What is a platform layer? — Web applications to communicate with a platform layer which in turn communicates with your databases. First, separating the platform and web application allow you to scale the pieces independently. If you add a new API, you can add platform servers without adding unnecessary capacity for your web application tier. Second, adding a platform layer can be a way to reuse your infrastructure for multiple products or interfaces (a web application, an API, an iPhone app, etc) without writing too much redundant boilerplate code for dealing with caches, databases, etc. Third, a sometimes underappreciated aspect of platform layers is that they make it easier to scale an organization. At their best, a platform exposes a crisp product-agnostic interface which masks implementation details. If done well, this allows multiple independent teams to develop utilizing the platform's capabilities, as well as another team implementing/optimizing the platform itself.

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Google Interview

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