(Super)charged by AI

Real-World AI: Trail Blazers Innovation + A Deep Dive Into MCP


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If you ever hear someone yell “WHAT SUCKS ABOUT YOUR JOB?” at a meetup, there’s a good chance it’s us.


In this episode, Megan and Nicole finally sit down after a long podcast break to debrief two big AI Portland events: an October session with David Long, VP of Digital and Innovation for the Portland Trail Blazers, and a very nerdy, very packed November deep dive into MCP (Model Context Protocol). Along the way, there’s a birthday, some early-morning chaos, and a few strong opinions about agents, hype, and where AI very much does not belong.

They dig into how the Blazers are actually using AI (and when they deliberately don’t), why “what sucks about your job?” is a surprisingly powerful innovation question, and what MCP really is for the non-engineers in the back. Then they recap live demos from DevSwarm, shout out Radek from Keboola for the emergency hero fill-in, and talk about why good engineering fundamentals matter more than ever when you give the robots access to your codebase.

Along the way:

🏀 How the Portland Trail Blazers are using AI to solve real problems, not invented ones

🧠 The Einstellung effect and why “this is just how we do it” is killing innovation

🛠️ MCP 101: what it is, why it matters, and why even non-devs were taking notes

🧩 DevSwarm’s demos: from Confluence specs to JIRA tickets to Figma-to-code flows

📏 Why human-in-the-loop, architecture, style guides, and documentation matter _more_ with AI, not less


Plus: Stacklok’s token-saving magic for MCP integrations, the never-ending trough of disillusionment, and why 2025 still feels like “the year of trying to actually get productive with AI.”


Related links:

  • Einstellung Effect
  • Megan's ProFocus AI 2025 prediction
  • Nicole's ProFocus AI 2025 prediction


Special thanks to our speakers:

  • David Long
  • Radek Tomasek
  • Mike Biglan
  • Trevor Dilley


And to our event sponsors:

  • Apify
  • Stacklok | Token optimization tool
  • Keboola
  • AC Hotel
  • Spork Bytes


Chapters

00:00 Introduction and Personal Reflections

02:50 AI Portland October Event Recap

04:02 Innovation in Organizations

10:54 AI Portland November Event Recap (MCP)

21:23 Closing Thoughts and Future Directions

25:48 Stacklok Token Optimization

...more
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