To make decisions based on data, you first need some data to act on. Collecting application metrics helps to understand the application behavior as used by the actual users, and not in synthetic tests. The approaches to collect those metrics are push (where an application actively calls the performance monitoring service) and pull (where the performance monitoring service regularly checks the configured endpoints).
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