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  • Premium File: 398 Questions & Answers. Last update: Nov 7, 2026
  • Training Course: 27 Video Lectures
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  • Latest Questions
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Microsoft AZ-400 Practice Test 60

Question 590

A team deploys a front-end version that calls a new identity endpoint not yet available in the target region. What is the MOST important consequence if this issue remains unresolved?

  1. Mutable container references can replace verified software with an unknown image and compromise rollback.
  2. A destructive database edit can cause extended outage and prevent restoration of the last known good application.
  3. Out-of-order services can fail customer transactions even when each component deploys successfully.
  4. An incorrect function slot configuration can process data in the wrong environment or break event handling.

Explanation

Correct Answer

C:

Out-of-order services can fail customer transactions even when each component deploys successfully. This is the directly relevant business or security consequence of deployment dependencies and downstream api coordination. Root cause: Deployment sequencing and contract compatibility protect distributed systems from partial version mismatches.

Incorrect Answers

A:

Mutable container references can replace verified software with an unknown image and compromise rollback. That risk is relevant to acr image provenance and deployment by immutable digest, but the specific unresolved condition here concerns deployment dependencies and downstream api coordination and has a different direct consequence.

B:

A destructive database edit can cause extended outage and prevent restoration of the last known good application. That risk is relevant to backward-compatible database schema deployment ordering, but the specific unresolved condition here concerns deployment dependencies and downstream api coordination and has a different direct consequence.

D:

An incorrect function slot configuration can process data in the wrong environment or break event handling. That risk is relevant to azure functions deployment slots and settings isolation, but the specific unresolved condition here concerns deployment dependencies and downstream api coordination and has a different direct consequence.

Question 591

A new container image fails startup, yet the deployment step reports success because cluster resources were created. What change should the DevOps engineer implement FIRST for the stated Azure DevOps requirement?

  1. Use expand-and-contract migration order to keep old and new client versions compatible through the deployment overlap.
  2. Model service deployment order and use backward-compatible API or message contracts with explicit readiness checks.
  3. Implement staged ring or canary rollout with scoped traffic, objective health thresholds, and automatic rollback.
  4. Connect representative application health checks and alarms to pipeline rollback or safe deployment halt decisions.

Explanation

Correct Answer

D:

Connect representative application health checks and alarms to pipeline rollback or safe deployment halt decisions. Infrastructure task completion is not equivalent to customer-serving health after a software change. Without automatic detection and recovery, a defective rollout may remain live during manual incident diagnosis.

Incorrect Answers

A:

Use expand-and-contract migration order to keep old and new client versions compatible through the deployment overlap. That applies to backward-compatible database schema deployment ordering, not rollback on failed health gates in azure release pipelines.

B:

Model service deployment order and use backward-compatible API or message contracts with explicit readiness checks. That applies to deployment dependencies and downstream api coordination, not rollback on failed health gates in azure release pipelines.

C:

Implement staged ring or canary rollout with scoped traffic, objective health thresholds, and automatic rollback.

Question 592

A new container image fails startup, yet the deployment step reports success because cluster resources were created. What check would most directly verify this Microsoft DevOps control?

  1. Simulate a failed dependency during rollout and confirm ready endpoints and capacity remain within service objectives.
  2. Replay the end-to-end service path before and after staged component upgrades and record compatible versions.
  3. Introduce a controlled bad revision and confirm the promotion stops and the prior healthy service is restored.
  4. Compare errors and customer transactions by release ring and confirm failed thresholds halt wider promotion.

Explanation

Correct Answer

C:

Introduce a controlled bad revision and confirm the promotion stops and the prior healthy service is restored. Infrastructure task completion is not equivalent to customer-serving health after a software change.

Incorrect Answers

A:

Simulate a failed dependency during rollout and confirm ready endpoints and capacity remain within service objectives. That applies to aks readiness and rolling update capacity, not rollback on failed health gates in azure release pipelines.

