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Stateful Graph Definition

Inspect the original prompt language first, then copy or adapt it once you know how it fits your workflow.

Linked challenge: Build an Automated Model Evaluation Pod with LangGraph and GPT-5.3-Codex

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Linked challenge
Build an Automated Model Evaluation Pod with LangGraph and GPT-5.3-Codex

Prompt source

Original prompt text with formatting preserved for inspection.

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Using LangGraph, define a state schema that includes evaluation_history, current_task, and feedback_loop. Initialize a StateGraph with nodes for 'data_retrieval', 'evaluator', and 'optimizer'. Use GPT-5.3-Codex for the 'evaluator' node.

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.