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#AgentEvaluation

2 guides~17 min totalupdated Jul 18, 2026

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Evaluate an AI Agent on a Local LLM: Free, No API Key (2026)

Evaluate an AI agent on a local LLM for free — build a tiny Pydantic AI agent on Ollama and score it with pydantic-evals, agent and judge both local, no API key.

Beginner · 8 min

AI Engineering

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IntermediateHow to Evaluate an AI Agent: Metrics & Frameworks (2026)An AI agent evaluation guide for 2026: the metrics that actually matter, how to score them, and the frameworks — LangSmith, DeepEval, Ragas — to run them.9 min

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