B:

Replay the end-to-end service path before and after staged component upgrades and record compatible versions. That applies to deployment dependencies and downstream api coordination, not rollback on failed health gates in azure release pipelines.

D:

Compare errors and customer transactions by release ring and confirm failed thresholds halt wider promotion.

Question 593

A new container image fails startup, yet the deployment step reports success because cluster resources were created. Which DevOps implementation principle BEST explains the issue?

  1. Urgency can shorten process timing but does not remove the need for authorized, traceable production changes.
  2. Container tags may change; digests identify the actual immutable bytes that were scanned and deployed.
  3. A/B tests are meaningful only when assignment and measured outcomes support a defensible comparison.
  4. Infrastructure task completion is not equivalent to customer-serving health after a software change.

Explanation

Correct Answer

D:

Infrastructure task completion is not equivalent to customer-serving health after a software change. Without automatic detection and recovery, a defective rollout may remain live during manual incident diagnosis.

Incorrect Answers

A:

Urgency can shorten process timing but does not remove the need for authorized, traceable production changes. That applies to hotfix release path with independent emergency approval, not controlling principle for rollback on failed health gates in azure release pipelines.

B:

Container tags may change; digests identify the actual immutable bytes that were scanned and deployed. That applies to acr image provenance and deployment by immutable digest, not controlling principle for rollback on failed health gates in azure release pipelines.

C:

A/B tests are meaningful only when assignment and measured outcomes support a defensible comparison. That applies to feature a-b experiments with telemetry and customer segmentation, not controlling principle for rollback on failed health gates in azure release pipelines.

Question 594

A new container image fails startup, yet the deployment step reports success because cluster resources were created. What preventive practice should be maintained after the fix?

  1. Periodically rehearse rollback while maintaining known-good artifacts and previous deployment manifests.
  2. Review ring selection, alert thresholds, and rollback triggers after traffic and architecture changes.
  3. Test slot-specific settings and rollback under realistic traffic before high-impact releases.
  4. Restrict tag changes and retain deployment digests and rollback images for supported releases.

Explanation

Correct Answer

A:

Periodically rehearse rollback while maintaining known-good artifacts and previous deployment manifests. Without automatic detection and recovery, a defective rollout may remain live during manual incident diagnosis.

Incorrect Answers

B:

Review ring selection, alert thresholds, and rollback triggers after traffic and architecture changes. This helps sustain a control for progressive canary and ring-based production exposure; it does not directly stop recurrence of rollback on failed health gates in azure release pipelines described in this case.

C:

Test slot-specific settings and rollback under realistic traffic before high-impact releases. This helps sustain a control for blue-green azure app service deployment slot swap and rollback; it does not directly stop recurrence of rollback on failed health gates in azure release pipelines described in this case.

D:

Restrict tag changes and retain deployment digests and rollback images for supported releases. This helps sustain a control for acr image provenance and deployment by immutable digest; it does not directly stop recurrence of rollback on failed health gates in azure release pipelines described in this case.

Question 595

A new container image fails startup, yet the deployment step reports success because cluster resources were created. What outcome most clearly explains the business impact?

  1. Without automatic detection and recovery, a defective rollout may remain live during manual incident diagnosis.
  2. Unready pods or aggressive rollout settings can cause avoidable downtime during routine releases.
  3. A mismanaged feature toggle can expose incomplete functionality to users without a code release.
  4. A defective release may spread globally before responders can detect or reverse its impact.

Explanation

Correct Answer

A:

Without automatic detection and recovery, a defective rollout may remain live during manual incident diagnosis. This is the directly relevant business or security consequence of rollback on failed health gates in azure release pipelines. Root cause: Infrastructure task completion is not equivalent to customer-serving health after a software change.

Incorrect Answers

B:

Unready pods or aggressive rollout settings can cause avoidable downtime during routine releases. That risk is relevant to aks readiness and rolling update capacity, but the specific unresolved condition here concerns rollback on failed health gates in azure release pipelines and has a different direct consequence.

