Why is your AI using so many tokens?

The post notes that typing "hi" into an AI assistant can show 18,000 tokens of usage, with only one of them being the user's own input, and sets out to explain where the rest went. It closes by saying it hopes the explanation demystified how agents work and why tokens are used so fast, and invites questions in the comments.