AgentVidia

Prometheus and Grafana for Agents

December 04, 2026 • By Abdul Nafay • Agent Observability and Monitoring

AgentVidia Insights: Prometheus and Grafana for Agents. A detailed examination of Agent Observability and Monitoring automation, focusing on scalability and autonomous decision-making.

Introduction: The Industrial Dashboard

Agents are software. They need to be monitored like any other high-scale system. **Prometheus** (for metric collection) and **Grafana** (for visualization) are the industry standard tools for building "Operational Dashboards" for your agent fleets.

The SRE Stack for AI

We use "Infrastructure-Grade" patterns to monitor our fleet:

  • Scraping Agent Metrics: Exporting custom metrics (e.g.,