LangChain · AI

How Zip Uses LangSmith and LangGraph to Ship New Features Faster

Dexter Lee, Staff Machine Learning Engineer at Zip, the procurement platform, explains what changed when his team started using LangGraph and LangSmith for its AI development. Before, Zip built its own code for calling LLMs, piping and storing results, and building context: adding a feature to an early version of its chatbot or agent took weeks, and its in-house traces pipeline was missing details the team needed. With LangGraph and LangSmith, tr

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