EngineeringExplainer
Freeze, then settle: how SaaScaffold charges credits for AI tasks
Why credits are frozen when a task is accepted, deducted only after complete delivery, and released when a task truly ends without a result.
Billing & credits
Orders, payments, refunds and the credit ledger that pays for AI tasks.