**Agentic Context Management: Solving Agent Memory and Cost by Treating Them as

**Agentic Context Management: Solving Agent Memory and Cost by Treating Them as Lifecycle and Architecture Problems**

> Production AI agents' failures are less often due to an inability to reason well and more often because they cannot manage what is in their reasoning context: conversation histories, large prompts, large tool definitions, and ballooning tool outputs. Agents drown in their own accumulating history while paying a token cost that grows every turn, producing missing recalls within and across conversations. The incumbent...

**来源信息**
- **来源**：HuggingFace Daily Papers（社区热门论文）
- **分类**：ai-products
- **发布时间**：2026-07-27 08:00（北京时间）
- **原文**：[打开原文](https://huggingface.co/papers/2607.21503)