---
title: "#agent-evaluation articles | Hashnode"
description: "Explore 7 articles tagged #agent-evaluation on Hashnode. Tutorials, guides, and how-tos from the community."
url: "https://hashnode.com/tag/agent-evaluation"
---

Tag

# #agent-evaluation

7 posts · 0 followers

[Jebitok](https://hashnode.com/@w1t3r) · [Sep 23](https://hashnode.com/posts/agent-evaluation-tryhackme/6ab3982c3608c3653da7d9fb)

### [Agent Evaluation (TryHackMe)](https://www.sharonjebitok.com/agent-evaluation-tryhackme?utm_source=hashnode&utm_medium=feed)

Link to the challenge on TryHackMe: Agent Evaluation Introduction In the previous rooms, Agent Discovery, Agent Design, Agent Foundations, and Agent Building, you explored where AI agents can support

13 min read · [sharonjebitok.com](https://www.sharonjebitok.com/agent-evaluation-tryhackme?utm_source=hashnode&utm_medium=feed)

[Kartik N V J K](https://hashnode.com/@kartik-nvj) · [Aug 11](https://hashnode.com/posts/how-i-evaluate-mcp-servers-for-security-before-i-trust-them/6a7b478cda62148d32b68a62)

### [How I evaluate MCP servers for security before I trust them](https://kartiknvjk.hashnode.dev/how-i-evaluate-mcp-servers-for-security-before-i-trust-them?utm_source=hashnode&utm_medium=feed)

Evaluate MCP servers for security in 2026: tool-description injection, tool-result tampering, sandbox escape, cross-tenant isolation. Four eval checks.

9 min read · [kartiknvjk.hashnode.dev](https://kartiknvjk.hashnode.dev/how-i-evaluate-mcp-servers-for-security-before-i-trust-them?utm_source=hashnode&utm_medium=feed)

[3](https://hashnode.com/posts/how-i-evaluate-mcp-servers-for-security-before-i-trust-them/6a7b478cda62148d32b68a62)

[Kartik N V J K](https://hashnode.com/@kartik-nvj) · [Aug 11](https://hashnode.com/posts/how-i-evaluate-autogen-agents-the-handoff-is-the-unit/6a7c8a0773075f6d2a4e6369)

### [How I evaluate AutoGen agents: the handoff is the unit](https://kartiknvjk.hashnode.dev/how-i-evaluate-autogen-agents-the-handoff-is-the-unit?utm_source=hashnode&utm_medium=feed)

Here is the run that reset how I test multi-agent teams. A three-agent AutoGen team scores 0.91 on task completion in CI. The researcher cites its sources correctly. The critic flags two weak claims.

11 min read · [kartiknvjk.hashnode.dev](https://kartiknvjk.hashnode.dev/how-i-evaluate-autogen-agents-the-handoff-is-the-unit?utm_source=hashnode&utm_medium=feed)

[1](https://hashnode.com/posts/how-i-evaluate-autogen-agents-the-handoff-is-the-unit/6a7c8a0773075f6d2a4e6369)

[Darsh Shah](https://hashnode.com/@darshs) · [Jul 17](https://hashnode.com/posts/how-to-evaluate-ai-agents-with-an-llm-as-a-judge-harness-in-python/6a5a98bcef0967f8fb858895)

### [How to Evaluate AI Agents with an LLM-as-a-Judge Harness in Python](https://freecodecamp.org/news/how-to-evaluate-ai-agents-with-an-llm-as-a-judge-harness-in-python?utm_source=hashnode&utm_medium=feed)

In this tutorial, I'll show you how to evaluate a local AI agent with a simple, repeatable evaluation harness. The harness runs the agent against a set of test cases, checks the results with both rule

12 min read · [freecodecamp.org](https://freecodecamp.org/news/how-to-evaluate-ai-agents-with-an-llm-as-a-judge-harness-in-python?utm_source=hashnode&utm_medium=feed)

[Omnithium](https://hashnode.com/@moussamokhtari) · [Jun 8](https://hashnode.com/posts/ai-agent-evaluation-frameworks-beyond-accuracy-to-business-impact/6a26852edfcf4174b6838c19)

### [AI Agent Evaluation Frameworks: Beyond Accuracy to Business Impact](https://omnithium.hashnode.dev/ai-agent-evaluation-frameworks-beyond-accuracy-to-business-impact?utm_source=hashnode&utm_medium=feed)

Your customer support agent resolves 92% of queries without human help. Latency is under 800ms. Accuracy on intent classification hits 97%. Yet your CSAT scores are dropping, cost-per-resolution climb

19 min read · [omnithium.hashnode.dev](https://omnithium.hashnode.dev/ai-agent-evaluation-frameworks-beyond-accuracy-to-business-impact?utm_source=hashnode&utm_medium=feed)