VMware Certified Advanced Professional - VMware Cloud Foundation 9.0 Automation Practice Exam 2025: Latest Questions

A VCF administrator wants to standardize Day-0 deployment of a multi-VM application in Aria Automation so that network selection, naming, and tags are enforced automatically per environment (dev/test/prod). Which design approach best supports this requirement?

An automation engineer must enable Aria Automation deployments to place VMs only on a specific cluster that has a dedicated vSphere tag (e.g., "GoldCompute"). What is the most appropriate mechanism to implement this placement control?

A developer requests an on-demand deployment that includes a pre-provisioning check to confirm an IP range has available addresses before any VM is created. Which Aria Automation capability is best suited to implement this check?

After importing a cloud template into Aria Automation, a user cannot request it because required inputs are missing. What is the most likely cause?

An enterprise wants a reusable automation design where the same cloud template can deploy to multiple VCF workload domains, selecting the appropriate vCenter endpoint based on the requesting project. Which approach best aligns with Aria Automation best practices?

A cloud template provisions successfully, but post-deployment tagging is not applied even though a subscription exists. The action never runs. Which configuration issue is the MOST likely cause?

A team uses a custom workflow to create DNS records during provisioning. They need the workflow to run only when the deployment includes at least one machine connected to a specific network segment (e.g., "AppNet"). What is the best way to implement this logic?

A project uses multiple constraints (compute tags, network tags, storage tags). A deployment request intermittently fails with a message indicating no matching placement found, even though the resources exist. What is the MOST effective troubleshooting step first?

An organization must ensure all deployments are compliant with a strict naming standard and mandatory metadata, and noncompliant requests must be rejected automatically before provisioning starts. Which approach provides the strongest enforcement with the least operational overhead?

A custom extensibility action updates an external CMDB during provisioning. Occasionally, the CMDB API is slow or returns transient errors, causing the entire deployment to fail. The business requires deployments to succeed even if the CMDB update is temporarily unavailable, but CMDB updates must still occur eventually. What is the BEST design change?

An automation engineer needs to allow a CI/CD pipeline to request vRealize Automation (VMware Aria Automation) deployments without embedding a long-lived username/password in the pipeline. Which approach is the most secure and aligns with best practices?

A team wants to ensure all automated infrastructure requests in VMware Cloud Foundation are consistently tracked with change information (e.g., change ticket ID) and that the value is enforced at request time. What is the best implementation approach in VMware Aria Automation?

An organization uses VMware Cloud Foundation with multiple workload domains. They want automation to place new VMs into the correct workload domain based on environment (Dev/Test/Prod) while avoiding hard-coded cluster names. Which design choice is most appropriate?

A vRealize Automation deployment in VCF is integrated with an external IPAM system. Requests intermittently fail with an error indicating no IP addresses are available, but the IPAM dashboard shows free addresses. What is the most likely cause from an automation perspective?

A developer needs to extend an existing automation workflow so that, after a VM deployment, it registers the VM in an external CMDB and then updates a custom property on the deployment with the CMDB record ID. Which orchestration pattern is most appropriate?

A platform team wants to publish a reusable automation component for network configuration (DNS, NTP, and proxy settings) that can be consumed by multiple blueprints across different projects, while ensuring updates are centrally managed. What is the best approach?

After importing a blueprint into another VMware Aria Automation environment, the deployment fails at provisioning with a placement error even though resources exist. The original environment used capability tags for placement. What is the most likely missing prerequisite in the target environment?

An automation pipeline calls the Aria Automation API to request a deployment and then immediately queries for deployment outputs. Intermittently, the output query returns empty values even though the deployment eventually succeeds. What change best addresses this issue?

A company must enforce that production deployments are only created from approved, signed content, and any change to automation artifacts must be traceable to a code review. Which architecture best supports this requirement?

In a VMware Cloud Foundation environment, an automation workflow is responsible for Day-2 operations (resize, add disk, change network). After a recent change, Day-2 actions fail with authorization errors only for certain users, while initial provisioning still works. What is the most likely root cause?

A team is automating the creation of tenant workloads on VCF. They need new clusters and virtual networks to be provisioned through automation, but they must prevent users from consuming resources outside their allocated budget and must enforce placement constraints (for example, only on a specific set of clusters). Which design approach best meets these requirements?

You are building an automated workflow to add a new host to a VCF workload domain. The workflow must ensure it does not proceed if the target host is not in a clean state (for example, it has existing vSwitch configuration or is already part of another vCenter inventory). Which workflow design is the BEST practice to minimize failed runs and inconsistent state?

After running an automation pipeline that configures NSX segments for multiple application environments, deployments intermittently fail with an error indicating that the target segment already exists. The team confirms the pipeline can be triggered concurrently by multiple requests. What is the MOST effective way to prevent these failures?

A scheduled workflow that rotates API credentials used by multiple automation jobs recently started causing downstream failures, even though the rotation job reports success. Operations suspects that some jobs are still using cached tokens/credentials. Which troubleshooting action is MOST appropriate to validate and resolve the issue with minimal disruption?

An organization wants to standardize end-to-end provisioning of a VCF workload domain plus Day-2 configuration (monitoring, backup policy assignment, and OS hardening) using multiple tools. They need a design that supports reuse across domains, clear separation of responsibilities between platform and application teams, and reliable rollback when a later step fails. Which approach is BEST?