Efficient AI Engineering Demo

Building Multi-Agent Systems with GitHub Copilot & Microsoft Agent Framework

90-Minute Interactive Workshop for ESRI

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📖 Repository Overview

This repository contains all materials for delivering an interactive AI Engineering workshop that demonstrates building a production-quality multi-agent system from requirements to deployment in 90 minutes.

What's Inside:

• Complete Presentation Materials: Slide deck with 41 slides, presenter notes with minute-by-minute timing
• Product Requirement Prompt (PRP): The executable specification used to generate the application
• MetaPrompt Framework: Structured interview approach for requirements gathering
• Backup Presentation: Complete recovery plan if live build fails
• Run of Show: Minute-by-minute execution guide
• Setup Instructions: Everything needed to prepare and deliver the workshop

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🎯 Workshop Goals

By the end of this 90-minute workshop, participants will understand:

1. MetaPrompt Interviewing - How to extract requirements through structured questioning
2. Spec-Driven Development - How to write Product Requirement Prompts (PRPs) that AI can execute
3. Multi-Agent Architecture - How to design systems with specialized, coordinating agents
4. AI-Assisted Engineering - Complete application built from specification to deployment

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📁 Repository Structure

efficient-ai-engineering-demo/
├── presentation/
│   ├── slide-deck-detailed.md           # Complete slide deck (41 slides)
│   ├── presenter-notes-detailed.md      # Minute-by-minute presenter guide
│   └── backup-presentation.md           # Recovery plan if build fails
├── prp/
│   └── master-prp.md                    # The complete Product Requirement Prompt
├── metaprompt/
│   └── interview-framework.md           # The 5 strategic questions
├── demo/
│   ├── run-of-show.md                   # Minute-by-minute execution timeline
│   ├── setup-checklist.md               # Technical setup requirements
│   └── troubleshooting.md               # Common issues and solutions
└── README.md                            # This file

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🚀 Quick Start

For Presenters

1. Clone this repository
2. Review presentation/presenter-notes-detailed.md - Your complete guide
3. Read demo/run-of-show.md - Timeline and checkpoints
4. Have presentation/backup-presentation.md ready - Just in case

Workshop Timeline

[00:00 - 05:00]  Opening & Challenge
[05:00 - 15:00]  MetaPrompt Interview (LIVE)
[15:00 - 20:00]  PRP Generation & Build Start

*** COPILOT BUILDING - TEACH WHILE IT WORKS ***
[20:00 - 27:00]  Vibe Coding + Checkpoint 1
[27:00 - 37:00]  Spec-Driven Dev + Checkpoint 2
[37:00 - 50:00]  Key Capabilities + Checkpoint 3

[50:00 - 55:00]  Code Walkthrough
[55:00 - 75:00]  Live Demo (4 tabs)
[75:00 - 85:00]  ESRI Application Discussion
[85:00 - 90:00]  Wrap-Up & Next Steps

Key Innovation: No dead time. While Copilot builds, you teach concepts. By the time you finish teaching, the app is done.

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📚 Key Files

Must-Read Before Presenting:

1. presentation/presenter-notes-detailed.md

   • Minute-by-minute script
   • Exact timing cues
   • What to say and show
   • Energy management
   • Emergency procedures

2. presentation/slide-deck-detailed.md

   • Complete 41-slide deck
   • Slide-by-slide presenter notes
   • Timing for each slide
   • Transition cues

3. demo/run-of-show.md

   • Execution checklist
   • Critical moments
   • Checkpoint details

4. presentation/backup-presentation.md

   • If build fails, use this
   • Pivot scripts included
   • Modified timeline
   • Recovery strategies

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🎓 Workshop Concepts

1. Vibe Coding

AI handles boilerplate → Engineers focus on high-value logic

2. Spec-Driven Development

Write executable specifications → AI implements consistently

3. MetaPrompt Interviewing

5 strategic questions → Extract requirements AI can execute

4. Multi-Agent Architecture

Specialized agents → Coordinated workflows → Production systems

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🛠️ Technical Setup

Required:

• GitHub Copilot (Claude Sonnet 4.5 access)
• VS Code with Copilot extension
• Python 3.10+
• Two monitors recommended
• Stable internet

Optional:

• Backup pre-built demo (highly recommended)
• Screen recording software
• Presenter timer

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🎯 Success Metrics

Engagement:

• ✅ No one checks phone for 90 minutes
• ✅ Substantive technical questions
• ✅ High energy throughout

Understanding:

• ✅ Can explain MetaPrompt methodology
• ✅ Understands Spec-Driven Development
• ✅ Grasps multi-agent architecture

Business:

• ✅ ESRI wants to proceed
• ✅ ADS scheduled
• ✅ Positive feedback

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🔄 If Build Fails

Don't Panic - Use presentation/backup-presentation.md

The Pivot Script (18:00 or 35:00):

"I'm going to show you one I prepared earlier - like a cooking show. We'll see the completed result and understand the code deeply."

What Changes:

• Show pre-built app instead of building live
• Deeper code walkthrough (+10 min extra time)
• Same demo, same energy
• Still valuable workshop

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📞 Support

• Technical Issues: See demo/troubleshooting.md
• Content Questions: Review presentation/presenter-notes-detailed.md
• GitHub: @msftsean

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🚀 Ready to Go!

Your preparation is your confidence.

Start here:

1. Read presentation/presenter-notes-detailed.md (30 min)
2. Review slides in presentation/slide-deck-detailed.md (20 min)
3. Practice the MetaPrompt interview questions (10 min)
4. Have backup ready presentation/backup-presentation.md (know the pivot)

You've got this! 🎯

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Let's build the future together! 🚀