A new cheatsheet provides specific techniques for maintaining clean context windows in LLM interactions. The guide focuses on reducing noise and managing token efficiency across managed infrastructure and desktop applications. Practitioners can use these strategies to minimize hallucinations. This is an incremental set of tips for power users of AI tools.