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Exam Code: AWS Certified DevOps Engineer - Professional DOP-C02
Exam Name: AWS Certified DevOps Engineer - Professional DOP-C02
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AWS Certified DevOps Engineer - Professional DOP-C02 Practice Test 18

Question 170

An operations team deploys the following safeguard: Apply Systems Manager State Manager associations for supported recurring desired-state tasks and detect noncompliance. Which observed result is the STRONGEST validation that the safeguard works?

  1. A forced transient error follows the documented retry policy and completes without duplicated side effects.
  2. A controlled configuration deviation is detected and reconciled by the approved association without changing unrelated settings.
  3. A patch run updates a canary cohort and produces compliance status for every targeted instance.
  4. A staged AppConfig update is halted by a CloudWatch alarm and returns to the previous configuration.

Explanation

Correct Answer

B:

The best verification result is: A controlled configuration deviation is detected and reconciled by the approved association without changing unrelated settings. It specifically demonstrates that the implemented safeguard to apply Systems Manager State Manager associations for supported recurring desired-state tasks and detect noncompliance. is effective. This control matters where production EC2 instances drift from their approved operating-system configuration after ad hoc troubleshooting. Without suitable evidence, the outstanding exposure is that a troubleshooting change can persist indefinitely and create inconsistent security behavior across nodes.

Incorrect Answers

A:

This measurement validates a different AWS control: Use AWS Step Functions to orchestrate retries, state transitions, idempotent actions and failure paths. It is most relevant where a remediation Lambda invokes several dependent services, but transient failures cause duplicate deletions and no reliable execution history. It would not establish whether the current safeguard is effective; the required acceptance evidence is specifically that a controlled configuration deviation is detected and reconciled by the approved association without changing unrelated settings.

C:

This measurement validates a different AWS control: Use Systems Manager Patch Manager with approved baselines, maintenance windows and compliance reporting. It is most relevant where an EC2 fleet needs monthly security patching, but engineers log into instances and run package managers manually. It would not establish whether the current safeguard is effective; the required acceptance evidence is specifically that a controlled configuration deviation is detected and reconciled by the approved association without changing unrelated settings.

D:

This measurement validates a different AWS control: Use AWS AppConfig deployment strategies and validators with monitors to roll out configuration changes gradually. It is most relevant where a team deploys one feature-flag value to every application node instantly and causes a sudden spike in transaction failures. It would not establish whether the current safeguard is effective; the required acceptance evidence is specifically that a controlled configuration deviation is detected and reconciled by the approved association without changing unrelated settings.

Question 171

The team has omitted the measure to record source revision, build execution, immutable image digest and provenance metadata during artifact publication. It operates in this setting: A security auditor needs proof that a container image originated from the reviewed source commit rather than an external registry push. Which resulting risk is MOST direct?

  1. Manually built images can accumulate package drift and unknown security baselines.
  2. Public or over-broad artifact access could expose unreleased application code and supply-chain metadata.
  3. An unreviewed image can be presented as the approved release when labels alone are trusted.
  4. A production incident may require a rebuild that incorporates new dependencies and behaves differently.

Explanation

Correct Answer

C:

The omitted control leaves this direct failure exposure: An unreviewed image can be presented as the approved release when labels alone are trusted. This follows from the specific situation: A security auditor needs proof that a container image originated from the reviewed source commit rather than an external registry push. The proposed safeguard would be to record source revision, build execution, immutable image digest and provenance metadata during artifact publication. The governing engineering reason is that artifact provenance connects deployed bytes to the review and build process that authorized them. A test would check that a deployment audit traces the running image digest to one recorded CodeBuild execution and commit.

Incorrect Answers

A:

This failure could arise in a related but different scenario: A fleet uses a golden EC2 image that engineers rebuild manually on their laptops with differing patches. There the appropriate mitigation is to automate tested AMI production with EC2 Image Builder or an equivalent versioned image pipeline. The current environment is specifically a security auditor needs proof that a container image originated from the reviewed source commit rather than an external registry push. Its omitted safeguard creates the more direct consequence: An unreviewed image can be presented as the approved release when labels alone are trusted.

