For example:
order.status = "paid" order.invoiceId = null
No crash. No exception. Just wrong state.
How do experienced teams usually detect or guard against this kind of issue in real production systems?
For example, async flows where status updates and data creation are handled in different places.
Curious how teams make these kinds of assumptions explicit in practice.
That’s where things get tricky to reason about upfront.
For example, in your example is there any situation where there is an invoice that has not been paid?
In the vast majority of shopping cart systems, that would be a hard NO. There would be an Order ID, for carts that have not yet been paid for, sure, but an Invoice ID only makes sense if the order has been fully paid for, and not at any stage previous to that.
As such, why have an Order Status at all? Have the mere presence of the Invoice ID be the flag that states the order has been paid for. As in: null = not paid, not null = paid.
For me, the main takeaway is that good modeling, tests, and runtime checks each catch different classes of mistakes, and none fully replace the others.
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