Microsoft Fabric capacity administration requires precise Azure SDK calls and long-running operation handling. This skill provides Python patterns for common capacity lifecycle tasks.

Managing Microsoft Fabric capacity through Azure Resource Manager requires precise SDK workflows. This skill provides .NET guidance for authentication, provisioning, scaling, suspension, deletion, and status checks.

Azure Bot Service administration requires precise SDK models, authentication, and resource operations. This skill provides focused Python examples for bots, channels, keys, and OAuth connections.

Managing Azure Bot resources with the .NET ARM SDK requires precise resource, channel, and authentication patterns. This skill provides focused examples for common management workflows.

Managing Arize AI organizations through Azure Resource Manager requires precise SDK patterns. This skill provides focused .NET examples for authentication, lifecycle operations, listing, updates, and error handling.

Managing Application Insights resources through the .NET SDK requires precise resource models and Azure hierarchy knowledge. This skill provides focused workflows and examples.

Azure API Management configuration requires many SDK models and operation groups. This skill provides focused Python examples for common APIM administration workflows.

Provisioning Azure API Management with .NET requires correct SDK patterns and resource hierarchy knowledge. This skill provides focused examples for authentication, resources, policies, backups, and error handling.

API inventories become inconsistent when registration and governance steps vary. This skill provides focused Python SDK patterns for managing Azure API Center resources.

Managing API inventory through the Azure .NET SDK requires detailed resource knowledge. This skill provides focused patterns for registration, governance, versions, environments, and deployments.

Real-time Python messaging requires careful token, group, connection, and permission handling. This skill provides focused Azure Web PubSub SDK patterns for common service and client workflows.

Real-time Java applications need secure, targeted messaging across WebSocket clients. This skill provides Azure Web PubSub patterns for clients, groups, tokens, permissions, async operations, and errors.

Building Azure Maps features in .NET requires choosing several prerelease SDKs and authentication patterns. This skill provides focused examples for search, routing, rendering, geolocation, weather, and error handling.

Applications need consistent patterns for protecting secrets and cryptographic keys. This skill provides practical TypeScript guidance for Azure Key Vault operations.

Rust developers need reliable patterns for accessing Azure Key Vault secrets. This skill provides focused SDK examples for authentication, retrieval, updates, listing, version access, and deletion.

Python teams need reliable patterns for using Azure Key Vault without custom integration code. This skill provides focused examples for secrets, keys, certificates, cryptography, asynchronous access, and error handling.

Azure Key Vault key workflows can be complex and easy to configure incorrectly. This skill provides TypeScript examples for authentication, lifecycle management, cryptography, backup, and rotation.

Rust developers need reliable patterns for managing cryptographic keys in Azure Key Vault. This skill provides focused guidance for authentication, lifecycle operations, backup, restore, and RBAC.

Azure certificate operations require correct SDK models, authentication, and policies. This skill provides focused Rust examples for common Azure Key Vault certificate workflows.

Azure authentication choices can be difficult to configure securely. This skill provides focused TypeScript examples for Azure Identity credentials, token providers, and cloud environments.