B:

This failure could arise in a related but different scenario: A production account receives an artifact stored in S3 without server-side encryption or an explicit deployment read role. There the appropriate mitigation is to protect pipeline artifact buckets with encryption and least-privilege bucket and key access policies. The current environment is specifically a security auditor needs proof that a container image originated from the reviewed source commit rather than an external registry push. Its omitted safeguard creates the more direct consequence: An unreviewed image can be presented as the approved release when labels alone are trusted.

D:

This failure could arise in a related but different scenario: A pipeline deletes the artifact storage object as soon as it deploys, making an emergency rollback depend on recompiling source. There the appropriate mitigation is to retain immutable approved deployment artifacts for the required rollback and audit period. The current environment is specifically a security auditor needs proof that a container image originated from the reviewed source commit rather than an external registry push. Its omitted safeguard creates the more direct consequence: An unreviewed image can be presented as the approved release when labels alone are trusted.

Question 172

An AWS DevOps engineer must address this situation: A pipeline deletes the artifact storage object as soon as it deploys, making an emergency rollback depend on recompiling source. Which implementation choice BEST meets the main operational requirement?

  1. Automate tested AMI production with EC2 Image Builder or an equivalent versioned image pipeline.
  2. Configure ECR lifecycle policies that preserve deployed and rollback-required images while expiring safe old candidates.
  3. Publish versioned internal packages to AWS CodeArtifact and authorize consumers using appropriate repository policies and tokens.
  4. Retain immutable approved deployment artifacts for the required rollback and audit period.

Explanation

Correct Answer

D:

This response directly addresses the stated requirement: Retain immutable approved deployment artifacts for the required rollback and audit period. The relevant technical mechanism is that restorable releases depend on preserving the actual tested artifacts, not assuming reproducible recompilation. Without this design, a production incident may require a rebuild that incorporates new dependencies and behaves differently. An operational acceptance check should confirm that an operator can redeploy a previous approved S3 object or ECR digest without rebuilding it.

Incorrect Answers

A:

This design is appropriate for another AWS operational requirement: A fleet uses a golden EC2 image that engineers rebuild manually on their laptops with differing patches. In that situation the corresponding response would be to automate tested AMI production with EC2 Image Builder or an equivalent versioned image pipeline. It does not directly mitigate the current failure mode, where a production incident may require a rebuild that incorporates new dependencies and behaves differently. The current requirement instead calls for retain immutable approved deployment artifacts for the required rollback and audit period.

B:

This design is appropriate for another AWS operational requirement: An ECR repository retains thousands of unused candidate images and storage costs grow without limits. In that situation the corresponding response would be to configure ECR lifecycle policies that preserve deployed and rollback-required images while expiring safe old candidates. It does not directly mitigate the current failure mode, where a production incident may require a rebuild that incorporates new dependencies and behaves differently. The current requirement instead calls for retain immutable approved deployment artifacts for the required rollback and audit period.

C:

This design is appropriate for another AWS operational requirement: A multi-account build consumes shared private packages but each account independently copies libraries and loses dependency provenance. In that situation the corresponding response would be to publish versioned internal packages to AWS CodeArtifact and authorize consumers using appropriate repository policies and tokens. It does not directly mitigate the current failure mode, where a production incident may require a rebuild that incorporates new dependencies and behaves differently. The current requirement instead calls for retain immutable approved deployment artifacts for the required rollback and audit period.

Question 173

An AWS DevOps engineer must address this situation: A serverless API invokes several Lambda functions and downstream services, but operators cannot correlate a failed request end-to-end. Which implementation choice BEST meets the main operational requirement?

