The GitHub Copilot harness changes when costs start. I look at the live Studio experience and the controls I would review before building a pilot agent.
I build, write and speak about practical Microsoft cloud engineering: AI agents, Microsoft Intune, endpoint automation and Azure solutions that are meant for real production environments.
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The GitHub Copilot harness changes when costs start. I look at the live Studio experience and the controls I would review before building a pilot agent.
Watch my Microsoft Agent 365 portal overview: inventory, owners, Entra identities, tools and policy settings, with clear limits on what the demo proves.
A budget alert, a Copilot Credit allocation and a usage stop are different controls. Here is how I would separate them before starting an enterprise pilot.
Read article: Copilot Budgets: Which Settings Actually Stop Usage?
An answer, a finished task, or work that keeps moving while you are away? I compare Copilot Chat, Cowork and Autopilot, including licenses, Copilot Credits and the controls I would check before a rollout.
Read article: Copilot Chat vs Cowork vs Autopilot: What to Use When
An enterprise agent control plane needs five layers: identity, catalog, policy, telemetry and lifecycle. This is the operating model I would build.
Build a policy assistant with Microsoft Foundry and Python. Watch the model call, search-connected agent creation and invocation, with source-checking notes.
Read article: Microsoft Foundry Python Agents: Build a Policy Assistant
MCP tool production needs more than a working connection. I explain five security gates for identity, scope, limits, approval and evidence.
Read article: Five Gates Before an MCP Tool Reaches Production
Copilot helps with everyday work. Cowork can carry out a longer task. Custom agents package capabilities for a team or business process. I explain where they overlap, what you pay for, and the controls…
Read article: Copilot vs Cowork vs Agents: Licenses, Costs and Governance
An MCP server is easy to connect, but an enterprise still needs identity, limits, monitoring and a clear tool boundary. In this blog post I use a live Azure API Management instance to show…
Read article: Azure API Management MCP: The Control Plane for Agent Tools
Local AI agents can work with files, tools and user permissions directly on Windows devices. In this blog post I show how the new Intune Local AI Agent inventory helps you discover OpenClaw first,…
Read article: Detect and Block Shadow AI with Intune: OpenClaw in Practice
At Epic Fusion, I work on Frontier Engine, our AI agent platform for businesses. It brings agents, company knowledge and business workflows together.
Hands-on guides on Intune, AI and Azure.
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