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AI Agent Evaluation: A Practical Guide with a Working Application

 Towards AI

An end-to-end guide to deterministic checks, retrieval metrics, human review, LLM judges, and regression testing, with practical examples from a local multi-agent RAG application. The reliability of ...

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MCP Isn’t Dead, Your Tool List Is Too Big

 Towards AI

Four MCP servers, one Claude Code session, and by the time I typed my first real prompt, a third of the context window was already spent… Continue reading on Towards AI

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Best Open-Weight LLMs Tested: DeepSeek V4 vs Qwen3.8 vs Kimi K3 vs GLM-5.3

 Towards AI

I skipped the vendor tables and lined up the independent runs: 113 real coding tasks, four tries each, with the bill attached. Continue reading on Towards AI

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