SMRTR AIJan 19, 2026Daily.dev

How Remote uses LangChain and LangGraph to onboard thousands of customers with AI

SMRTR summary

Remote built a Code Execution Agent using LangChain and LangGraph to automate customer data migrations, solving the challenge of processing massive HR spreadsheets that exceed AI context limits and cause hallucinations. The system lets AI models plan data transformations while Python code executes the actual processing in a sandbox, reducing onboarding time from days to hours.

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