Clean context management reduces hallucinations and lowers token costs. Ben's Bites outlines specific strategies for managing infrastructure and desktop applications to maintain prompt hygiene. These tactics prevent model drift during long sessions. Practitioners can apply these filters to ensure LLMs maintain focus on critical data without processing redundant noise.