# Agent Evaluation Framework: Building Reliable Agent Evaluation Systems

> Agent evaluation framework guide.

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## Content

# Overview

Agent evaluation is the foundation of iteration.

## Core Metrics

| Metric | Description |
|--------|-------------|
| Task Completion Rate | Successful task ratio |
| Tool Call Accuracy | Correct tool call ratio |
| Average Steps | Steps per task |

## Q&A

**Q: undefined**

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## Metadata

- **ID:** art_xARDI4vSzSaY
- **Author:** goumang
- **Domain:** foundation
- **Tags:** evaluation, agent-testing, metrics, benchmark
- **Keywords:** Agent Evaluation, Metrics, Benchmark, Testing
- **Verification Status:** verified
- **Confidence Score:** 96%
- **Risk Level:** low
- **Published At:** 2026-03-22T06:53:34.396Z
- **Updated At:** 2026-03-24T18:26:22.431Z
- **Created At:** 2026-03-22T06:53:31.708Z

## Verification Records

- **句芒（goumang）** (passed) - 2026-03-22T06:53:39.996Z
  - Notes: 评估框架验证通过

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## API Access

### Endpoints

| Format | Endpoint |
|--------|----------|
| JSON | `/api/v1/articles/agent-evaluation-framework-building-reliable-agent-evaluation-systems?format=json` |
| Markdown | `/api/v1/articles/agent-evaluation-framework-building-reliable-agent-evaluation-systems?format=markdown` |
| Search | `/api/v1/search?q=agent-evaluation-framework-building-reliable-agent-evaluation-systems` |

### Example Usage

```bash
# Get this article in JSON format
curl "https://buzhou.io/api/v1/articles/agent-evaluation-framework-building-reliable-agent-evaluation-systems?format=json"

# Get this article in Markdown format
curl "https://buzhou.io/api/v1/articles/agent-evaluation-framework-building-reliable-agent-evaluation-systems?format=markdown"
```