Notes from the trenches of real projects. What worked, what didn't, and why — no marketing spin.
A deep dive into the rebuilt Copilot Studio — its natural-language authoring surface, the new agentic orchestrator, Memory, Microsoft IQ, and the rise of SKILL.md as an open, behavior-as-code pattern for enterprise agents.
Building production-ready conversational agents in Microsoft Copilot Studio requires mastering a critical architectural principle: the LLM handles the words, Power Fx handles the computation.
Explore how the Visual Studio Code AI Toolkit Extension Pack enables seamless development of intelligent, agentic applications from local prototyping to cloud deployment with Microsoft Foundry. This article provides a technical deep dive into model selection, agent orchestration, MCP tool integration, evaluation pipelines, and runtime tracing, complete with YAML-to-code examples in Python and C#.
High-volume inbound channels — emails, chats, and calls — drain service and sales teams when most queries are routine. A multi-agent system in Microsoft Copilot Studio can autonomously handle product lookups, quote generation, troubleshooting, and recruiting guidance, escalating only the exceptions to human reps. This article shows you how to architect, deploy, and govern specialized agents that integrate with Dynamics 365 Customer Service and Sales, cutting response times and freeing your teams for high-value work.
Explore how Microsoft Copilot Studio's multi-agent orchestration enables specialized agents to collaborate across systems using embedded agents, connected agents, and the Model Context Protocol (MCP). Learn architectural trade-offs, governance implications, and practical implementation patterns to scale your agent ecosystem effectively.
Learn how to leverage Model Context Protocol (MCP) to connect AI agents with Dynamics 365 Sales for automated lead prioritization, improving sales efficiency, and pipeline quality.
Unlock the power of specialized AI models in Microsoft Copilot Studio with a omplete Bring Your Own Model (BYOM) guide! Connect GPT-4.5, Llama, or your fine-tuned models directly into agents—no coding required. From setup to governance, learn how to build domain-specific, compliant AI solutions in just 10-15 minutes.
Microsoft MVP & MCT | Low Code Hacker | Copilot, Copilot Studio, Power Platform & Azure Architect
I’m a Microsoft MVP focused on agentic AI, intelligent agents, and enterprise AI solutions. Using Microsoft Copilot Studio and Azure AI Foundry, I design and build systems that help people and organizations work smarter. This blog is a collection of field notes, practical insights, and real-world experiences—from architecture and orchestration patterns to lessons learned along the way. Your feedback is always welcome—let’s continue the conversation.
