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Cross-AI Workflowsexpert · ~300 min

You Already Paid for the Capacity — a Router That Sends Each Job to Whichever AI Subscription Still Has Room

You pay for two or three flat-rate AI plans every month, and you still got blocked on a Tuesday — so why does the work keep piling into one account while the others sit untouched, and what does it actually cost you the moment you reach for the 'buy extra usage' button?

This project builds a router that sends each job to whichever subscription has the most room left in its current window, and it is deliberately not the same idea as uc235's cost-tiered support line: that project routes by task difficulty, sending easy questions to a cheap model and hard ones to a stronger one, while this project routes purely by remaining headroom and will cheerfully hand a trivial job to your most expensive plan because that is where the room is. The hardest thing you will learn here is that on a consumer subscription a successful answer is not proof you had headroom — two of the three vendors in this build keep answering after you hit the ceiling, quietly, with a weaker model.

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You Already Paid for the Capacity — a Router That Sends Each Job to Whichever AI Subscription Still Has Room

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What you'll do

A headroom router you own end to end: a dated allowance inventory built from your vendors' own current help pages rather than from folklore, a SQLite ledger that models every account's windows separately per surface and knows which surfaces share one pool, calibrated per-job-class costs with honest error bars instead of invented per-message numbers, an observability class per account that sets its reserve floor so you never spend precisely what you cannot measure, a chooser that picks the account with the most remaining headroom and provably ignores task difficulty and cost, mandatory attestation on every dispatch so a silent downgrade to a weaker model raises a cap event instead of passing as a success, a leased queue that parks blocked work against the next real reset rather than a blind exponential backoff, admission control that refuses work it cannot finish before your deadline, a metered-overage valve that is clamped shut by default and ceilinged and separately ledgered when you open it, an escalation record that hands a deadline conflict to a human with three costed options and never spends money on its own, and a weekly reconciliation drill that measures your ledger's drift against the vendors' own displayed numbers so you find out whether your model of your own capacity is any good.