Why harnesses matter for energy efficiency
Summary
Neuralwatt analyzes how harnesses and prompt caching affect energy use in AI inference. The piece quantifies how cache misses can double energy and how long sessions magnify costs, with practical recommendations to stabilize prompts, tooling, and session IDs to improve efficiency. It emphasizes that most waste is fixable through prompt design and server-side optimizations.