alt Hacker NewsAfter their infamous "Fail Whale" outages, Twitter replaced its Ruby on Rails / MySQL stack with modern (at the time) technologies: Scala (functional language running on the JVM) / Finagle (RPC) / Thrift (framework) / Kafka (message queues) and this made Twitter stable under the load of several hundred million users.
Ruby is single-threaded, slow with poor GC and memory leaks. As Twitter's Alex Payne said publicly in 2008: "there shouldn't be doubt in anybody's mind that Ruby itself is slow" and that scaling Rails meant "just throw more instances at it"
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Current Rails and Co are miles away from where they used to be then, but even then my feeling was that maybe it was the skill/culture/dev ops at Twitter that was at least partly responsible for the fail whale. But I don’t have any insight as to what was actually going on inside before and after that transition.
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tell that to Shopify that handles 8.15 million requests per second and processes 5.1 million per minute in sales during Black Friday. You scale your architecture, not your programming language.