A new cheatsheet provides specific tactics for maintaining clean context windows in LLM interactions. It focuses on managed infrastructure and desktop application integration to reduce noise. Ben's Bites outlines how structured prompting prevents model drift. Practitioners can use these patterns to lower token costs and improve output reliability in complex agentic workflows.