Free Lesson

Self Improving Products with Loops

Hosted by Colin Matthews

Thu, Jul 30, 2026

4:00 PM UTC (45 minutes)

Virtual (Zoom)

Free to join

402 students

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Become an AI-Native Builder
Colin Matthews
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What you'll learn

Learn how to set up an AI loop

Learn the basics of what an AI loop is and how to set one up.

Create a self-improving product through feedback and loops

See a practical demonstration of how to create a self-improving product

Apply this at your own role/product.

Get expert advice on applying this yourself, either at a large company or on a side project.

Why this topic matters

One of the biggest challenges for everyone in technology is the mental overhead of having too much to do. AI agents have promised to reduce this, but most people haven't figured out how to get them to really work. In this session, I'll show you a single practical example of how to build a simple agent that can automatically make your product better.

You'll learn from

Colin Matthews

Head of Education, Lenny's Newsletter

I'm a technical PM and builder who has taught more than 40k PMs, designers, and tech professionals the fundamentals of shipping software. I've been featured by Lenny four times, spoken at product conferences and events, and assisted Fortune 500 companies with technical upskilling and AI adoption.


My main goal with any course is to help you build your own mental model of how a technology or system works. Because of how fast the industry is changing, I think its more valuable to understand something from first principles than it is to learn a specific tool or product.

You can check out my courses and free lesson below!

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