2 posts tagged with "Testing"

In our second episode of AIMUG Builders, we sat down with Jeff Linwood to dig into how LLMs can actually improve the software development lifecycle—not just generate snippets.

Jeff has 25+ years of development experience and is leading work on ZapCircle, a TypeScript + LangChain framework designed for real-world teams. This wasn't a theoretical chat—we went straight into what works, what breaks, and how to bring LLMs into existing systems.

June 12, 2025 | Austin LangChain AI Middleware Users Group (AIMUG)

While much of the AI conversation focuses on general-purpose applications, some of the most impactful work happens in highly specialized domains. Our June 2025 sessions showcased remarkable examples of AI applications in nuclear regulatory compliance and advanced testing methodologies—domains where precision, safety, and regulatory compliance are paramount.

These aren't just technical curiosities; they represent the future of AI in critical industries where failure isn't an option.