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Test an AI Agent Before It Talks to Customers: The Complete Guide to Agent Evaluation

This story is from 2026-10-30. It is preserved in the archive; the latest stories are on the live feed.

Why "vibes-based testing" fails in production, and how to build a multi-pillar automated evaluation harness with Amazon Bedrock, versioned Golden Datasets, and LLM-as-a-Judge. 1. The Death of "Vibes-Based" Testing Building a prototype AI agent with an LLM and tool calling takes an afternoon. Testin…

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  1. 2026-10-30 05:56 · DEV Community — AI
    Test an AI Agent Before It Talks to Customers: The Complete Guide to Agent Evaluation

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