  1. Instrument supported distributed tracing such as AWS X-Ray and propagate request context across service boundaries.
  2. Restrict log-group access through IAM and use suitable encryption and data-protection controls for sensitive records.
  3. Create an appropriate CloudWatch Logs metric filter for the structured failure events and alarm on the resulting metric.
  4. Define CloudWatch Logs retention aligned to policy and archive required records using appropriate storage controls.

Explanation

Correct Answer

A:

This response directly addresses the stated requirement: Instrument supported distributed tracing such as AWS X-Ray and propagate request context across service boundaries. The relevant technical mechanism is that distributed traces connect latency and fault context across separate components of a single transaction. Without this design, a slow request may be blamed on the front-end function when latency actually accumulates downstream. An operational acceptance check should confirm that a test transaction yields a trace connecting the API entry, Lambda calls and relevant downstream latency.

Incorrect Answers

B:

This design is appropriate for another AWS operational requirement: CloudWatch Logs contain secrets from application traces and a broad group of developers can read all production log streams. In that situation the corresponding response would be to restrict log-group access through IAM and use suitable encryption and data-protection controls for sensitive records. It does not directly mitigate the current failure mode, where a slow request may be blamed on the front-end function when latency actually accumulates downstream. The current requirement instead calls for instrument supported distributed tracing such as AWS X-Ray and propagate request context across service boundaries.

C:

This design is appropriate for another AWS operational requirement: A service logs application-level payment failures but the dashboard only has raw text with no numeric failure metric. In that situation the corresponding response would be to create an appropriate CloudWatch Logs metric filter for the structured failure events and alarm on the resulting metric. It does not directly mitigate the current failure mode, where a slow request may be blamed on the front-end function when latency actually accumulates downstream. The current requirement instead calls for instrument supported distributed tracing such as AWS X-Ray and propagate request context across service boundaries.

D:

This design is appropriate for another AWS operational requirement: A log group stores debug events indefinitely and continually increases costs while security retention requirements are finite. In that situation the corresponding response would be to define CloudWatch Logs retention aligned to policy and archive required records using appropriate storage controls. It does not directly mitigate the current failure mode, where a slow request may be blamed on the front-end function when latency actually accumulates downstream. The current requirement instead calls for instrument supported distributed tracing such as AWS X-Ray and propagate request context across service boundaries.

Question 174

An operations team deploys the following safeguard: Standardize governed account requests with unique identifiers, accountable owners and approved organizational-unit placement. Which observed result is the STRONGEST validation that the safeguard works?

  1. A valid audit session expires automatically and cannot invoke write APIs in member accounts.
  2. The account registry connects each active account to an approved owner, environment and business purpose.
  3. A move rehearsal verifies effective SCPs and required account-level resources match the destination OU.
  4. A new account in the targeted OU receives the required configuration and stack-instance status shows success.

Explanation

Correct Answer

B:

The best verification result is: The account registry connects each active account to an approved owner, environment and business purpose. It specifically demonstrates that the implemented safeguard to standardize governed account requests with unique identifiers, accountable owners and approved organizational-unit placement. is effective. This control matters where two teams independently create AWS accounts with duplicate email aliases and no clear business ownership. Without suitable evidence, the outstanding exposure is that orphaned or ambiguously owned accounts can persist with unmanaged credentials and expenditure.

Incorrect Answers

A:

This measurement validates a different AWS control: Define cross-account IAM roles with constrained trust and read permissions, then assume them through AWS STS. It is most relevant where a central audit function needs short-lived read-only access into every workload account but currently distributes permanent IAM user credentials. It would not establish whether the current safeguard is effective; the required acceptance evidence is specifically that the account registry connects each active account to an approved owner, environment and business purpose.

C:

This measurement validates a different AWS control: Reconcile the account against the destination OU's policy and baseline requirements after organizational moves. It is most relevant where an account moves to a different AWS Organizations OU, yet its deployed security baselines and exception set are never rechecked. It would not establish whether the current safeguard is effective; the required acceptance evidence is specifically that the account registry connects each active account to an approved owner, environment and business purpose.

