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LangChain Controller Setup
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Linked challenge: Thermal Processing Line Controller Agent with LangChain
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Linked challenge
Thermal Processing Line Controller Agent with LangChain
Prompt source
Original prompt text with formatting preserved for inspection.
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Using LangChain, build an agent with custom tools `adjust_burner_power()` and `read_fryer_thermo()`. Implement a prompt guiding setpoint decisions based on feed rate load changes.
Adaptation plan
Keep the source stable, then change the prompt in a predictable order so the next run is easier to evaluate.
Keep stable
Hold the task contract and output shape stable so generated implementations remain comparable.
Tune next
Update libraries, interfaces, and environment assumptions to match the stack you actually run.
Verify after
Test failure handling, edge cases, and any code paths that depend on hidden context or secrets.