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discussionr/learnAIAgents · Nov 02, 2026

LangChain or a model SDK for learning production agents?

An experienced backend developer asks whether to learn LangChain or go straight to frontier-model SDKs for production agent work. The thread argues for starting with the SDK, since frameworks hide the failure modes — retries, tool-call parsing, runaway loops — that production debugging eventually forces you to understand anyway.

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