Introducing ACM: A Framework for Agent Context Management in Long-Horizon Tasks

TianbaoX · x · 2026-08-05

Xiaochuan Lee introduced ACM (Agentic Context Management), a framework designed to handle context for long-horizon agentic tasks.

ACM teaches agents to autonomously decide when and how to manage their context without forced compression or losing discarded details. It aims to keep the short-term working memory clean while maintaining a stable long-term external memory, effectively improving agent performance in complex, extended tasks.

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