D:

This measurement validates a different AWS control: Deploy governed CloudFormation StackSets with appropriate service-managed permissions and organization targeting. It is most relevant where a central security stack must provision identical AWS Config settings into accounts in multiple Regions. It would not establish whether the current safeguard is effective; the required acceptance evidence is specifically that the account registry connects each active account to an approved owner, environment and business purpose.

Question 175

An AWS DevOps engineer must address this situation: A public API Gateway endpoint receives large bot traffic bursts that threaten backend concurrency quotas. Which implementation choice BEST meets the main operational requirement?

  1. Use Amazon CloudFront caching with suitable object cache controls and appropriate invalidation policy.
  2. Scale consumers using suitable queue backlog per worker or message-age signals rather than CPU alone.
  3. Apply appropriate API Gateway throttling, quotas and AWS WAF controls aligned to legitimate clients.
  4. Configure an appropriate ECS capacity provider and scaling for the underlying compute capacity.

Explanation

Correct Answer

C:

This response directly addresses the stated requirement: Apply appropriate API Gateway throttling, quotas and AWS WAF controls aligned to legitimate clients. The relevant technical mechanism is that managed API entry points should limit abusive demand before it consumes scarce downstream resources. Without this design, unbounded incoming requests can cause costly or disruptive backend saturation. An operational acceptance check should confirm that a controlled burst hits the intended rate limit while allowed clients maintain the required success rate.

Incorrect Answers

A:

This design is appropriate for another AWS operational requirement: A global website sends every anonymous static asset request to the application origin, which cannot keep up with regional demand. In that situation the corresponding response would be to use Amazon CloudFront caching with suitable object cache controls and appropriate invalidation policy. It does not directly mitigate the current failure mode, where unbounded incoming requests can cause costly or disruptive backend saturation. The current requirement instead calls for apply appropriate API Gateway throttling, quotas and AWS WAF controls aligned to legitimate clients.

B:

This design is appropriate for another AWS operational requirement: SQS workers use CPU utilization as their scaling signal even though queued messages grow while CPU remains low due to network waits. In that situation the corresponding response would be to scale consumers using suitable queue backlog per worker or message-age signals rather than CPU alone. It does not directly mitigate the current failure mode, where unbounded incoming requests can cause costly or disruptive backend saturation. The current requirement instead calls for apply appropriate API Gateway throttling, quotas and AWS WAF controls aligned to legitimate clients.

D:

This design is appropriate for another AWS operational requirement: An ECS service scales task count, but its EC2 capacity pool cannot place more tasks during peak traffic. In that situation the corresponding response would be to configure an appropriate ECS capacity provider and scaling for the underlying compute capacity. It does not directly mitigate the current failure mode, where unbounded incoming requests can cause costly or disruptive backend saturation. The current requirement instead calls for apply appropriate API Gateway throttling, quotas and AWS WAF controls aligned to legitimate clients.

Question 176

An operations team deploys the following safeguard: Reconcile the account against the destination OU's policy and baseline requirements after organizational moves. Which observed result is the STRONGEST validation that the safeguard works?

  1. The account registry connects each active account to an approved owner, environment and business purpose.
  2. A new account in the targeted OU receives the required configuration and stack-instance status shows success.
  3. A test member-account administrator cannot perform the prohibited operation despite a local Allow policy.
  4. A move rehearsal verifies effective SCPs and required account-level resources match the destination OU.

Explanation

Correct Answer

D:

The best verification result is: A move rehearsal verifies effective SCPs and required account-level resources match the destination OU. It specifically demonstrates that the implemented safeguard to reconcile the account against the destination OU's policy and baseline requirements after organizational moves. is effective. This control matters where an account moves to a different AWS Organizations OU, yet its deployed security baselines and exception set are never rechecked. Without suitable evidence, the outstanding exposure is that a moved account may retain formerly valid exceptions inconsistent with its new environment classification.

