· Amit Kothari · AI
Cache the prompt, not the response - why most LLM caching fails
Your LLM API bills are eating your budget because you are caching the wrong thing. Most teams cache responses when they should cache prompts. Anthropic's prompt caching cuts costs by up to 90% and reduces latency by 85% by reusing processed context instead of reprocessing it every time.