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QuickBooks
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Syncing invoices to QuickBooks when the other side keeps changing under you
Third-party accounting APIs don't fail cleanly. Customers get deleted in QuickBooks behind your back, tokens expire mid-request, and retries duplicate records. Here's how one Rails integration stayed idempotent and learned to heal itself.