Deploy and use Azure Container RegistryDeploy a containerized backend API to Container AppsDeploy applications to Azure Kubernetes ServiceScale the node count in an Azure Kubernetes Service clusterConnect to Azure Cosmos DB for NoSQL with the SDKBuild a semantic search application with Azure Cosmos DB for NoSQLOptimize an Azure Cosmos DB for NoSQL container's index policyProcess Azure Cosmos DB for NoSQL data using Azure FunctionsImplement vector search on Azure Database for PostgreSQLImplement semantic search in Azure Managed RedisPerform data operations in Azure Managed RedisProcess messages with Azure Service BusPublish and receive events with Azure Event GridCreate an MCP server with Azure FunctionsManage secrets with Azure Key VaultRetrieve settings and secrets from Azure App ConfigurationInstrument an app with the OpenTelemetry SDK
Deploy a containerized backend API to Container AppsDeploy a container image from Azure Container Registry to Azure Container Apps using a managed identity.Diagnose and fix a failing deploymentTroubleshoot Azure Container Apps by diagnosing missing environment variables and ingress misconfigurations.Configure autoscaling for an API using KEDAConfigure KEDA-based autoscaling in Azure Container Apps using HTTP concurrency triggers.Build and run a container image with ACR TasksUse Azure Container Registry Tasks to build and manage container images entirely in the cloud.Deploy an AI inference API to Azure Kubernetes ServiceCreate Kubernetes deployment and service manifests to deploy an AI inference API container to AKS.Troubleshoot apps on Azure Kubernetes ServiceDiagnose and resolve common Kubernetes issues including label mismatches and CrashLoopBackOff errors.Build an agent tool backend on Azure Database for PostgreSQLBuild persistent memory storage for AI agents using Azure Database for PostgreSQL.Build a RAG document store on Azure Cosmos DB for NoSQLBuild a document storage backend for retrieval-augmented generation using Azure Cosmos DB for NoSQL.Publish and subscribe to events in Azure Managed RedisBuild a Flask web app that implements pub/sub messaging patterns in Azure Managed Redis.Query logs with KQLQuery requests, exceptions, and dependencies using KQL in Application Insights.