Most AI workshops teach you how to write prompts. This one teaches you how to build persistent, structured AI workflows that survive across sessions. The core idea: treat AI like a new team member.

When you run an agentic coding tool like Claude Code, the actual tokens sent to the API far exceed what you typed. Each request includes the full system prompt, all tool definitions, file contents, ...