LAN Synchronization (UDP Multicast + WebSockets)
• Smart Air-Gapped Offline Sync via USB (Differential UPSERT)
• Interactive Play-by-Play Heatmaps (Gaussian KDE)
• AI-Powered Alliance Selection Assistant (Google Gemini Integration)
• Custom Math-Based Rating Formulas
🛠️ Engineering & Tech Stack:
Built with a rigorous backend architecture: Java 21, JavaFX (AtlantaFX), Embedded H2 Database, HikariCP, Flyway for schema migrations, and Javalin for local HTTP/WS serving.
🔗 Links:
GitHub Repo: [Lucalmz/27570-FTC-ScoutingPro]
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