Jun 10, 2026 · MCP-first · 5 min read Cut your LLM bill by 50 to 90%: caching, routing, right-sizing Practical levers to shrink inference spend without hurting quality, prompt caching, model routing, context discipline, and capability-level budgets. #LLM Ops #Cost