Artificial Intelligence

Presenters Shivay Lamba Ekansh Gupta Source ArgoCon NA 2025 Revolutionizing ML Deployment: GitOps and Argo Workflows Usher in the Era of Scalable AI Inference 🚀 The journey of a machine learning model from the spark of an idea to a fully operational production system is often a rocky one. It’s a sobering statistic that over 80% of ML models never make it to production, a testament to the labyrinthine complexities of packaging, inference, and deployment. But what if there was a way to simplify this process, to build robust and scalable AI pipelines with confidence? Enter the powerful duo of GitOps and Argo Workflows, poised to revolutionize how we bring AI to life. ...

Presenters Scott Rosenberg Maria Gabriella Brodi Source BackstageCon NA 2025 Level Up Your Self-Service Game: Crossplane + Backstage = Infrastructure Nirvana! 🚀 Ever feel like managing infrastructure is a bit like wrestling a hydra? You fix one thing, and two more pop up. Or maybe you’re a developer yearning for the power to spin up exactly what you need, when you need it, without waiting for a ticket to be processed? Well, get ready to have your mind blown, because the brilliant minds behind the latest tech trends are showing us how to make infrastructure programmable and consumable, all thanks to a dynamic duo: Crossplane and Backstage! ✨ ...

Presenters Rob Heckel Tyler Rothenberg Source BackstageCon NA 2025 Revolutionizing AI Integration: Toyota Connected’s Journey with Model Context Protocol 🚀 In the fast-paced world of tech, staying ahead means constantly innovating and finding smarter ways to work. Toyota Connected, a powerhouse behind the massive 12.5 million vehicles on their Drive Link platform and processing a staggering 29 billion transactions monthly, has embarked on an exciting journey to supercharge their generative AI adoption. Their secret weapon? The Model Context Protocol (MCP) and a brilliant strategy to make its integration seamless for their developers. ...

Presenters Balaji Sivasubramanian Source BackstageCon NA 2025 Revolutionizing Enterprise Development: Red Hat Developer Hub is Here to Transform Your Developer Journey! 🚀 Hey tech enthusiasts! 👋 Balaji Civas Subramanan from Red Hat is here to spill the beans on something truly game-changing for enterprise developers. If you’ve ever felt the sting of slow development cycles, endless context switching, and the sheer friction of building software at scale, then buckle up. Platform engineering is stepping in, and the developer portal is the new front door to a smoother, more productive experience. ...

Presenters Justin Reock Source BackstageCon NA 2025 Navigating the AI Wave: A Platform Engineering Survival Guide 🌊👨‍💻 The AI revolution is here, and it’s not just a fleeting trend – it’s a fundamental shift reshaping how we build and deliver software. For platform engineering teams, this means a new era of challenges and opportunities. While the hype is undeniable, the real impact of AI on our workflows demands a strategic, data-driven approach. Let’s dive into how platform teams can not only survive but thrive in this AI-powered future. ...