AI Engineering

Azure AI Projects .NET provides a high-level client for Azure AI Foundry projects, including agents, connections, datasets, deployments, evaluations, and indexes. Use it for AI Foundry project management, versioned agents, and orchestration.

Azure AI VoiceLive .NET provides a real-time voice AI SDK for building bidirectional voice assistants with Azure AI. Use it for voice assistants, conversational AI, real-time speech-to-speech, and voice-enabled chatbots.

Azure OpenAI .NET provides .NET client libraries for Azure OpenAI and OpenAI services. Use it for chat completions, embeddings, image generation, audio transcription, and assistants.

Continual Learning adds hooks, two-tier memory (global and local), and reflection patterns to AI coding agents so they retain knowledge between sessions. Use it when setting up learning infrastructure for agents.

Copilot SDK builds applications powered by GitHub Copilot across Node.js, Python, Go, and .NET. Use it for programmatic Copilot integrations with session management, custom tools, streaming, hooks, MCP servers, and BYOK.

MCP Builder guides creation of high-quality MCP servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers in Python, Node/TypeScript, or C#/.NET.

Microsoft Docs searches and fetches official Microsoft documentation so an agent can answer questions about Azure, .NET, M365, Windows, Power Platform, and other Microsoft technologies with current, accurate information. Use it when users ask how something works, need tutorials, configuration options, limits, quotas, or best practices.

Podcast Generation generates AI-powered podcast-style audio narratives using Azure OpenAI's GPT Realtime Mini model via WebSocket. Use it when building text-to-speech features, audio narrative generation, or podcast creation from content.

Skill Creator guides creation of effective skills for AI coding agents working with Azure SDKs and Microsoft Foundry services. Use it when creating new skills or updating existing ones.

Autonomous Builder drives end-to-end software development from requirements to deployment, handling architecture, implementation, testing, and deployment. Use it for project creation, feature development, bug fixing, or refactoring when the user wants full lifecycle ownership.

Brainstorming turns ideas into fully formed designs and specs through collaborative dialogue before any implementation begins. It explores user intent, requirements, and design alternatives one question at a time, then documents the approved design.

Claude Skills extracts domain material from docs, APIs, code, and specs into reusable Claude Code skills with SKILL.md, references, scripts, and assets. Use it when creating a skill from scratch or refactoring an existing one for clarity, reliable activation, and quality gates.