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| Section | Weight | Objectives |
|---|---|---|
| Secure, monitor, and optimize AI solutions | 20% | - Manage security and configuration
|
| Integrate backend services and build event-driven architectures | 25% | - Build serverless APIs and workflows
|
| Develop containerized AI solutions on Azure | 25% | - Monitor and troubleshoot containerized workloads
|
| Develop AI solutions using Azure data services | 30% | - Design and optimize data access and retrieval
|
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86. Frage
Hotspot Question
You plan to deploy an Azure Container Apps app named App1. App1 will use an access key to connect to a backend API.
The solution must store the key outside of the App1 environment and minimize maintenance efforts.
You need to configure secure key storage for App1.
Which configurations should you use? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
Antwort:
Begründung:
Explanation:
Box 1: Azure Key Vault secret.
The key should be stored as an Azure Key Vault secret.
This option directly satisfies the requirement to store sensitive strings (like access keys or API keys) outside of the application environment. By leveraging Azure Key Vault references in Azure Container Apps, the Container Apps platform automatically pulls the secret value at runtime. If you leave out the specific version tag in the secret URI, Azure Container Apps will automatically fetch the latest version within 30 minutes of a rotation, drastically minimizing ongoing maintenance efforts.
Incorrect:
Azure Key Vault Key: This is incorrect because Key Vault keys are cryptographic key material used strictly for cryptographic operations (such as encryption, decryption, and signing). They do not return plaintext secret data to your application, making them unsuited for raw API string storage.
Azure Container Apps secret: While easy to implement natively, this option stores the key inside the Container App environment scope. It fails the requirement to keep the key entirely separated from the application environment and requires manual application updates if the backend key changes or rotates.
Box 2: Managed identity
You should use a Managed identity.
Zero Secret Lifecycle Management: A managed identity provides an automatically managed identity in Microsoft Entra ID. Azure handles credential rotation automatically, completely eliminating maintenance efforts and the risk of leaked credentials.
Native Platform Integration: Azure Container Apps natively supports managed identities to authenticate with Azure Key Vault. You can directly reference Key Vault secrets in your Container App configuration without writing custom authentication code inside the container.
Reference:
https://learn.microsoft.com/en-us/azure/container-apps/manage-secrets
87. Frage
You have two Azure Container Registry (ACR) instances: ACR01 and ACR02.
You plan to implement a containerized application named APP1 that will use a base image named BASE1.
The image for APP1 will be stored in ACR01. The image BASE1 will be stored in ACR02.
You need to automate the planned implementation by using a sequence of five Azure command-line interface (Azure CLI) commands. Your solution must ensure that the APP1 image stored in ACR01 will be automatically updated when the BASE1 image is updated.
In which order should you arrange the commands to develop the solution? To answer, move all commands from the list of commands to the answer area and arrange them in the correct order.
NOTE: More than one order of answer choices is correct. You will receive credit for any of the correct orders you select.
Antwort:
Begründung:
Explanation:
88. Frage
You deploy a private container image from Azure Container Registry (ACR) to App Service.
App Service must authenticate to ACR to pull the image.
The solution must NOT store static registry credentials.
You need to configure the secure image pull authentication.
Which configurations should you use? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
Antwort:
Begründung:
Explanation:
uthenticate App Service to ACR: assign the registry pull role to a managed identity. Avoid static credentials:
configure App Service to use that managed identity for the image pull.
Detailed Explanation: App Service can pull a private image from Azure Container Registry by using a managed identity rather than registry username/password credentials. The identity must be granted an appropriate pull-only registry role at the registry scope, preserving least privilege. A webhook does not authenticate an image pull, and enabling the ACR admin account or storing a registry password would introduce static credentials. The managed-identity approach satisfies both secure authentication and credential- elimination requirements.
Study Guide Alignment: Containerized Azure workloads: registry builds, App Service containers, Container Apps revision/scaling behavior, and AKS deployment choices.
Official Microsoft Learn References: AI-200 Study Guide | Configure a custom container for App Service | Managed identities for Azure resources
89. Frage
You are developing several microservices to run on Azure Container Apps.
You need to monitor and diagnose the microservices.
Which features should you use? To answer, select the appropriate feature in the answer area.
NOTE: Each correct selection is worth one point.
Antwort:
Begründung:
Explanation:
View console logs from a container in near real-time: Log streaming
* Debug the microservice from inside the container: Container console
For near-real-time troubleshooting, use Log streaming . Azure Container Apps supports streaming both system logs and container console logs directly through the Azure portal or Azure CLI. Microsoft documents that container console logs originate from the application ' s stdout and stderr streams, and the log-streaming feature can display them in near real time. This is the correct feature when developers need immediate visibility into container output without waiting for log ingestion into a monitoring workspace.
To debug the application from inside the running container , use the Container console . Azure Container Apps allows operators to connect interactively to a container by using the portal console or the az containerapp exec command. From there, they can run commands through shells such as bash or sh, inspect files, test network connectivity, examine environment variables, and troubleshoot runtime behavior directly in the container context.
Azure Monitor metrics are appropriate for aggregated performance measurements rather than interactive container debugging. Azure Monitor Log Analytics is useful for historical queries and centralized analysis, but Microsoft notes that ingested logs can have a delay of several minutes, so it is not the best choice for near- real-time console output.
Study Guide references: Azure Container Apps # Log streaming; Container console; observability; Azure Monitor integration; interactive troubleshooting.
90. Frage
You deploy multiple instances of a change feed processor to handle a high ingestion rate within Azure Cosmos DB for NoSQL.
Each processor instance must process a different subset of partitions.
You need to ensure the workload is load-balanced across all processor instances.
What should you configure?
Antwort: A
Begründung:
To handle a high ingestion rate in Azure Cosmos DB for NoSQL, you must deploy multiple instances of the change feed processor using the same workflow name and same lease container.
Reference:
https://github.com/Azure/azure-cosmos-dotnet-v3/wiki/Comprehensive-Test-Suite-for-Azure-Cosmos-DB-Change-Feed-Processor:-All-Versions-and-Deletes
91. Frage
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