Extended Thinking with Adaptive Budget

implementationChallengeOctober 16, 2025

Prompt Content

Implement an extended thinking mechanism for the 'Concept Explorer' agent. Show how it uses an adaptive reasoning budget, initiating deeper dives or multi-hop queries on the knowledge graph when ambiguity is high or a breakthrough seems possible, and how Claude Sonnet 4's nuanced reasoning aids this process.

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