Groundhog Day for AI agents: Prompt caching patterns for using OpenAI models on Amazon Bedrock

OpenAI models on Amazon Bedrock require agents to resend their entire interaction history each time they act, increasing token costs. Prompt caching stores repeated input prompts to reduce costs and improve efficiency by avoiding redundant data transmission.