Adaptive Thinking Budget Integration

planningChallengeNovember 21, 2025

Prompt Content

Describe how you would integrate adaptive thinking budgets into your Claude Opus 4.1 agents. For example, how might an agent dynamically decide to spend more 'thinking' tokens on complex decision points in the onboarding process (e.g., resolving data conflicts) versus simple data entry tasks? Provide pseudo-code or a conceptual outline.

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