No outsourcing or automation process ever works without frequent inspection, QA or audit actions 
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@vgr (and I've found error handling is the hardest part to build right) -
@zackkanter yup, tweet was inspired by discovering a decimal point error in computing taxes that had 10x consequence on taxes owed...
End of conversation
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