Comprehensive course lesson covering LLM API cost fundamentals, caching mechanisms (prompt caching, semantic caching, KV-cache reuse), model routing architectures for agent fleets, practical implementation phases, cost calculation frameworks, and age-grouped learning paths from secondary school through executive level. Includes decision trees, case studies, monitoring metrics, and integration with broader agent economy concepts.