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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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Solution Accelerators: Balancing Production Software and Durability in AI Development (E.20)
Free Form AI
50 minutes
1 month ago
Solution Accelerators: Balancing Production Software and Durability in AI Development (E.20)

Behind every robust AI system is a solution accelerator that makes complex development smarter.

In this episode of Free Form AI, Michael and Ben dive into the role of solution accelerators in bridging the gap between production-ready software and simpler resources like blogs or cookbooks. They discuss frameworks vs. tools, the challenges of maintainability and how forward deployed engineers can build reusable components.

Tune in to Episode 20 for a wide-ranging conversation about:
• Why solution accelerators streamline development
• How to balance abstraction and usability in frameworks and APIs
• Testing strategies that support quality and extensibility
• Where AI tools like GitHub Copilot fit into modern workflows

If you’re focused on building software that lasts while delivering business value, this episode is 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.