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DeveloperWeek 2025
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PRO WORKSHOP (AI DevWorld): GenAIOps: Building Robust and Secure GenAI Systems
Tuesday February 11, 2025 1:00pm - 1:50pm PST
AI DevWorld Main Stage
Jason Kelly, Fremont AI, CEO

POCs and prototypes are exciting, but productionizing and scaling Generative AI applications is hard. How do you effectively monitor compliance, privacy, and safety? How do you support multiple models and use cases while avoiding vendor lock-in? And how do you help teams build their apps without reinventing the wheel or creating security vulnerabilities?

Whether your developers are wrapping third-party GenAI APIs or self-hosting a complex stack with RAG frameworks and fine-tuned LLMs, the landscape is filled with tools and frameworks that promise solutions. In this vendor-agnostic session, you'll get a detailed look at GenAIOps principles and tools. With real-world examples and sample code, you’ll learn how to navigate these challenges and leverage Generative AI with confidence.

We'll cover:

- Examples of GenAI pitfalls and business risk they create
- Components of a GenAIOps stack: Monitoring, Guardrails, API Management, Security, Developer Experience
- How GenAI integrates with the standard SDLC
- Examples from interviews with real-world teams in industry
- How-To: Deployable sample code for a cloud environment showing these guidelines in action [GitHub link to be included]
Speakers
avatar for Jason Kelly

Jason Kelly

CEO, Fremont Robotics
Jason Kelly is a tech entrepreneur with deep experience in applied autonomy and industrial AI. He is CEO of Fremont Robotics, a startup dedicated to automating dull, dirty, and dangerous tasks across manufacturing, energy, facilities management, and more.
Tuesday February 11, 2025 1:00pm - 1:50pm PST
AI DevWorld Main Stage

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