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Design a GPU credit system: issue, spend, and expire credits.

A credit ledger that grants GPU-hours, spends them, and expires unused grants. The trap is which grant to spend first. Here is the FIFO-by-expiry design.

Updated Aug 2026 · Grounded in real Applied AI Engineer interview loops and written to a senior-engineer editorial bar.

A credit ledger that grants GPU-hours, spends them, and expires unused grants. The trap is which grant to spend first. Here is the FIFO-by-expiry design.

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