A developer is adding new procedures to manage configurations in an environment. They want to confirm that these updates do not disrupt existing operations. Which approach is best for verifying reliability prior to releasing code changes to the main environment?
Collect logs in the existing environment after code merges, then fix any issues
Conduct a final manual review of all configurations at the end of each sprint
Modify resource settings in the main environment while capturing system metrics in real time
Use a pipeline that creates an environment automatically for each new revision to run validations
Using a pipeline that creates an environment for each new revision helps catch errors early. This method runs checks in an isolated space, making it easier to track issues in a controlled setting. Reviewing logs after changes in the existing environment may not detect all errors promptly. Reliance on a final manual review leaves room for oversight. Modifying the main environment as changes occur can disrupt operations if something goes wrong without a controlled validation step.
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