Extract text, tables, and structured data from documents using prebuilt and custom models.
Azure AI Evaluation SDK for Python. Use for evaluating generative AI applications with quality, safety, and custom evaluators.
Build document analysis applications using the Azure AI Document Intelligence SDK for Java.
Guides creation, deployment, governance, and observability of AI agents and multi-agent systems on Azure AI Foundry using Microsoft Agent Framework.
Comprehensive Azure AI skill for building, configuring, troubleshooting, and managing all Azure AI services.
Implement Conversational Language Understanding (CLU) using the azure-ai-language-conversations Python SDK.
Azure Machine Learning SDK v2 for Python. Use for ML workspaces, jobs, models, datasets, compute, and pipelines.
Azure OpenAI SDK for .NET. Client library for Azure OpenAI and OpenAI services. Use for chat completions, embeddings, image generation, audio transcription, and assistants.
Azure AI Projects SDK for .NET. High-level client for Azure AI Foundry projects including agents, connections, datasets, deployments, evaluations, and indexes.
Azure AI Projects SDK for Java. High-level SDK for Azure AI Foundry project management including connections, datasets, indexes, and evaluations.
Build AI applications using the Azure AI Projects Python SDK (azure-ai-projects). Use when working with Foundry project clients, creating versioned agents with PromptAgen — from…
High-level SDK for Azure AI Foundry projects with agents, connections, deployments, and evaluations.
Build AI applications on Azure using Azure OpenAI, Cognitive Services, and ML services with enterprise patterns — from engineering/cloud-platforms
Build AI applications on Azure using Azure OpenAI, Cognitive Services, and ML services with enterprise patterns — from engineering/cloud-platforms
Azure AI Text Analytics SDK for sentiment analysis, entity recognition, key phrases, language detection, PII, and healthcare NLP. Use for natural language processing on text.
Azure AI Vision integration. Manage data, records, and automate workflows. Use when the user wants to interact with Azure AI Vision data.
Build image analysis applications with Azure AI Vision SDK for Java. Use when implementing image captioning, OCR text extraction, object detection, tagging, or smart cropping.
Azure AI Vision Image Analysis SDK for captions, tags, objects, OCR, people detection, and smart cropping. Use for computer vision and image understanding tasks.
Azure AI Voice Live SDK for .NET. Build real-time voice AI applications with bidirectional WebSocket communication.
Azure AI VoiceLive SDK for Java. Real-time bidirectional voice conversations with AI assistants using WebSocket.
Build real-time voice AI applications with bidirectional WebSocket communication.
Azure AI Voice Live SDK for JavaScript/TypeScript. Build real-time voice AI applications with bidirectional WebSocket communication.
Configure Azure API Management (APIM) as AI Gateway to secure, observe, control AI models, MCP servers, agents.
Managed Kubernetes with Azure Kubernetes Service. Configure node pools, networking, identity, monitoring, and scaling.
Managed Kubernetes with Azure Kubernetes Service. Configure node pools, networking, identity, monitoring, and scaling.
Operate Azure Kubernetes Service with an adversarial production posture. Use for AKS architecture sanity checks, upgrade safety, node-pool strategy, workload identity, network…
API gateway and management with Azure API Management. Configure policies, rate limiting, authentication, and developer portal.
Deploy and manage web apps using Azure App Service with auto-scaling, deployment slots, SSL/TLS, and monitoring. Use for hosting web applications on Azure.
Review Azure App Service and Web Apps for production readiness across plan tier fit, slots, networking, private ingress, identities, secrets, scaling, diagnostics, resilience,…
Manage Azure Artifacts including package feeds, versions, and dependencies. Use when publishing or managing artifact packages.
Microsoft Entra ID (Azure AD) authentication for React SPAs with MSAL.js and Cloudflare Workers JWT validation using jose library.
Microsoft Entra ID (Azure AD) authentication for React SPAs with MSAL.js and Cloudflare Workers JWT validation using jose library.
Azure cloud services, resource management, and Azure CLI patterns. Use when working with Azure resources, resource groups, ARM templates, az commands (az vm, az network, az…
Verbindliche Best Practices für Azure-native Anwendungen: Infrastructure as Code mit Azure Verified Modules (Bicep/Terraform), Security-Baseline, Well-Architected-Framework und…
Connect to and interact with Azure Blob Storage (ADLS Gen2). Use when working with Azure blob storage, listing containers, reading files, uploading data, or when user mentions…
Expert knowledge for Azure Boards development including troubleshooting, best practices, decision making, limits & quotas, security, configuration, and integrations & coding…
Manage Azure Boards work items including user stories, tasks, and bugs with WIQL queries. Use when managing Azure Boards work items or creating sprint backlogs.
Conseils pour l'architecture et le déploiement sur Azure — App Service, Azure Functions, Container Apps, SQL Azure et bonnes pratiques cloud.
Design Azure architectures for startups and enterprises. Use when asked to design Azure infrastructure, create Bicep/ARM templates, optimize Azure costs, set up Azure DevOps…
Assess and migrate cross-cloud workloads to Azure. Generates assessment reports and converts code from AWS, GCP, or other providers to Azure services.
Build server-side call automation workflows including IVR systems, call routing, recording, and AI-powered interactions.
Build real-time chat applications with thread management, messaging, participants, and read receipts.
Azure Communication Services common utilities for Java. Use when working with CommunicationTokenCredential, user identifiers, token refresh, or shared authentication across ACS…
Send SMS messages with Azure Communication Services SMS Java SDK. Use when implementing SMS notifications, alerts, OTP delivery, bulk messaging, or delivery reports.
Comprehensive Azure compliance and security auditing capabilities including best practices assessment, Key Vault expiration monitoring, and resource configuration validation.
Recommend Azure VM sizes, VM Scale Sets (VMSS), and configurations based on workload requirements, performance needs, and budget constraints.
Azure Batch SDK for Java. Run large-scale parallel and HPC batch jobs with pools, jobs, tasks, and compute nodes.
Deploy containerized apps with Azure Container Apps. Configure auto-scaling, Dapr integration, traffic splitting, and managed identities.
Azure Container Registry SDK for Python. Use for managing container images, artifacts, and repositories.
Build globally distributed applications with Azure Cosmos DB. Configure multi-region writes, consistency levels, partitioning, and change feed.
Build production-grade Azure Cosmos DB NoSQL services following clean code, security best practices, and TDD principles.
Azure Cosmos DB SDK for Java. NoSQL database operations with global distribution, multi-model support, and reactive patterns.
Azure Cosmos DB SDK for Python (NoSQL API). Use for document CRUD, queries, containers, and globally distributed data.
Azure Cosmos DB SDK for Rust (NoSQL API). Use for document CRUD, queries, containers, and globally distributed data.
Azure Cosmos DB JavaScript/TypeScript SDK (@azure/cosmos) for data plane operations. Use for CRUD operations on documents, queries, bulk operations, and container management.
Unified Azure cost management: query historical costs, forecast future spending, and optimize to reduce waste.
Review Azure cost estimates, pricing calculator assumptions, SKU and region choices, environment sizing realism, and uncertainty handling using official Microsoft cost-management…
Expert knowledge for Azure Cost Management development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security,…
In PowerShell, inline JSON for Cost Management API causes "Unsupported Media Type" errors:
Identify and quantify cost savings across Azure subscriptions by analyzing actual costs, utilization metrics, and generating actionable optimization recommendations.