How to: Agent Capabilities
With the Netdata Agent, you can use these core capabilities out-of-the-box:

| Capability                   | Description                                                                                                                                   |
|------------------------------|-----------------------------------------------------------------------------------------------------------------------------------------------|
| **Comprehensive Collection** | • 800+ integrations
• Systems, containers, VMs, hardware sensors
• OpenMetrics, StatsD, and logs
• OpenTelemetry support coming soon |
| **Performance & Precision**  | • Per-second collection
• Real-time visualization with 1-second latency
• High-resolution metrics                                       |
| **Edge-Based ML**            | • ML models trained at the edge
• Automatic anomaly detection per metric
• Pattern recognition based on historical behavior             |
| **Advanced Log Management**  | • Direct systemd-journald and Windows Event Log integration
• Process logs at the edge
• Rich log visualization                         |
| **Observability Pipeline**   | • Parent-Child relationships
• Flexible centralization
• Multi-level replication and retention                                          |
| **Automated Visualization**  | • NIDL data model
• Auto-generated dashboards
• No query language needed                                                                |
| **Smart Alerting**           | • Pre-configured alerts
• Multiple notification methods
• Proactive detection                                                           |
| **Low Maintenance**          | • Auto-detection
• Zero-touch ML
• Easy scalability
• CI/CD friendly                                                                 |
| **Open & Extensible**        | • Modular architecture
• Easy to customize
• Integrates with existing tools                                                             |

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