A shopify App is just an API consumer. If you can look through your logs there is a chance you can provide us with request IDs. Otherwise if you can tell us the public key for your Shopify App that was causing the 503's and the date they were occurring we can investigate further.
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Chris Saunders commented on Shopify servers returning intermittent error 503's for our Shopify App
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