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15 Jul 2026, 04:15 amvia dev.to

Scale Is a Design, Not a Dial

codingdevelopers

The dashboard says forty instances, up from twelve this morning. The autoscaler did its job: it saw latency climb and threw hardware at it. And latency got worse. Not flat. Worse. You're paying for three times the compute to serve a slower product.
Somewhere under all f…

Source: dev.to

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