Scaling the Frontier of Agentic Workflows: Michael Levan on the Operational Realities of AI Agents

As AI agents move from the periphery to the core of enterprise strategy, infrastructure leaders are being tasked with building the foundations that support these workloads. The Gartner conference offers a unique opportunity for these professionals to learn from industry experts, share best practices, and explore the latest technologies in cloud operations and infrastructure management. For those looking to stay ahead of the curve in a rapidly changing landscape, this event provides the strategic insights necessary to navigate the future of IT.

Interested parties can learn more and register at gartner.com/io. By using the code DEVOPS, attendees can receive a $450 discount off the standard registration rates, making it an accessible opportunity for teams looking to bolster their operational expertise.

Looking Ahead: The Operationalization of AI

As the conversation between Ned, Kyler, and Michael Levan concluded, the takeaway was clear: the era of "AI as a toy" is over. For organizations to truly leverage the power of agentic workflows, they must treat AI as a first-class citizen in their infrastructure stack. This means moving beyond simple API calls and investing in the gateways, routing mechanisms, security sandboxes, and observability tools that define modern, resilient systems.

The insights shared by Michael Levan serve as a roadmap for platform engineers and DevOps professionals who are now finding themselves at the intersection of traditional infrastructure and cutting-edge artificial intelligence. As these technologies continue to mature, the focus will increasingly shift from the models themselves to the robust systems that keep them running safely and efficiently.

Episode Links:

For those who wish to dive deeper into the technical nuances of this discussion, the full episode provides a wealth of additional context and real-world examples.

Watch this episode on YouTube

To stay updated on Michael Levan’s latest insights into DevOps, cloud architecture, and the evolving world of AI operations, you can follow him on social media.

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