Inside the AI Engineer World’s Fair: How Tiny Teams Built $10M Startups in Months

In this episode, Danny and Leon dive into their firsthand takeaways from the AI Engineer World’s Fair in San Francisco. They share what it felt like to be among the brightest minds shaping the future of AI, why “tiny teams” are the hottest trend right now, and how rapid prototyping tools are changing the game. You’ll hear real-world use cases for AI agents (from meal ordering to personal finance audits), a deep discussion of Model Context Protocol (MCP) and the push for industry standards, plus a glimpse at conversational AI’s next frontier—attaching your bots to phone lines and AR glasses. They also preview the upcoming Commit Your Code conference and cap it off with a listener Q&A on resume and ATS strategies.

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Danny Thompson

https://x.com/DThompsonDev

https://www.linkedin.com/in/DThompsonDev

www.DThompsonDev.com

Leon Noel

https://x.com/leonnoel

https://www.linkedin.com/in/leonnoel/

https://100devs.org/

📧 Have ideas or questions for the show? Or are you a business that wants to talk business?

Email us at [email protected]!

Chapters

0:00 Welcome & AI Engineer World’s Fair Overview

4:50 Insights from Tracy Lee & Conference Atmosphere

7:00 “Tiny Teams” & Building Million-Dollar Startups

11:50 AI Agents in Action: Personalized Meal Planning & Finance Tracking

15:54 AI as a Productivity Multiplier, Not a Headcount Cutter

20:02 Model Context Protocol (MCP) & the Need for Standards

22:55 Advancements in Retrieval, Augmentation & Agentic Flows

26:43 This Dot Labs’ New AI Service Offering

30:42 Conversational AI Meets Telephony: Easy Phone Integration

34:50 AR Glasses, Voice AI & the Future of Human–Machine Interaction

35:58 Evaluating Prompts & Information Quality: Why It Matters

37:45 Preview: Commit Your Code Conference Growth & What’s Next

38:08 Listener Q&A: Ask Danny & Leon Segment

42:00 Resume Rescue: ATS Tips & Bullet-Point Best Practices

45:03 Closing Thoughts & Next Episode Teaser