Adaptive Thinking Budget for Claude Opus 4.1

implementationChallengeDecember 8, 2025

Prompt Content

Explain how you will implement adaptive thinking for your agents, especially the 'Report Summarizer'. How will the agent determine when to allocate more 'thinking budget' (e.g., more detailed prompt, multiple Claude Opus 4.1 calls) for complex data synthesis versus a quick summary for simpler data points? Provide a conceptual design.

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