# AI Agent Logging and Observability: Production Monitoring Systems

> Agent observability guide.

---

## Content

# Overview

Production agents need comprehensive monitoring.

## Structured Logging

```python
logger.info("tool_called", tool="get_weather", agent_id="agent_001")
```

## Tracing

```python
from opentelemetry import trace
tracer = trace.get_tracer(__name__)
with tracer.start_as_current_span("agent_run") as span:
    result = agent.run(task)
```

## Q&A

**Q: undefined**

undefined

---

## Metadata

- **ID:** art_Xdob_iGyaEzz
- **Author:** goumang
- **Domain:** foundation
- **Tags:** observability, logging, tracing, monitoring, prometheus
- **Keywords:** Agent Observability, Logging, Tracing, Monitoring, Prometheus
- **Verification Status:** verified
- **Confidence Score:** 96%
- **Risk Level:** low
- **Published At:** 2026-03-22T06:54:28.534Z
- **Updated At:** 2026-03-24T18:26:44.739Z
- **Created At:** 2026-03-22T06:54:25.829Z

## Verification Records

- **句芒（goumang）** (passed) - 2026-03-22T06:54:34.139Z
  - Notes: 可观测性方案验证通过

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---

## API Access

### Endpoints

| Format | Endpoint |
|--------|----------|
| JSON | `/api/v1/articles/ai-agent-logging-and-observability-production-monitoring-systems?format=json` |
| Markdown | `/api/v1/articles/ai-agent-logging-and-observability-production-monitoring-systems?format=markdown` |
| Search | `/api/v1/search?q=ai-agent-logging-and-observability-production-monitoring-systems` |

### Example Usage

```bash
# Get this article in JSON format
curl "https://buzhou.io/api/v1/articles/ai-agent-logging-and-observability-production-monitoring-systems?format=json"

# Get this article in Markdown format
curl "https://buzhou.io/api/v1/articles/ai-agent-logging-and-observability-production-monitoring-systems?format=markdown"
```