Incorrect Answers

A:

This measurement validates a different AWS control: Standardize governed account requests with unique identifiers, accountable owners and approved organizational-unit placement. It is most relevant where two teams independently create AWS accounts with duplicate email aliases and no clear business ownership. It would not establish whether the current safeguard is effective; the required acceptance evidence is specifically that a move rehearsal verifies effective SCPs and required account-level resources match the destination OU.

B:

This measurement validates a different AWS control: Deploy governed CloudFormation StackSets with appropriate service-managed permissions and organization targeting. It is most relevant where a central security stack must provision identical AWS Config settings into accounts in multiple Regions. It would not establish whether the current safeguard is effective; the required acceptance evidence is specifically that a move rehearsal verifies effective SCPs and required account-level resources match the destination OU.

C:

This measurement validates a different AWS control: Apply AWS Organizations service control policies at appropriate organizational-unit boundaries alongside IAM policies. It is most relevant where an organization wants to prevent member accounts from disabling organization-wide security settings even when local administrators are powerful. It would not establish whether the current safeguard is effective; the required acceptance evidence is specifically that a move rehearsal verifies effective SCPs and required account-level resources match the destination OU.

Question 177

A team proposes this change: Schedule representative AWS Backup restore testing or equivalent rehearsals and validate application integrity after restore. The environment is: Backup jobs complete successfully for a critical workload but no one knows whether the backups can be restored. Which AWS engineering principle most directly supports the proposal?

  1. Backup completion is not evidence of recoverability without successful restore and business verification.
  2. Disaster-recovery strategies trade ongoing capacity cost against achievable RTO and RPO.
  3. Recovery time depends on the resources already running and the time needed to activate full service.
  4. Immutable retention and separated privilege can reduce a compromised production identity's ability to destroy recovery points.

Explanation

Correct Answer

A:

The central principle is that backup completion is not evidence of recoverability without successful restore and business verification. It supports the decision to schedule representative AWS Backup restore testing or equivalent rehearsals and validate application integrity after restore. because the workload problem is: Backup jobs complete successfully for a critical workload but no one knows whether the backups can be restored. The consequence of ignoring the principle is: A corrupt or inaccessible recovery point may be discovered only during a real outage. The design can be tested by confirming that a controlled recovery test restores usable data and measures elapsed time and consistency against requirements.

Incorrect Answers

B:

This principle concerns the different situation in which an enterprise needs to rebuild an application in another Region after a disaster but cannot afford fully active production capacity there. It explains the alternative control to implement a pilot-light recovery pattern with automated infrastructure provisioning and validated scale-up steps. For the present workload, backup jobs complete successfully for a critical workload but no one knows whether the backups can be restored. the design rationale is instead that backup completion is not evidence of recoverability without successful restore and business verification.

C:

This principle concerns the different situation in which an application requires recovery within minutes, but the proposed disaster-recovery Region keeps no preprovisioned running services. It explains the alternative control to consider a warm-standby or suitable active pattern with enough live capacity to meet the validated recovery window. For the present workload, backup jobs complete successfully for a critical workload but no one knows whether the backups can be restored. the design rationale is instead that backup completion is not evidence of recoverability without successful restore and business verification.

D:

This principle concerns the different situation in which a ransomware threat could delete both production data and backup recovery points using the same compromised administrator role. It explains the alternative control to use suitably protected backup vaults and supported Vault Lock controls with separate backup administration. For the present workload, backup jobs complete successfully for a critical workload but no one knows whether the backups can be restored. the design rationale is instead that backup completion is not evidence of recoverability without successful restore and business verification.

Question 178

An AWS DevOps engineer must address this situation: An Aurora application runs in two Regions but failover documentation assumes asynchronous replica lag is always zero. Which implementation choice BEST meets the main operational requirement?

