Stop counting tokens, start counting what ships

When a developer gives an AI agent a coding task, the agent does more than answer once.

It plans, generates code, runs tests, and repeats the process to correct errors. A single task can use 10 to 50 times more tokens than a basic chat prompt.

The more useful the agent becomes, the more calls…