UltraPerf | AI Optimizer & Admin Plugin v1.2.1

UltraPerf v1.2.1

Recommended runtime: Paper 1.21.x · Java 21

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New

• 4 dedicated AI agents now run simultaneously in the background: EntityAgent, ChunkAgent, MemoryAgent, and FarmAgent
• All AI agents initialize automatically on startup
• Persistent hotspot tracking across restarts for chunk spikes, dense farms, hopper-heavy zones, and redstone-heavy zones
• Progressive chat moderation: warning -> temporary mute -> kick
• Chat moderation state is now saved to disk and survives server restarts

Improved

• Heavy analysis now pauses automatically when no players are online
• Chunk scanning now runs in smaller batches instead of one large pass
• ML retraining is now fully asynchronous to avoid main-thread spikes
• Reduced unnecessary background polling across AI, ML, and cache systems
• AI and pattern detection now prioritize hotspot areas first instead of scanning blindly
• AI execution cycles now respect a hard budget for actions and execution time
• Agent confidence is now calculated from real workload data
• Agent confidence and runtime state are persisted between restarts
• Secure dashboard setups no longer show misleading startup warnings

Fixed

• Anti-cheat punishment escalation is now persistent: 1st detection -> kick, 2nd -> kick, 3rd -> permanent ban
• Players can no longer bypass sanction escalation by reconnecting or waiting for a restart
• Reduced false positives in movement and behavioral detections
• Fixed moderation persistence issues after mute expiry
• Fixed inconsistent authorization checks on protected dashboard endpoints
• Removed multiple noisy and misleading log messages across AI, analytics, security, and dashboard systems

Upgrade Instructions
1. Stop your server completely
2. Remove any older UltraPerf jar from your plugins folder
3. Upload UltraPerf-1.2.1.jar
4. Start the server
5. Confirm in console that the AI agents initialize correctly
6. Review your dashboard credentials and access policy if you use external access

UltraPerf is designed for Paper 1.21.x. Spigot compatibility is not guaranteed.

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