YouTube Video
Welcome to the next MVP Unplugged, where Microsoft MVPs share real-world projects and insights from the field! In this episode, host Justin Garrett sits down with Microsoft MVP Mahmoud A. Atallah to explore an Azure Delivery Factory custom agent that turns meeting transcripts, proposals, PDFs, and briefs into structured requirements and execution-ready project artifacts.
Mahmoud walks through his process in GitHub Copilot and VS Code: convert source files into structured Markdown; extract scope and requirements; use custom agents, skills, and scripts to generate project plans, runbooks, task lists, risks, kickoff questions, executive summaries, and reusable delivery artifacts; then enrich the results with Azure MCP Server and Microsoft Learn MCP Server guidance aligned to the Well-Architected Framework. He also explains how reusable JSON, Python, and PowerShell automation, thoughtful model selection, and human validation improve speed, consistency, and trust.
⭐ What You’ll Learn:
✅How to transform raw meeting transcripts, proposals, PDFs, and briefs into structured project requirements
✅How GitHub Copilot custom agents, skills, and scripts create repeatable delivery workflows
✅How to generate project plans, runbooks, task lists, risks, kickoff questions, and executive summaries
✅How Azure MCP Server and Microsoft Learn MCP Server add current Azure guidance and Well-Architected Framework alignment
✅Why reusable JSON, Python, and PowerShell automation can reduce LLM token usage and processing time
✅How model selection, command approvals, and human validation keep AI-assisted delivery under control
✅How repository context and existing project artifacts help an agent update work instead of starting from scratch
✅How multi-agent orchestration could extend delivery automation into community, events, marketing, and communications
✅ Chapter Markers
00:00 – Intro to MVP Unplugged
00:20 – Meet Microsoft MVP Mahmoud A. Atallah
01:13 – Azure Delivery Factory: From Meeting Transcripts to Project Plans
04:16 – GitHub Copilot Custom Agents, Skills, and MCP Servers
08:47 – Turning Customer Calls into Structured Requirements
13:20 – Demo: Discovery Transcript to Delivery Artifacts
17:36 – Demo: Technical Proposal PDF to Project Plan
20:19 – JSON, Python, and PowerShell Automation for Faster Agents
23:57 – Reviewing Project Plans, Tasks, Risks, and Owners
27:47 – Multi-Agent Orchestration and Mahmoud’s MVP Journey
👥 Speakers
Mahmoud A. Atallah is a Microsoft MVP and Azure Solution Leader at Bespin Global. Originally from Egypt and based in Dubai, Mahmoud specializes in Azure AI and Azure Virtual Desktop. He builds practical AI-assisted delivery workflows that use GitHub Copilot custom agents, skills, scripts, MCP servers, and reusable automation to turn unstructured customer inputs into consistent, execution-ready project artifacts.
Follow Mahmoud on LinkedIn: https://www.linkedin.com/in/mahmoudatallah
Justin Garrett is host of MVP Unplugged, Principal PM in Developer Relations which is part of Microsoft Cloud + AI. Justins career at Microsoft also spans 20 years across Windows, Bing, Edge, Web Platform, Students/ University Relations, Cloud Advocacy, and most recently a leader of the MVP Program at Microsoft.
Follow Justin on LinkedIn: https://www.linkedin.com/in/justgar/.
About MVP Unplugged
AI is reshaping how we work and live. And for developers and technologists alike, the pace of innovation, new tools, new models, patterns & practices, and even culture itself is changing even faster. It can be difficult to know what to learn, what to prioritize, what truly lives up to the promise of unlocking creativity and boosting productivity. Join Justin Garrett, Principal PM in DevRel and leader in the Microsoft MVP Program as he speaks with MVPs to share what they're learning using a real-world project in this conversational series. In each
episode, they'll experiment, code, and share honest insights that can make a real difference for the audience. Justin and his guests share stories of navigating technological change and look ahead for what's next in tech. Come discover with us how to thrive in this era of AI!
🔗 Resources & Links
💻 Mahmoud's AI Agent Skills repository
https://github.com/3tallah/awesome-ai-agent-skills
🏗️ Azure Well-Architected Framework
https://learn.microsoft.com/azure/well-architected
🔌 Azure MCP Server
https://learn.microsoft.com/azure/developer/azure-mcp-server/
📚 Microsoft Learn MCP Server
https://learn.microsoft.com/training/support/mcp
🚀 Try GitHub Copilot
https://github.com/features/copilot
🔔 Subscribe for more MVP stories, AI engineering walkthroughs, and handson developer content!
