TechVibe Pittsburgh

Beyond Vibe Coding: Adam Wynne's APES Method Builds Software Ready for the Real World


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Can AI help you build software faster without leaving your business swinging from a technological tree branch?

Adam Wynne, founder of Pittsburgh-based Wynne Technologies, joins TechVibe to explain how his APES methodology, short for AI Project Engineering with Specs, takes AI-powered development beyond flashy demos and turns promising ideas into secure, scalable, production-ready products.

Wynne details why vibe coding can produce something that looks appealing but may not be ready to support hundreds or thousands of customers. His approach applies specialized AI agents across the entire product-development jungle, from customer discovery and technical specifications to coding, testing, security reviews and ongoing operations.

Hear how APES can build software up to 10 times faster, continually learn from emerging research and deploy teams of adversarial agents to inspect products from the perspectives of developers, users and security architects. Wynne also explores how the technology is helping companies improve sustainability, manage energy data and identify AI projects that deliver measurable business value.

So grab a banana, meet Tom the ape and tune in for a conversation about building software that is more than just a pretty bunch of code. This episode is packed with practical insights for founders, entrepreneurs and business leaders ready to turn their next big idea into something truly scale-ape-able.

The Pittsburgh Technology Council produces TechVibe to explore Pittsburgh's technology and innovation ecosystem.

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TechVibe PittsburghBy Jonathan Kersting