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Tags: agentic loops* + compression*

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1. Implementing Prompt Compression to Reduce Agentic Loop Costs

   - Understanding why agentic loops increase token costs over time
   - Techniques for selective information removal from prompt histories
   - Strategies to maintain reasoning capabilities during compression
   - Practical implementation steps for optimizing LLM workflows

   2026-05-12 Tags: prompt, compression, llm, agents, agentic loops, token optimization by klotz

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