C:

A mismanaged feature toggle can expose incomplete functionality to users without a code release. That risk is relevant to azure app configuration feature flags for independent rollout, but the specific unresolved condition here concerns rollback on failed health gates in azure release pipelines and has a different direct consequence.

D:

A defective release may spread globally before responders can detect or reverse its impact. That risk is relevant to progressive canary and ring-based production exposure, but the specific unresolved condition here concerns rollback on failed health gates in azure release pipelines and has a different direct consequence.

Question 596

A production release has an error alarm but no automation to pause traffic or restore the prior revision. What action is MOST appropriate given these constraints?

  1. Model service deployment order and use backward-compatible API or message contracts with explicit readiness checks.
  2. Implement staged ring or canary rollout with scoped traffic, objective health thresholds, and automatic rollback.
  3. Connect representative application health checks and alarms to pipeline rollback or safe deployment halt decisions.
  4. Use expand-and-contract migration order to keep old and new client versions compatible through the deployment overlap.

Explanation

Correct Answer

C:

Connect representative application health checks and alarms to pipeline rollback or safe deployment halt decisions. Infrastructure task completion is not equivalent to customer-serving health after a software change. Without automatic detection and recovery, a defective rollout may remain live during manual incident diagnosis.

Incorrect Answers

A:

Model service deployment order and use backward-compatible API or message contracts with explicit readiness checks. That applies to deployment dependencies and downstream api coordination, not rollback on failed health gates in azure release pipelines.

B:

Implement staged ring or canary rollout with scoped traffic, objective health thresholds, and automatic rollback.

D:

Use expand-and-contract migration order to keep old and new client versions compatible through the deployment overlap. That applies to backward-compatible database schema deployment ordering, not rollback on failed health gates in azure release pipelines.

Question 597

A production release has an error alarm but no automation to pause traffic or restore the prior revision. Which test MOST directly confirms the solution?

  1. Introduce a controlled bad revision and confirm the promotion stops and the prior healthy service is restored.
  2. Compare errors and customer transactions by release ring and confirm failed thresholds halt wider promotion.
  3. Replay the end-to-end service path before and after staged component upgrades and record compatible versions.
  4. Simulate a failed dependency during rollout and confirm ready endpoints and capacity remain within service objectives.

Explanation

Correct Answer

A:

Introduce a controlled bad revision and confirm the promotion stops and the prior healthy service is restored. Infrastructure task completion is not equivalent to customer-serving health after a software change.

Incorrect Answers

B:

Compare errors and customer transactions by release ring and confirm failed thresholds halt wider promotion.

C:

Replay the end-to-end service path before and after staged component upgrades and record compatible versions. That applies to deployment dependencies and downstream api coordination, not rollback on failed health gates in azure release pipelines.

D:

Simulate a failed dependency during rollout and confirm ready endpoints and capacity remain within service objectives. That applies to aks readiness and rolling update capacity, not rollback on failed health gates in azure release pipelines.

Question 598

A production release has an error alarm but no automation to pause traffic or restore the prior revision. Which DevOps implementation principle BEST explains the issue?

  1. Container tags may change; digests identify the actual immutable bytes that were scanned and deployed.
  2. Urgency can shorten process timing but does not remove the need for authorized, traceable production changes.
  3. A/B tests are meaningful only when assignment and measured outcomes support a defensible comparison.
  4. Infrastructure task completion is not equivalent to customer-serving health after a software change.

Explanation

Correct Answer

D:

Infrastructure task completion is not equivalent to customer-serving health after a software change. Without automatic detection and recovery, a defective rollout may remain live during manual incident diagnosis.

Incorrect Answers

A:

Container tags may change; digests identify the actual immutable bytes that were scanned and deployed. That applies to acr image provenance and deployment by immutable digest, not controlling principle for rollback on failed health gates in azure release pipelines.

B:

Urgency can shorten process timing but does not remove the need for authorized, traceable production changes. That applies to hotfix release path with independent emergency approval, not controlling principle for rollback on failed health gates in azure release pipelines.

