Find the cache misses in your AI bill, then cap the spend

Reads your LLM call log for cost per feature and the share served from the cache, names the prompt line that breaks the cache on every call, has Claude Code move it, and caps daily spend before a call runs.

Freelancers charge $250 to $900 for this audit. An LLM cost audit on Upwork, $250 to $900

Our run, 2026-10-14. Our cost report on the real log of 126 DeepSeek calls (27 Sep): the clock on line 2 got 0.0% from the cache and cost 7.16 times the kept prompt. Moved to the bottom: 1.01 times. Costs are at DeepSeek's list prices.