AI Pair Programming for Azure Development 🤖👨💻
I. Introduction to Azure AI Development 🌟
Overview of Azure Cloud for AI and Data Science
Benefits of AI Pair Programming
II. Azure Development Environment Setup 🛠️
Visual Studio Ecosystem
- Visual Studio 2022 🖥️
- Visual Studio Code 📝
- Essential VS Code Extensions for Azure Development 🧩
Azure Resources Management 🏗️
- Azure Resource Groups
- Azure Portal Navigation
- Azure CLI Basics
III. Core Azure Services for AI and Data Projects 🧠
- Compute and Execution
- Azure Function Apps ⚡
- Container Apps Session Pool 🐳
- Data Storage and Management
- Azure Storage Accounts 💾
- Azure Container Registries 📦
IV. Development Tools and Practices 🔧
- Package Management
- NPM (Node Package Manager) 📦
- Version Control and AI Assistance
- GitHub Integration
- GitHub Copilot Chat for Code Generation 🤖💬
V. Security and Identity Management 🔐
- Azure Entra (formerly Azure AD)
- Tenants
- Roles
- Groups
- Resource Access Control
- Advanced Security Features
- Privileged Identity Management (PIM) 🛡️
VI. AI-Assisted Development Workflows 🧠💻
- Leveraging AI for Code Generation
- Best practices for prompt engineering
- Integrating AI suggestions into your workflow
- AI-powered debugging and optimization
- Using AI to identify and fix code issues
- Performance tuning with AI assistance
VII. Conclusion and Future Trends 🚀
- The evolving landscape of AI in software development
- Preparing for future Azure AI capabilities
Glossary 📚
- Azure Resources: Cloud-based services and tools provided by Microsoft Azure for building, deploying, and managing applications.
- Function Apps: Serverless compute service that enables you to run code without managing infrastructure.
- Storage Accounts: Azure service for storing data objects, including blobs, files, queues, and tables.
- Azure Container Registries: Managed Docker registry service for storing and managing container images.
- NPM: Node Package Manager, the package manager for JavaScript and Node.js.
- Entra Tenant/Roles/Groups/Resources: Azure's identity and access management system for controlling access to resources.
- VS Code Extensions: Add-ons that extend the functionality of Visual Studio Code.
- Privileged Identity Management (PIM): Azure service for managing, controlling, and monitoring access to important resources.
- GitHub Copilot Chat: AI-powered coding assistant that provides suggestions and answers questions in real-time.
- Container Apps Session Pool: Feature in Azure Container Apps for managing user sessions in containerized applications.
Learning Resources 🔗
- Microsoft Learn: https://learn.microsoft.com/en-us/azure/
- Azure Documentation: https://docs.microsoft.com/en-us/azure/
- GitHub Copilot Documentation: https://docs.github.com/en/copilot
- Azure for AI and Machine Learning: https://azure.microsoft.com/en-us/solutions/ai/
- Visual Studio Code Documentation: https://code.visualstudio.com/docs
Keywords for AI Code Generation 🔑
- Azure Resources: resource_group, deployment, template, subscription
- Function Apps: serverless, trigger, binding, http_request
- Storage Accounts: blob, table, queue, file_share
- Azure Container Registries: docker, image, tag, push
- NPM: package.json, dependency, script, version
- Entra: tenant, role_assignment, group_membership, scope
- VS Code Extensions: extension_id, marketplace, settings.json, keybindings
- PIM: eligible_role, activation, justification, audit
- GitHub Copilot: suggestion, completion, comment, inline
- Container Apps: revision, scale, ingress, environment