C:

A/B tests are meaningful only when assignment and measured outcomes support a defensible comparison. That applies to feature a-b experiments with telemetry and customer segmentation, not controlling principle for rollback on failed health gates in azure release pipelines.

Question 599

A production release has an error alarm but no automation to pause traffic or restore the prior revision. What preventive practice should be maintained after the fix?

  1. Restrict tag changes and retain deployment digests and rollback images for supported releases.
  2. Review ring selection, alert thresholds, and rollback triggers after traffic and architecture changes.
  3. Test slot-specific settings and rollback under realistic traffic before high-impact releases.
  4. Periodically rehearse rollback while maintaining known-good artifacts and previous deployment manifests.

Explanation

Correct Answer

D:

Periodically rehearse rollback while maintaining known-good artifacts and previous deployment manifests. Without automatic detection and recovery, a defective rollout may remain live during manual incident diagnosis.

Incorrect Answers

A:

Restrict tag changes and retain deployment digests and rollback images for supported releases. This helps sustain a control for acr image provenance and deployment by immutable digest; it does not directly stop recurrence of rollback on failed health gates in azure release pipelines described in this case.

B:

Review ring selection, alert thresholds, and rollback triggers after traffic and architecture changes. This helps sustain a control for progressive canary and ring-based production exposure; it does not directly stop recurrence of rollback on failed health gates in azure release pipelines described in this case.

C:

Test slot-specific settings and rollback under realistic traffic before high-impact releases. This helps sustain a control for blue-green azure app service deployment slot swap and rollback; it does not directly stop recurrence of rollback on failed health gates in azure release pipelines described in this case.

Question 600

A production release has an error alarm but no automation to pause traffic or restore the prior revision. Choose THREE measures that implement and verify an effective Azure DevOps response to this specific situation. (Choose THREE.)

  1. Connect representative application health checks and alarms to pipeline rollback or safe deployment halt decisions.
  2. Periodically rehearse rollback while maintaining known-good artifacts and previous deployment manifests.
  3. Introduce a controlled bad revision and confirm the promotion stops and the prior healthy service is restored.
  4. Bypass review and testing for rollback on failed health gates in azure release pipelines whenever the release deadline is urgent, applying the change to production immediately.
  5. Dismiss the known risk for rollback on failed health gates in azure release pipelines and keep no evidence or accountable owner after deployment.
  6. Declare rollback on failed health gates in azure release pipelines successful solely from a green pipeline status and skip checking its actual control outcome.

Explanation

Correct Answers

A:

Connect representative application health checks and alarms to pipeline rollback or safe deployment halt decisions. Infrastructure task completion is not equivalent to customer-serving health after a software change. Without automatic detection and recovery, a defective rollout may remain live during manual incident diagnosis.

B:

Periodically rehearse rollback while maintaining known-good artifacts and previous deployment manifests. Without automatic detection and recovery, a defective rollout may remain live during manual incident diagnosis.

C:

Introduce a controlled bad revision and confirm the promotion stops and the prior healthy service is restored. Infrastructure task completion is not equivalent to customer-serving health after a software change.

Incorrect Answers

D:

Bypass review and testing for rollback on failed health gates in azure release pipelines whenever the release deadline is urgent, applying the change to production immediately. It conflicts with the stated operating condition: Infrastructure task completion is not equivalent to customer-serving health after a software change.

E:

Dismiss the known risk for rollback on failed health gates in azure release pipelines and keep no evidence or accountable owner after deployment. It conflicts with the stated operating condition: Infrastructure task completion is not equivalent to customer-serving health after a software change.

F:

Declare rollback on failed health gates in azure release pipelines successful solely from a green pipeline status and skip checking its actual control outcome. It conflicts with the stated operating condition: Infrastructure task completion is not equivalent to customer-serving health after a software change.

Designing and Implementing Microsoft DevOps Solutions (AZ-400) Practice Tests

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