LangChain Launches smithtune to Turn Agent Traces Into Fine-Tuned Models

LangChain · x · 2026-10-01

LangChain released smithtune, handling the full lifecycle from agent traces to an SFT'd model on the training/inference provider of your choice, with no manual stitching of steps. The team says data curation is the most important post-training phase, and reports good results using model councils and a CLI-guided coding agent as training copilots. The goal: let builders own their own intelligence by fine-tuning on their own agent data.

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