https://lukelittle.com/tags/discogs/Recent content in Discogs on Luke LittleHugo -- 0.160.1enThu, 05 Feb 2026 19:00:00 -0500https://lukelittle.com/posts/2026/02/richmond-aws-user-group-fastmcp-demo-on-aws/Thu, 05 Feb 2026 19:00:00 -0500https://lukelittle.com/posts/2026/02/richmond-aws-user-group-fastmcp-demo-on-aws/<h2 id="live-demonstration-of-fastmcp-on-aws">Live Demonstration of FastMCP on AWS</h2> <p>The February meetup of the Richmond AWS User Group featured a hands-on demonstration of FastMCP on AWS, exploring how modern agent frameworks can be deployed and operated in real cloud environments. Rather than focusing on theoretical concepts, the session provided attendees with practical insights into what it actually takes to run AI agent frameworks in production.</p> <h2 id="behind-the-scenes-unscripted-ai-engineering">Behind the Scenes: Unscripted AI Engineering</h2> <p>What made this demonstration particularly authentic was that I hadn&rsquo;t tested the solution beforehand. Armed with an impressively detailed prompt I&rsquo;d crafted (<a href="https://github.com/lukelittle/rawsug-fastmcp-demo/blob/main/prompt.txt">available on GitHub</a>), I wanted to make this a genuinely live experience—including all the potential hiccups and surprises that come with real AI development.</p>