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DigitalOcean introduces prompt caching for LLM inference, automatically caching repeated context like system prompts to reduce input token costs by up to 80% without code changes, with a detailed tutorial on break-even math.
A tool that simulates AWS, GCP, and DigitalOcean environments for development and testing without incurring costs.