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Adaptive Thinking Budget Integration & Code Generation

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Linked challenge: Multi-Agent Dev Team for Performance Optimization

Format
Code-aware
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Linked challenge
Multi-Agent Dev Team for Performance Optimization

Prompt source

Original prompt text with formatting preserved for inspection.

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Implement a mechanism for adaptive thinking budgets. For instance, instruct the 'Lead Developer' to use a higher 'thought budget' when refactoring complex algorithms but a lower one for simple function creation. Have the 'Lead Developer' generate initial code for the 'Code_Optimization_Challenge' task template, and ensure the 'Performance Tester' agent can execute and benchmark it.

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.