The sale opened. The orders vanished.
What a queue actually does to a traffic spike your server cannot absorb.
What you'll learn
- What a flash sale does to an order API with nothing in front of it
- How a queue decouples arrival rate from processing rate
- Why an uncompleted message comes back without a retry loop
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Drawing…
Understand it one step at a time
The short runs these in order in about 33 seconds. Here they are written out — pick any step to jump the short straight to it.
11:00 AM — the flash sale opens
12,000 shoppers hit Buy inside the same sixty seconds. One order API, running on a fixed number of instances, is listening for all of it.
Frequently asked questions
- Why does a flash sale overwhelm an order API with no queue in front of it?
- Without a queue, the API has to process orders at exactly the rate they arrive — a sudden spike in arrival rate becomes a spike in required processing rate, and the API falls over trying to keep up in real time.
- How does a queue fix that without you writing a retry loop?
- It decouples arrival from processing — orders land on the queue as fast as they come in, and workers pull from it at whatever rate they can sustain. An order that isn't completed simply stays available for redelivery, with no custom retry logic needed.
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These are built for a phone
Every short is drawn at full portrait height, the shape a phone already is. Installed, it opens full-bleed with no address bar across the top — and the whole library reads offline.
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