Ask Reddit: How do you evaluate production AI agents — mock tools or real calls?

Mountain_Edge1061 · reddit · 2026-10-18

A Reddit poster asks developers deploying AI agents in production (LangGraph etc.) how they run evaluations: do you mock tool/database calls, and do you write traces via Langfuse and evaluate from them, or check the in-memory list of called tools directly? The goal is guarding against regressions when prompts change.

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