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Stateful Services Will Break Your Scaling
The hidden state in your servers is why you can't just 'add more boxes'.
system-designarchitecturescaling
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The hidden state in your servers is why you can't just 'add more boxes'.
You added servers but nothing got faster. Here's why.
Your API works at 100 RPS. At 10,000, everything falls apart. The systematic approach to not dying.