How do you test an application if it is going production for the first time?

For testing the application, we need to have the basic scenarios done first,
Second step will be to do the End to End testing with E2E scenarios,
Third test will be to do the rigorous testing.
Final step will be to do the load testing.

Few things to consider here during the requirement gathering and planning phase.

Benchmark the performance of the application.
Benchmark the hardware resourecs required for the application for a given load.
Application scalability for the given set of hardware resource.
Stability and reliability of the application.

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