AI Cost Control on Cognaptus https://cognaptus.com/tags/ai-cost-control/ Recent content in AI Cost Control on Cognaptus Hugo -- 0.145.0 en-us Sat, 20 Sep 2025 00:00:00 +0000 Right Tool, Right Thought: Difficulty-Aware Orchestration for Agentic LLMs https://cognaptus.com/blog/2025-09-20-right-tool-right-thought-difficultyaware-orchestration-for-agentic-llms/ Sat, 20 Sep 2025 00:00:00 +0000 https://cognaptus.com/blog/2025-09-20-right-tool-right-thought-difficultyaware-orchestration-for-agentic-llms/ A mechanism-first reading of DAAO, showing how query difficulty can govern workflow depth, operator choice, and model routing in multi-agent LLM systems.