  1. Evaluate DynamoDB global tables with correct conflict handling and application failover design.
  2. Design Aurora Global Database recovery with monitored replication lag and explicit cross-Region promotion and reconnection steps.
  3. Use an appropriate Amazon RDS Multi-AZ deployment and test the documented failover behavior.
  4. Assess a supported Multi-AZ replica group with automatic failover and ensure client reconnection behavior.

Explanation

Correct Answer

B:

This response directly addresses the stated requirement: Design Aurora Global Database recovery with monitored replication lag and explicit cross-Region promotion and reconnection steps. The relevant technical mechanism is that asynchronous cross-Region database protection requires acknowledging potential data loss and application endpoint changes. Without this design, a disaster could exceed the expected recovery point or leave applications pointing at a former writer. An operational acceptance check should confirm that a simulated regional failover measures replication lag, writer promotion and application reconnection against objectives.

Incorrect Answers

A:

This design is appropriate for another AWS operational requirement: A globally distributed application needs users in two Regions to continue writing to DynamoDB when one Region becomes unavailable. In that situation the corresponding response would be to evaluate DynamoDB global tables with correct conflict handling and application failover design. It does not directly mitigate the current failure mode, where a disaster could exceed the expected recovery point or leave applications pointing at a former writer. The current requirement instead calls for design Aurora Global Database recovery with monitored replication lag and explicit cross-Region promotion and reconnection steps.

C:

This design is appropriate for another AWS operational requirement: A production RDS database is deployed in a Single-AZ configuration although the business requires automated recovery from an AZ outage. In that situation the corresponding response would be to use an appropriate Amazon RDS Multi-AZ deployment and test the documented failover behavior. It does not directly mitigate the current failure mode, where a disaster could exceed the expected recovery point or leave applications pointing at a former writer. The current requirement instead calls for design Aurora Global Database recovery with monitored replication lag and explicit cross-Region promotion and reconnection steps.

D:

This design is appropriate for another AWS operational requirement: An Amazon ElastiCache Redis-based application uses a single primary node for a critical cache whose outage triggers expensive database failures. In that situation the corresponding response would be to assess a supported Multi-AZ replica group with automatic failover and ensure client reconnection behavior. It does not directly mitigate the current failure mode, where a disaster could exceed the expected recovery point or leave applications pointing at a former writer. The current requirement instead calls for design Aurora Global Database recovery with monitored replication lag and explicit cross-Region promotion and reconnection steps.

Question 179

The team has omitted the measure to scope Config remediation to the noncompliant resources and use approved Systems Manager Automation permissions. It operates in this setting: An AWS Config rule marks a prohibited public bucket setting but the proposed automation blindly changes every S3 bucket in the account. Which resulting risk is MOST direct?

  1. Retrying a state-changing action can introduce duplicate or conflicting infrastructure configuration.
  2. New capacity may receive traffic before required security, monitoring or initialization steps complete.
  3. A safety control can accidentally alter unrelated buckets and disrupt legitimate applications.
  4. Host failures may extend customer downtime even when automatic recovery is available.

Explanation

Correct Answer

C:

The omitted control leaves this direct failure exposure: A safety control can accidentally alter unrelated buckets and disrupt legitimate applications. This follows from the specific situation: An AWS Config rule marks a prohibited public bucket setting but the proposed automation blindly changes every S3 bucket in the account. The proposed safeguard would be to scope Config remediation to the noncompliant resources and use approved Systems Manager Automation permissions. The governing engineering reason is that automated corrective actions must follow the violating resource identity rather than broad account-wide targeting. A test would check that a simulated violation changes only the affected test bucket and records an approved remediation execution.

