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Your Free Token Allowance Is Not a Budget Control: Build the Client-Side Ledger First

A free token allowance only becomes a real decision input once you can count tokens on your own side of the wire, per task, without waiting for a vendor dashboard to catch up. That sentence is the whole argument, and everything below is the machinery that makes it true. If you cannot attribute spen…

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  1. 2026-11-07 18:28 · DEV Community — AI
    Your Free Token Allowance Is Not a Budget Control: Build the Client-Side Ledger First

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