Deep Dive into LLM Token Cost — Blog Series Part 2: How Prompt Caching Actually Works (opens in new tab)

The first post in this series, Part 1: A Real-World Case Study, ended with a single number: a 31-hour Claude Code session that cost $172.58, of which $114.98 — about 66% of the bill — was…