Incorrect Answers

A:

This failure could arise in a related but different scenario: A CloudWatch alarm triggers a change to a shared routing rule, but a transient Lambda retry executes the route modification twice. There the appropriate mitigation is to design idempotent response steps with controlled retries, current-state checks and compensating recovery actions. The current environment is specifically an AWS Config rule marks a prohibited public bucket setting but the proposed automation blindly changes every S3 bucket in the account. Its omitted safeguard creates the more direct consequence: A safety control can accidentally alter unrelated buckets and disrupt legitimate applications.

B:

This failure could arise in a related but different scenario: An Auto Scaling group replaces unhealthy instances before the replacement has registered with required internal monitoring agents. There the appropriate mitigation is to use Auto Scaling lifecycle hooks to hold instances for initialization and finish the hook after validation. The current environment is specifically an AWS Config rule marks a prohibited public bucket setting but the proposed automation blindly changes every S3 bucket in the account. Its omitted safeguard creates the more direct consequence: A safety control can accidentally alter unrelated buckets and disrupt legitimate applications.

D:

This failure could arise in a related but different scenario: An impaired EC2 instance needs recovery when the host fails, but operators currently reboot it manually after a customer complaint. There the appropriate mitigation is to configure supported EC2 automatic recovery through appropriate CloudWatch status-check alarms or recovery actions. The current environment is specifically an AWS Config rule marks a prohibited public bucket setting but the proposed automation blindly changes every S3 bucket in the account. Its omitted safeguard creates the more direct consequence: A safety control can accidentally alter unrelated buckets and disrupt legitimate applications.

Question 180

An AWS DevOps engineer must address this situation: A fleet requires mandatory ownership and cost-center tags, but different teams create inconsistent or empty resource tags. Which implementation choice BEST meets the main operational requirement?

  1. Create and review a CloudFormation change set for resource replacements, then require approval for destructive changes.
  2. Use a CloudFormation stack policy and appropriate IAM permissions to restrict unintended updates to protected resources.
  3. Reference approved Systems Manager Parameter Store values or secure CloudFormation parameters instead of copying environment settings.
  4. Encode tagging requirements in reusable templates and enforce organization tagging and policy checks where supported.

Explanation

Correct Answer

D:

This response directly addresses the stated requirement: Encode tagging requirements in reusable templates and enforce organization tagging and policy checks where supported. The relevant technical mechanism is that tags become operational controls only when consistently provisioned and validated across resource lifecycles. Without this design, untagged resources undermine incident ownership, cost allocation and automated clean-up targeting. An operational acceptance check should confirm that a test deployment rejects or identifies missing required tags and inventory shows mapped cost-center ownership.

Incorrect Answers

A:

This design is appropriate for another AWS operational requirement: A CloudFormation stack update will replace a production database and the infrastructure team assumes a green template validation means no disruption. In that situation the corresponding response would be to create and review a CloudFormation change set for resource replacements, then require approval for destructive changes. It does not directly mitigate the current failure mode, where untagged resources undermine incident ownership, cost allocation and automated clean-up targeting. The current requirement instead calls for encode tagging requirements in reusable templates and enforce organization tagging and policy checks where supported.

B:

This design is appropriate for another AWS operational requirement: Developers can deploy a reviewed CloudFormation application template but must not change protected shared networking resources. In that situation the corresponding response would be to use a CloudFormation stack policy and appropriate IAM permissions to restrict unintended updates to protected resources. It does not directly mitigate the current failure mode, where untagged resources undermine incident ownership, cost allocation and automated clean-up targeting. The current requirement instead calls for encode tagging requirements in reusable templates and enforce organization tagging and policy checks where supported.

C:

This design is appropriate for another AWS operational requirement: A team manually enters account-specific database endpoints into each deployment, creating inconsistent application configuration. In that situation the corresponding response would be to reference approved Systems Manager Parameter Store values or secure CloudFormation parameters instead of copying environment settings. It does not directly mitigate the current failure mode, where untagged resources undermine incident ownership, cost allocation and automated clean-up targeting. The current requirement instead calls for encode tagging requirements in reusable templates and enforce organization tagging and policy checks where supported.

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