September 2026
Intermediate
322 pages
7h 22m
English
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7
Running Agents as Kubernetes Resources
A shell script can start an agent process. That does not make the agent operable. Platform teams need to know which model it uses, which tools it can call, which identity it runs as, what changed between revisions, whether it is ready, and where its traces went. kagent brings those concerns into Kubernetes by representing an agent, its model configuration, and remote MCP servers as declarative resources that controllers can reconcile.
In this chapter, we will install and inspect the kagent APIs, declare a platform troubleshooting agent, and connect its ModelConfig to the in-cluster OpenAI-compatible route. We will expose a controlled MCP tool set through a RemoteMCPServer and bind only named tools to the ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.