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You Have Been Asked to De-Risk Deployments at Your Company

question 343

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You have been asked to de-risk deployments at your company. Specifically, the CEO is concerned about outages that occur because of accidental inconsistencies between Staging and Production, which sometimes cause unexpected behaviors in Production even when Staging tests pass. You already use Docker to get high consistency between Staging and Production for the application environment on your EC2 instances. How do you further de-risk the rest of the execution environment, since in AWS, there are many service components you may use beyond EC2 virtual machines?


Definitions:

Content Validity

The extent to which a test or measurement accurately represents the construct it is intended to measure, covering all relevant facets.

Predictive Validity

The extent to which a test accurately forecasts a specific future outcome.

Concurrent Validity

The degree to which the results of a particular test correlate with those of another established measure given at the same time.

Reliability

The consistency and dependability of a measure or test over time, ensuring that similar results are achieved under consistent conditions.

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