Monitoring, Metrics & Self-Healing

PanelOps incorporates an autonomous health monitoring engine that continuously observes infrastructure resources, container states, network availability, and potential anomalies across your servers.

📈 Real-Time Telemetry

From the Monitoring Dashboard (/monitoring), you can observe:

CPU Utilization: Live multi-core usage graphs and spike alerts.
RAM & Swap: Memory usage, cached buffers, and leak detection.
Disk Space & I/O: Storage consumption per partition and disk write throughput.
Network Bandwidth: Inbound/outbound transfer rates.
Docker Container Telemetry: Per-container CPU and memory usage statistics.

💓 Autonomous Heartbeat & Crash Detection

PanelOps executes background heartbeat scans every 2 to 10 minutes:

Server Heartbeat: Detects when a VPS becomes unresponsive or offline.
Container Exit Detection: Monitors Projects, App Store applications, and Databases. If a container stops unexpectedly or fails health checks, an incident is registered immediately and alerts are dispatched.
Crash-Loop Detection: Identifies containers that are "running" but restarting excessively (restart count > 5), diagnosing application-level crashes.

🩹 Self-Healing Engine

When an incident is detected, PanelOps can trigger automatic recovery protocols:

Automatic Container Restart: Attempts to reboot failed services gracefully.
Orphan Cleanup: Prunes dangling containers and unused networks.
Nginx Auto-Reload: Validates syntax (nginx -t) and reloads proxy configuration if a worker fails.

🧠 AI Incident Diagnostics

PanelOps integrates with LLM engines (Cloudflare Workers AI / OpenAI) to provide root-cause analysis:

Pattern Correlation: Detects systemic patterns across multiple incidents occurring in a short time frame.
1-Click AI Fix: Suggests exact remediation steps and configuration tweaks for Docker and Nginx errors.