--- title: "K8s Maxxing with AI-Native Platform Engineering Stack with OpenChoreo" url: https://daily.dev/posts/k8s-maxxing-with-ai-native-platform-engineering-stack-with-openchoreo-ioz7wqqjv source_url: https://www.youtube.com/watch?v=AqGWjxEfj2g type: video:youtube source: "Bret Fisher" published: 2026-06-13T01:06:31.440Z updated: 2026-06-13T04:20:08.967Z tags: ["kubernetes", "ai-agents", "mcp", "platform-engineering"] reading_time: 54 upvotes: 5 comments: 0 language: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # K8s Maxxing with AI-Native Platform Engineering Stack with OpenChoreo **[Bret Fisher](https://daily.dev/sources/bretfisher)** · 54 min read · 5 upvotes · 0 comments ## Summary OpenChoreo (open-choreo.dev) is a new CNCF sandbox project from WSO2 that adds an abstraction layer on top of Kubernetes, exposing MCP servers, a CLI, API, and web UI to let AI agents and developers manage Kubernetes workloads without needing deep kubectl knowledge. It provides a unified control plane that integrates with common CNCF tools (Argo, Cilium, KEDA, Prometheus, Crossplane) and ships with built-in SRE, FinOps, and Architect agents that react to cluster events, generate root-cause reports, and can optionally apply remediations. Permissions are role-scoped so agents get only the tools their identity allows, supporting a gradual read-only-to-write progression. The project is positioned as the missing infrastructure layer between local AI coding agents and production Kubernetes clusters, enabling 'vibe-ops' style deployment alongside traditional GitOps workflows. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [OpenChoreo 1.0 Brings AI Agents and GitOps to Kubernetes Developer Platforms](https://daily.dev/posts/openchoreo-1-0-brings-ai-agents-and-gitops-to-kubernetes-developer-platforms-kcyxpgvor) · InfoQ · 7 upvotes · 0 comments --- Tags: [#kubernetes](https://daily.dev/tags/kubernetes), [#ai-agents](https://daily.dev/tags/ai-agents), [#mcp](https://daily.dev/tags/mcp), [#platform-engineering](https://daily.dev/tags/platform-engineering) [View this post on daily.dev](https://daily.dev/posts/k8s-maxxing-with-ai-native-platform-engineering-stack-with-openchoreo-ioz7wqqjv)