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Free Form AI
Michael Berk
24 episodes
2 weeks ago
Free Form AI explores the landscape of machine learning and artificial intelligence with topics ranging from cutting-edge implementations to the philosophies of product development. Whether you're an engineer, researcher, or enthusiast, we cover career growth, real-world applications, and the evolving AI ecosystem in an open, free-flowing format. Join us for practical takeaways to navigate the ever-changing world of AI.
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All content for Free Form AI is the property of Michael Berk and is served directly from their servers with no modification, redirects, or rehosting. The podcast is not affiliated with or endorsed by Podjoint in any way.
Free Form AI explores the landscape of machine learning and artificial intelligence with topics ranging from cutting-edge implementations to the philosophies of product development. Whether you're an engineer, researcher, or enthusiast, we cover career growth, real-world applications, and the evolving AI ecosystem in an open, free-flowing format. Join us for practical takeaways to navigate the ever-changing world of AI.
Show more...
Technology
Business,
Careers
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The Cost of Complexity: Why Simplicity Wins in Software Development (E.23)
Free Form AI
43 minutes
4 weeks ago
The Cost of Complexity: Why Simplicity Wins in Software Development (E.23)

How to fight complexity creep and build software that stays simple, even as it grows.

Every engineer knows the struggle: a simple system slowly buried under complexity.

In this episode of Free Form AI, Michael Berk and Ben Wilson break down how complexity creeps into code, dependencies and design. And why simplicity almost always wins. They cover how iteration, testing and mentorship can keep software maintainable. So where Gen AI can (and can’t) help reduce friction?

Tune in to Episode 23 for a wide-ranging conversation about:
 • Complexity shows up in code, dependencies and design decisions
 • Incremental iteration helps map the solution space more effectively
 • Testing isn’t just QA, it’s how we preserve maintainability
 • Gen AI can simplify coding tasks, but it still needs human oversight
 • Mentorship remains one of the best ways to fight chaos in code

If you’ve ever wrestled with “complexity creep,” this one’s for you.

Free Form AI
Free Form AI explores the landscape of machine learning and artificial intelligence with topics ranging from cutting-edge implementations to the philosophies of product development. Whether you're an engineer, researcher, or enthusiast, we cover career growth, real-world applications, and the evolving AI ecosystem in an open, free-flowing format. Join us for practical takeaways to navigate the ever-changing world of AI.