AIMUG Builders Ep.2 – LLMs That Actually Ship
· 3 min read
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.