Plans Don't Persist: Why Context Management Is Load Bearing for LLM Agents

Aman Mehta, Anupam Datta

Long-horizon agents depend on context management: systems compress, summarize, and evict old tokens so tasks can continue beyond finite windows. That is safe only when dropped info…