9 min read
Fabric IQ Goes GA in Copilot: Your Semantic Model Is Now an Agent API
Fabric IQ is GA in Copilot Chat, Cowork and MCP. Treat each semantic model as an agent endpoint: RLS, OLS, metadata contracts and default-on access.
Copilot
42 articles
2 min read
November 2025 Recap: Ignite Announcements and AI Progress
Azure AI Foundry unified the AI development experience, combining model catalog, deployment tools, and prompt management into a single platform. This…
1 min read
Ignite 2025 Day 3: Copilot Extensions and Agent Framework
The Copilot agent framework represents a significant step toward enterprise AI automation, enabling organizations to build intelligent assistants that work…
1 min read
Building Copilot Extensions with Azure OpenAI Assistants API
The Assistants API provides the foundation for building powerful, context-aware AI assistants that integrate with enterprise systems.
1 min read
AI-Powered Data Exploration with Microsoft Fabric Copilot
Ask questions about your data in natural language and get executable code. Generate complex SQL from natural language descriptions.
1 min read
Power BI Copilot: Natural Language Analytics for Business Users
Use descriptive table and column names that match business terminology. Add measure descriptions explaining what each calculation represents. Create…
1 min read
Build 2025: The Copilot Stack Deep Dive
The Copilot Stack makes it straightforward to build AI-powered applications across the Microsoft ecosystem.
1 min read
Power BI Copilot: AI-Powered Business Intelligence
Power BI Copilot makes data analysis accessible to everyone through natural language.
1 min read
Code Generation with AI: Building Developer Tools
AI code generation accelerates development while maintaining code quality.
1 min read
Copilot Extensibility: Building Custom Copilot Experiences
Custom Copilot plugins bring your business data into the AI conversation.
2 min read
Microsoft Fabric Copilot Now Available for All Paid SKUs
This works on F2 and above now. For small businesses, this transforms how reports are built.
1 min read
Building AI Copilots: From Concept to Production
Build copilots that understand context, use tools effectively, and provide clear explanations.
1 min read
Next-Gen Copilot Features: What's Coming in 2025
The next generation of Copilot will transform how we build software. Start exploring the current capabilities to be ready for what's coming.
7 min read
Reviewing Copilot Output in Fabric: A Workload-by-Workload Guide
Where Copilot in Microsoft Fabric stands in January 2025, what each workload's Copilot gets wrong, and how to review its output before it ships.
8 min read
Planning Fabric Work for 2025: What's GA, Preview, and Worth Waiting On
A January 2025 status check on Microsoft Fabric after Ignite 2024: which features are GA, which are preview, and how to sequence this year's work.
1 min read
Copilot Agents: Declarative and Custom Engine Approaches
Start with declarative agents for rapid prototyping and move to custom engines when you hit limitations.
1 min read
Copilot for Microsoft 365: Transforming Enterprise Productivity
Copilot for Microsoft 365 represents a fundamental shift in how knowledge workers interact with productivity tools. The key is thoughtful adoption that…
1 min read
Copilot Actions and Connectors: Extending AI Capabilities
Actions in Copilot Studio are implemented using Power Automate flows or Azure Functions. Multi-step workflows are best implemented using Power Automate flows.
2 min read
Leveraging Azure OpenAI with Claude Dev and Continue in VSCode
As a developer constantly evaluating new tools to enhance productivity, I've recently implemented a setup that combines Azure OpenAI with two VSCode…
1 min read
Copilot for SQL in Microsoft Fabric Data Warehouse
Copilot for SQL transforms natural language into T-SQL queries. Today I'm exploring how to leverage AI for data warehouse development in Fabric.
1 min read
Copilot for Notebooks: AI-Assisted Data Engineering
Copilot for Notebooks transforms how data engineers write code. Today I'm exploring practical patterns for leveraging AI assistance in Fabric notebooks.
1 min read
Fabric Copilot Updates: AI-Powered Data Analytics
Fabric Copilot has received significant updates. Today I'm exploring how AI assistants are transforming data work in Microsoft Fabric.
