LangChain adds support for ScaleDown's cheap, fast constrained decision models for agent loops
LangChain · x · 2026-10-13
LangChain partnered with ScaleDown to support its new constrained decision models (CDMs) in LangChain and Deep Agents. These cheap, fast models are tailored to critical high-frequency agent-loop tasks like summarization, extraction, and classification, with every call traceable via LangSmith LLM Gateway — a pattern of offloading simple decisions from large models to cut agent running costs.
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