Shopify, observed
What Shopify actually does, not just what the docs say
Shopify documents the mechanism. These pages document the behavior — what we see in production across the stores we monitor: how often webhooks really arrive twice, how late they run, and which failures the docs describe but never quantify. Every page names the official docs first, then adds the number they leave out.
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Nothing published here yet. The first entries are being written against live production data — each one ships only once the observation behind it has actually been captured. Check back shortly.