#MicrosoftDeveloper #MVPUnplugged #GitHubCopilot #CustomAgents #AzureAI #MCPServer #MicrosoftLearn #WellArchitectedFramework #ProjectManagement #AIAutomation #MicrosoftMVP
Mahmoud walks through his process in GitHub Copilot and VS Code: convert source files into structured Markdown; extract scope and requirements; use custom agents, skills, and scripts to generate project plans, runbooks, task lists, risks, kickoff questions, executive summaries, and reusable delivery artifacts; then enrich the results with Azure MCP Server and Microsoft Learn MCP Server guidance aligned to the Well-Architected Framework. He also explains how reusable JSON, Python, and PowerShell automation, thoughtful model selection, and human validation improve speed, consistency, and trust.
⭐ What You’ll Learn:
✅How to transform raw meeting transcripts, proposals, PDFs, and briefs into structured project requirements
✅How GitHub Copilot custom agents, skills, and scripts create repeatable delivery workflows
✅How to generate project plans, runbooks, task lists, risks, kickoff questions, and executive summaries
✅How Azure MCP Server and Microsoft Learn MCP Server add current Azure guidance and Well-Architected Framework alignment
✅Why reusable JSON, Python, and PowerShell automation can reduce LLM token usage and processing time
✅How model selection, command approvals, and human validation keep AI-assisted delivery under control
✅How repository context and existing project artifacts help an agent update work instead of starting from scratch
✅How multi-agent orchestration could extend delivery automation into community, events, marketing, and communications
✅ Chapter Markers
00:00 – Intro to MVP Unplugged
00:20 – Meet Microsoft MVP Mahmoud A. Atallah
01:13 – Azure Delivery Factory: From Meeting Transcripts to Project Plans
04:16 – GitHub Copilot Custom Agents, Skills, and MCP Servers
08:47 – Turning Customer Calls into Structured Requirements
13:20 – Demo: Discovery Transcript to Delivery Artifacts
17:36 – Demo: Technical Proposal PDF to Project Plan
20:19 – JSON, Python, and PowerShell Automation for Faster Agents
23:57 – Reviewing Project Plans, Tasks, Risks, and Owners
27:47 – Multi-Agent Orchestration and Mahmoud’s MVP Journey
👥 Speakers
Mahmoud A. Atallah is a Microsoft MVP and Azure Solution Leader at Bespin Global. Originally from Egypt and based in Dubai, Mahmoud specializes in Azure AI and Azure Virtual Desktop. He builds practical AI-assisted delivery workflows that use GitHub Copilot custom agents, skills, scripts, MCP servers, and reusable automation to turn unstructured customer inputs into consistent, execution-ready project artifacts.
Follow Mahmoud on LinkedIn: https://www.linkedin.com/in/mahmoudatallah
Justin Garrett is host of MVP Unplugged, Principal PM in Developer Relations which is part of Microsoft Cloud + AI. Justins career at Microsoft also spans 20 years across Windows, Bing, Edge, Web Platform, Students/ University Relations, Cloud Advocacy, and most recently a leader of the MVP Program at Microsoft.
Follow Justin on LinkedIn: https://www.linkedin.com/in/justgar/.
About MVP Unplugged
AI is reshaping how we work and live. And for developers and technologists alike, the pace of innovation, new tools, new models, patterns & practices, and even culture itself is changing even faster. It can be difficult to know what to learn, what to prioritize, what truly lives up to the promise of unlocking creativity and boosting productivity. Join Justin Garrett, Principal PM in DevRel and leader in the Microsoft MVP Program as he speaks with MVPs to share what they're learning using a real-world project in this conversational series. In each
episode, they'll experiment, code, and share honest insights that can make a real difference for the audience. Justin and his guests share stories of navigating technological change and look ahead for what's next in tech. Come discover with us how to thrive in this era of AI!
🔗 Resources & Links
💻 Mahmoud's AI Agent Skills repository
https://github.com/3tallah/awesome-ai-agent-skills
🏗️ Azure Well-Architected Framework
https://learn.microsoft.com/azure/well-architected
🔌 Azure MCP Server
https://learn.microsoft.com/azure/developer/azure-mcp-server/
📚 Microsoft Learn MCP Server
https://learn.microsoft.com/training/support/mcp
🚀 Try GitHub Copilot
https://github.com/features/copilot
🔔 Subscribe for more MVP stories, AI engineering walkthroughs, and handson developer content!
#MicrosoftDeveloper #MVPUnplugged #GitHubCopilot #CustomAgents #AzureAI #MCPServer #MicrosoftLearn #WellArchitectedFramework #ProjectManagement #AIAutomation #MicrosoftMVP