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How are you testing agent changes before deploying to production?

This story is from 2026-09-15. It is preserved in the archive; the latest stories are on the live feed.

For those running AI agents in production: how do you currently test changes before shipping them? I’m particularly interested in changes to prompts, models, tools, memory, or retrieval. For example, do you use: a golden dataset / regression suite? manual trace review? evals running in CI? baseline…

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  1. 2026-09-15 07:24 · r/AI_Agents
    How are you testing agent changes before deploying to production?

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