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techMEDIUM2026-04-28 11:37 UTC

LangChain 0.2.10 vs. LangSmith 0.12: LLM Chain Debugging Efficiency

\n In 2024, 68% of LLM-powered applications spend more engineering hours debugging chains than writing core business logic, according to a Q2 survey of 1,200 senior backend developers. LangChain 0.2.10 and LangSmith 0.12 are the two most widely adopted tools to address this pain point, but our bench

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