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You are monitoring the cost of your GenAI infrastructure. You want to track usage per specific project. Which feature in Azure AI Foundry should you use?
Resource Tags on the Azure AI project resource allow you to categorize and track costs by project. By applying tags (e.g., Project: A), you can use Azure Cost Management to filter and analyze costs per tag, enabling per-project cost tracking. This is the recommended approach for …Read full explanation
Your team is using Semantic Kernel for agent orchestration. You notice frequent transient errors when the agent interacts with multiple LLM services. How should you implement infrastructure-level resiliency?
Using an Azure API Management (APIM) policy to implement a retry pattern is the correct approach for infrastructure-level resiliency. APIM acts as a gateway that can intercept requests to backend LLM services and apply policies such as retry, circuit breaker, and rate limiting. T…Read full explanation
You need to audit all model access logs across your organization. What is the most effective approach?
Enabling diagnostic settings on the Azure AI Services resource to send logs to a Log Analytics workspace is the standard for organization-wide auditing.
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