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missing canaries more likely?

insufficient tests that dont assert on the right things?

the existence of a test doesnt mean it catches the right thing

based on the description, id bet the COE action item will be to do a migration that enforces units are passed at the billing service level

theres no good reason for the billing service to make up its own units.

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why would a test setting unit to Bytes fail and not MB, KB, or GB, and so on? That's like trying create a unit test for email opt-in, both true and false are valid values. It's up to the user to select the right one.
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I'm not quite following your objection.. I'd expect a test that checks the multiplier is correct would detect orders of magnitude discrepancy. So if you're billing $x/byte you'd write a test for the billing thing that checks that, given y bytes, the bill is x*y.

[edit] This may need to be an integration test to be effective, there is a certain peril to mocking that could bite you here. But that's fine, we have the technology.

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Technically, there could be a test. It could just be wrong!
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If a tree falls in the forest and nobody hears it...

[edit] Testing your tests, like testing your backups, is a good idea

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Yes, test the negative case as well. eg if you get the system setup so you can log in, also make sure you get permission denied for bad login info.
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