2 min read
Windows AI Recall: Photographic Memory for Your PC
Recall continuously captures screenshots of your activity and makes them searchable through AI. Think of it as a time machine for your digital life.
1 min read
Copilot in Power BI: AI-Assisted Report Building
Copilot in Power BI revolutionizes how we build reports and analyze data. This guide explores how to effectively use Copilot for report creation and data…
1 min read
Data Analysis with Copilot: AI-Powered Insights
Microsoft Fabric's Copilot transforms data analysis by enabling natural language interactions with your data. This guide shows how to leverage Copilot for…
1 min read
Fabric Copilot Improvements: Smarter AI Assistance
Microsoft Fabric Copilot has received significant upgrades, making AI-assisted data analysis more powerful and contextually aware. Here's what's new and how…
1 min read
2023 AI Year in Review: Microsoft's AI Transformation (Part 2)
Microsoft's 2023 felt like an all-in moment: platform bets, product integration, and commercial commitments that reshaped the enterprise AI landscape. From…
1 min read
Copilot in Microsoft Fabric: AI-Powered Analytics
Copilot in Microsoft Fabric was announced at Ignite 2023 as the AI-powered natural language layer across the Fabric experience. The capabilities at launch…
1 min read
Fabric Copilot Preview: AI-Assisted Analytics
Exploring Fabric Copilot capabilities for AI-assisted data engineering, analysis, and reporting.
1 min read
Code Completion for Data Science Notebooks
Return only the docstring (including quotes).""" response = await self.client.chatcompletion( model="gpt-35-turbo", messages=[{"role": "user", "content"…
1 min read
Edge Copilot: AI Built Into Your Browser
Edge Copilot brings AI assistance to every webpage, transforming passive browsing into active learning and productivity.
1 min read
Microsoft Security Copilot: AI-Powered Threat Defense
Security Copilot addresses the security skills gap by augmenting analysts with AI-powered investigation and response capabilities.
1 min read
Dynamics 365 Copilot: AI for Business Applications
Dynamics 365 Copilot transforms business applications from data systems into intelligent assistants that augment human decision-making.
1 min read
Power Platform Copilot: Low-Code Meets AI
Power Platform Copilot makes citizen development more accessible than ever. Combined with proper governance, it enables rapid digital transformation.
1 min read
Microsoft 365 Copilot: AI for Every Knowledge Worker
Microsoft 365 Copilot will fundamentally change how knowledge workers interact with productivity tools. Organizations should start preparing now.
2 min read
Copilot CLI: AI in Your Terminal
Copilot for the CLI—part of the GitHub Copilot X announcement—brought the natural language to shell command pattern into the terminal, addressing the…
2 min read
Copilot for Docs: Chat With Your Documentation
Copilot for Docs is one of the most concrete RAG applications Microsoft shipped publicly in this period—a conversational interface over documentation that…
1 min read
Copilot for Pull Requests: AI-Enhanced Code Review
Commit messages: {chr(10).join(f'- {c}' for c in commits)} response = await self.client.chatcompletion( model="gpt-4", messages=[{"role": "user", "content"…
1 min read
Copilot Chat: Transforming Developer Productivity
{f'Stack trace: {stacktrace}' if stacktrace else ''} response = await self.client.chatcompletion( model="gpt-4", messages=[ {"role": "system", "content"…
1 min read
GitHub Copilot X: The Next Generation of AI-Powered Development
Commit messages: {commitsstr} {f'Related issues: {issuesstr}' if issuesstr else ''} response = await self.client.chatcompletion( model="gpt-4"…
1 min read
Copilot Everywhere: Microsoft's AI Strategy
Microsoft's strategy is clear: every product gets an AI assistant. These aren't separate products but integrated capabilities powered by Azure OpenAI.
7 min read
GitHub Copilot Technical Preview: Should Your Team Try It?
What GitHub Copilot's technical preview does well, where it fails, and the IP, privacy and review questions to answer before a team relies on it.