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You are using an LLM to assist in analyzing test execution trends to predict potential...

You are using an LLM to assist in analyzing test execution trends to predict potential risks. Which of the following improvements would BEST enhance the LLM's ability to predict risks and provide actionable alerts?

A.

Emphasize constraints that focus on deviations that could impact release timelines or quality gates.

B.

Expand the output format to include risk predictions with severity levels, recommended actions, and a timeline for team intervention based on trend analysis.

C.

Specify that the role is a test analyst with expertise in predictive analytics and risk management.

D.

Add an instruction to calculate statistical variance and highlight tests that deviate by more than 20% from baseline metrics.

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