Chris Ayers: .NET Aspire and AI - Episode 335

Chris Ayers is a Senior Site Reliability Engineer on Microsoft's AzRel Risk SRE team, drawing on years of experience in cloud architecture, software development, and DevOps practices. He's passionate about continuous improvement, driving reliability, and sharing industry best practices. Outside of work, Chris is a devoted father, technology enthusiast, and avid gamer. Connect with him online to explore insights into cloud operations, agile methodologies, and more. He also organizes DevOpsDays Tampa Bay.   Topics of Discussion: [2:50] Chris Ayers's career journey and formative moments in site reliability engineering. [3:33] The importance of being open to learning and stepping outside your comfort zone. [8:53] Chris's talk on Aspire, Azure, and Open AI. [9:30] How Chris is improving Azure's reliability through internal innovation. [10:16] Benefits of Aspire: orchestration, integration, and abstraction for infrastructure. [12:29] AI extensions in Aspire: how they enable developers to work with different AI models like OpenAI and local models. [14:09] Using OpenTelemetry for seamless integration and monitoring in Azure. [18:38] Prompt engineering: crafting prompts as part of business logic. [20:50] Exploring agentic AI development and multi-agent chatbots. [21:05] AI use cases in healthcare and responsible AI principles. [29:22] Simplifying Azure resource management with Aspire and opinionated defaults. [32:35] Using Honeycomb and other tools for effective telemetry and logging. [33:39] Hugging Face and KAITO: enabling access to a marketplace of specialized AI models and Kubernetes AI integration. [34:10] Running Olama models locally: balancing scale, cost, and use cases. [39:38] AI as a tool to enhance productivity rather than replace people.   Mentioned in this Episode: Clear Measure Way Architect Forum Software Engineer Forum Programming with Palermo — New Video Podcast! Email us at [email protected]. Clear Measure, Inc. (Sponsor) .NET DevOps for Azure: A Developer's Guide to DevOps Architecture the Right Way, by Jeffrey Palermo — Available on Amazon! Jeffrey Palermo's Twitter — Follow to stay informed about future events! Chris Ayers Speaking Chris Ayers Speaker Profile Build with Aspire   Want to Learn More? Visit AzureDevOps.Show for show notes and additional episodes.