Most developers find databases difficult to scale. There are a lot of frameworks that can run on multiple pods—or even multiple clusters—to handle more load. Some frameworks even support advanced load balancing and caching.
Still, when a spike beyond what the framework can handle happens, the database is almost always the first process to fail. It’s a horror story that every developer has experienced at least once. And it always happens at the most important moment—such as during an important flash sale.
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