Asked about The window as a budget

What counts against the context window?

An answer that works

Everything sent plus everything generated: system prompt, tool definitions, all messages, all tool results, retrieved documents and the reply itself. Forgetting to reserve room for the reply is a common cause of failures.

Reading an answer is not being able to give one. The section that teaches this is The window as a budget, 4 hours of Context windows.

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