Leveraging AI

·S1 E274

274 | Stop Building AI Demos: How to Build Production-Grade AI Solutions with Joanna Stoffregen

March 10
1h 1m

Episode Description

Most AI projects look impressive… right until you try to use them in production.

A flashy demo? Easy.
A scalable, structured, production-ready solution? That’s a different game.

Over the past year, we’ve seen teams build incredible AI prototypes in days. But when it comes to:

• Maintaining consistent design systems
• Avoiding hardcoded chaos
• Managing dependencies properly
• Creating reusable components
• Refactoring for scale
• Enabling multiple teams to collaborate

Things start to fall apart.

That’s exactly what we’re addressing in our upcoming live session of Leveraging AI with Joanna Stoffregen. She recently published a YouTube walkthrough on building websites with AI that reached 26,000+ viewers. But what makes her approach different isn’t the tools.

In this session, she’ll break down how to move from “vibe coding” and experimentation to production-grade AI solutions, the kind that organizations can actually ship, maintain, and scale.

If you’re a business leader driving AI initiatives, this conversation is for you. The bottleneck in 2026 isn’t access to AI.

It’s execution discipline.

About Leveraging AI

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