Join me on a journey where every post brings a fresh perspective. This blog is for those who are driven by curiosity and a desire to learn.
A frequent question around Microsoft Copilot Studio is: 'How does billing actually work, and where can I see what my agents consume?' The short answer is: Copilot Studio billing is usage-based and fully transparent through the built‑in Analytics experience.
Microsoft's new 'IQ' layers - Work IQ, Fabric IQ, and Foundry IQ - provide AI agents with deep organizational context across work, data, and knowledge domains. Here's what they are, why they matter for enterprise AI, and how developers can use them to build smarter agents.
Transform your Copilot Studio agents from a black box into a fully observable, debuggable system. Learn how to connect Azure Application Insights for enterprise-grade monitoring, real-time diagnostics, and data-driven optimization that reduces support costs, improves user satisfaction, and demonstrates measurable ROI.
A practical architecture and implementation guide for deploying AI agents on-premises using Azure Local, Foundry Local, and Microsoft Agent Framework.
On March 31, 2026, Microsoft launched Agent Evaluation in general availability, fundamentally changing how teams validate Copilot agents. This guide explains how Agent Evaluation and the Copilot Studio Kit serve different—but complementary—roles in your quality assurance strategy, and when to use each one.
Azure Local is Microsoft's distributed infrastructure solution that extends Azure capabilities to customer-owned environments. This article provides a comprehensive overview of Azure Local, Foundry Local, and Microsoft 365 Local, their use cases, deployment options, and best practices for IT architects and decision-makers considering on-premises Azure solutions. With an appendix on agentic AI use cases on Azure Local and Foundry Local.
Where Cowork fits in Microsoft's broader agent strategy — M365 E7, Agent 365, the Researcher with Critique, and what to plan for next.
A frequent question around Microsoft Copilot Studio is: 'How does billing actually work, and where can I see what my agents consume?' The short answer is: Copilot Studio billing is usage-based and fully transparent through the built‑in Analytics experience.
The honest list of what Cowork cannot do today — by design or by current state — so you can plan rollouts without mid-pilot surprises.
Attaching files and grounding Cowork with work context — supported file types, size limits, and the patterns that improve output quality.
Cowork's control surface — per-action approvals with risk indicators, pause/resume, the Tasks view, and scheduled prompts.
Enterprise Search and Deep Research in Cowork, including the Researcher agent with Critique and its measurable quality lift on DRACO.
Microsoft MVP & MCT | Low Code Hacker | Copilot, Copilot Studio, Power Platform & Azure Architect
I’m a Microsoft MVP, specializing in agentic AI, autonomous systems, and the Microsoft Power Platform—with a focus on Copilot Studio and Azure AI Services. This blog provides practical insights and real-world approaches to building secure, scalable, and responsible AI solutions. Your feedback is always welcome—let’s start the conversation.
