📊 Monitoring and Feedback - AZ-400 Practice Questions

Implement monitoring, alerting, and feedback mechanisms including Application Insights, dashboards, and SRE.

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AZ-400 Monitoring Question Bank (6 Questions)

Browse all 6 practice questions covering Monitoring and Feedback for the AZ-400 certification exam. Answers are intentionally hidden on this page so you can self-test first before checking results in quiz mode.

  1. Question 1Implement an instrumentation strategy

    A team uses Azure Application Insights and wants to set up alerts that automatically adapt to seasonal traffic patterns without manually setting thresholds. Which Azure Monitor feature provides this?

    AStatic threshold metric alerts
    BDynamic thresholds in Azure Monitor Metric Alerts — automatically calculates upper and lower bounds based on historical patterns and sensitivity settings
    CLog Analytics scheduled alert
    DApplication Insights Smart Detection

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  2. Question 2Implement an instrumentation strategy

    A DevOps team wants to set up SLI/SLO monitoring for their API (e.g., 99.9% of requests should complete within 500ms). Which Azure Monitor feature enables this?

    AAzure Advisor performance recommendations
    BAzure Monitor Metric Alerts with p95/p99 latency metrics from Application Insights, combined with a Service Level Objective dashboard in Azure Workbooks
    CAzure Application Gateway health probes
    DAzure Service Health SLA monitoring

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  3. Question 3Implement an instrumentation strategy

    A DevOps team wants to implement SLO-based alerting where alerts fire only when the error budget is being consumed at a rate that risks breaching the SLO before the end of the period. Which Azure Monitor approach implements this?

    AStatic error count alert
    BAzure Monitor Metric Alert on error rate with dynamic thresholds, or a custom KQL Log Analytics alert calculating error budget burn rate
    CApplication Insights Smart Detection
    DAzure Advisor cost alert

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  4. Question 4Implement an instrumentation strategy

    A team wants to receive an alert when the average response time of their web API exceeds 2 seconds for more than 5 minutes. Which Azure Monitor feature provides this?

    ALog Analytics query
    BAzure Monitor Metric Alert with Application Insights server response time metric, threshold 2000ms, aggregation period 5 minutes
    CAzure Application Insights Smart Detection
    DAzure DevOps pipeline alert

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  5. Question 5Implement an instrumentation strategy

    A production application is experiencing intermittent slowness. A DevOps engineer wants to profile the application in production to find hot code paths. Which Application Insights feature provides this without code changes?

    ACustom metrics tracking
    BApplication Insights Profiler — captures CPU traces in production and shows hot code paths in the Performance blade
    CAzure Monitor Diagnostic Settings
    DLive Metrics Stream

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  6. Question 6Implement an instrumentation strategy

    A DevOps team wants to measure application availability from multiple global locations and alert if the application is unreachable. Which Application Insights feature provides this?

    AApplication Insights event tracking
    BApplication Insights Availability Tests (Standard or Multi-step tests from global test locations)
    CAzure Monitor Service Health
    DAzure Front Door health probes

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Key Monitoring Concepts for AZ-400

application insightsazure monitordashboardalertsresloslifeedback loopfeature flags

AZ-400 Monitoring Exam Tips

Monitoring and Feedback questions in AZ-400 are typically scenario-based. Focus on DevOps process maturity, release strategy, and secure delivery pipelines. Priority concepts: application insights, azure monitor, dashboard, alert, sre, slo.

What AZ-400 Expects

  • Anchor your answer in prefer automated, testable, and observable delivery mechanisms across environments.
  • Monitoring scenarios for AZ-400 are frequently mapped to Domain 5 (5-10%), so read the objective carefully before picking controls or architecture.
  • Expect multi-topic scenarios where Monitoring interacts with identity, networking, governance, or monitoring patterns rather than appearing as an isolated question.
  • When two options are both technically valid, prefer the choice that best aligns with the exam's operational scope (Expert) and vendor best practices.

High-Value Monitoring Concepts

  • Know the core Monitoring building blocks cold: application insights, azure monitor, dashboard, alert.
  • Review the edge-case features and limits for sre, slo; these details are commonly used to differentiate answer choices.
  • Practice service-integration reasoning: how Monitoring pairs with Release Management, Collaboration in real deployment patterns.
  • For AZ-400, explain why the chosen Monitoring design meets reliability, security, and cost expectations better than the alternatives.

Common AZ-400 Traps

  • Watch for building pipelines without quality or security gates.
  • Questions in Implement an Instrumentation Strategy often include distractors that look correct for Monitoring but violate least-privilege, compliance, or availability requirements.
  • Avoid picking options purely by feature name; validate data path, failure handling, and governance impact before answering.
  • If the prompt hints at automation or repeatability, eliminate manual-only operational answers first.

Fast Review Checklist

  • Can you compare at least two Monitoring implementation paths and justify which one best fits the scenario?
  • Can you map the chosen answer back to Implement an Instrumentation Strategy (5-10%) outcomes for AZ-400?
  • Can you explain security and access boundaries for Monitoring without relying on default-open assumptions?
  • Can you describe how Monitoring integrates with Release Management and Collaboration during failure, scaling, and monitoring events?

Exam Domains Covering Monitoring

Related Resources

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