Your application is instrumented with Azure Application Insights. You want to be proactively notified if the application experiences a sudden, anomalous spike in HTTP 500 errors or performance degradation, without having to configure explicit static threshold alerts for every metric. Which feature provides this?

Direct Answer (Verified)Reviewed by Sunny (Senior Cloud Engineer)

Correct Answer: Smart Detection

Smart Detection in Application Insights uses machine learning to automatically analyze the telemetry your app sends. It establishes baselines for normal behavior and proactively al...

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Real Exam ScenarioContinuous Feedback

Your application is instrumented with Azure Application Insights. You want to be proactively notified if the application experiences a sudden, anomalous spike in HTTP 500 errors or performance degradation, without having to configure explicit static threshold alerts for every metric. Which feature provides this?

✓ Correct Answer & ExplanationContinuous Feedback

Correct Answer

Smart Detection

Why This Answer Is Correct

Smart Detection in Application Insights uses machine learning to automatically analyze the telemetry your app sends. It establishes baselines for normal behavior and proactively alerts you (via email) when it detects anomalies, such as sudden spikes in failure rates, performance degradation, or memory leaks, without requiring manual static alert configuration.

📚 What This Question Tests

This question evaluates your knowledge of Continuous Feedback — a core concept tested in Microsoft Certified: DevOps Engineer Expert (AZ-400). Understanding Continuous Feedback is essential for designing scalable, secure, and cost-effective cloud architectures. Mastery of this topic will help you answer scenario-based questions confidently on exam day.

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More Continuous Feedback Practice Questions

Your web application is globally distributed. You need to continuously test the application's responsiveness from multiple geographic locations. If the application takes more than 5 seconds to respond from any location, you want an alert generated. Which Azure Monitor feature provides this capability?

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