Architecting Cost-Efficient LLM Workflows: Active Prompt Caching with Claude 3.5

The inherent statelessness of RESTful API calls to Large Language Models presents a significant financial bottleneck. When utilizing high-parameter models like Claude Opus 4.8 or Sonnet 4.6 for comple