Catch cheaters with 4-layer validation cascade, packet-level detection, and trust scoring system. Built for servers from 10 to 500+ players.
4-stage verification system eliminates false positives through trust scoring and statistical analysis
Deep packet analysis with PacketEvents integration for advanced cheat detection on 1.21.x
Adaptive sampling and async processing reduce CPU usage by 40-60% for clean players
Players build trust over time, reducing false flags for legitimate skilled players
SQLite & MySQL with HikariCP pooling and batch operations for optimal performance
Send violation alerts directly to Discord with rich embeds and customizable thresholds