Beyond Compaction: Structured Context Eviction for Long-Horizon Agents

Andrew Semenov, Svyatoslav Dorofeev

We present Context Window Lifecycle (CWL), a context-management scheme that gives long-horizon LLM agents an effectively unbounded working horizon. As a session accumulates history…