A new cheatsheet provides specific techniques for managing context windows in LLM workflows. It focuses on reducing noise within managed infrastructure and desktop applications to improve output accuracy. Developers can use these prompts to prune irrelevant data. This incremental guide helps practitioners maintain cleaner state management during long-form agentic interactions.