Context as an Environment: Programmatic Context Management for Long-Horizon Agents

Yin Lin, Elaine Ang, Erkang Zhu +2

LLM agents increasingly take on long-running tasks whose history grows far beyond a single model context window. Existing approaches compress earlier interactions or extract select…