Webernetes: Kubernetes Ported to the Browser in TypeScript

Sam Rose, a Senior Developer Educator at ngrok, spent two months porting Kubernetes to TypeScript to run entirely in the browser. The result is Webernetes - 100,000 lines of code across 629 files, weighing in at 140KB gzipped.

The project is not for running production workloads. It is for teaching how Kubernetes works.

What Was Actually Ported#

Rather than compiling the Go codebase to WebAssembly (which would have blown past 500KB), Rose rewrote key components:

• Kubelet functionality - Pod lifecycle management and probing
• Controllers - Pod scheduler, namespace controller, kube-proxy, deployment controller
• Container Runtime Interface (CRI) - Browser-based container execution
• Container Network Interface (CNI) - Simulated network for pod-to-pod communication
• Cluster API - TypeScript interface for applying manifests and watching resources

What is not included: ConfigMaps, Secrets, pod resource limits, persistent volumes, and real container image support. The registry is browser-only.

Custom Image Format#

Since Docker Hub images cannot run in a browser, Webernetes uses a TypeScript API for defining container images with built-in HTTP server capabilities:

const myContainer = new WebContainer({
  image: 'my-app',
  ports: [8080],
  start: async (ctx) => {
    ctx.serve(8080, (req) => new Response('Hello from Webernetes'));
  }
});

This is enough to demonstrate pod-to-pod networking, deployments, and service discovery without real container runtimes.

The Test Suite#

The legitimacy check for any port is whether it actually behaves like the original. Rose addressed this with two test layers:

1. 204 integration tests comparing behavior against real k3s clusters using identical APIs
2. 1,855 unit tests ported from the Kubernetes Go codebase

Both suites run against webernetes and k3s, asserting the same behavior.

The LLM Development Story#

The blog post is upfront about methodology:

Almost all of the webernetes code was authored by LLMs.

Rose argues this is not slop because of two practices:

1. Every line was reviewed. LLM output was treated as draft code, not final.
2. Behavior tests against real clusters. The tests do not just check "does it compile" - they check "does it match what k3s does."

This framing - AI generates, human reviews, tests verify against ground truth - is one model for using AI coding tools responsibly in larger projects.

What HN Is Saying#

The Hacker News discussion was generally positive, with interest in both the project and the development process.

On the project itself, one commenter noted: "I see this as a fun learning and experimental tool. For a while I have wanted to make a web page where you can do service load balancing and queuing simulations so this would be a great basis for it."

Others appreciated the educational angle: "As someone who has authored Kubernetes educational content in a past role, I can definitely see the appeal of building something like this."

On the AI development process, one commenter observed: "This feels like the right way to frame LLM-assisted engineering. AI can generate a shocking amount of code, but the actual value is in the review discipline, and tests around it."

The complexity question came up predictably, with jokes about Kubernetes overhead. But one commenter made a more nuanced point: "There's an interesting argument to make that something like kube is the necessary complexity level for the kinds of tasks that kube is intended to accomplish, ala Fred Brooks' rule about essential complexity vs accidental complexity."

Use Cases#

The demo at webernetes-demo.ngrok.app lets you interact with a cluster in your browser. Practical applications include:

• Interactive tutorials - No cloud credits or local setup required
• Conceptual demonstrations - Show how pods, services, and deployments interact
• Sandbox experimentation - Try kubectl commands without consequences
• Educational content - Embed working clusters in documentation

It is explicitly not for cluster operations, production workloads, or anything requiring real container images.

Technical Details#

The Broader Point#

Webernetes is interesting on two levels:

1. As an educational tool - It solves the "I need a cluster to teach Kubernetes" problem without requiring cloud infrastructure.

2. As an AI development case study - The combination of LLM code generation, human review, and behavioral testing against ground truth is a pattern worth studying.

The project ships with documentation on how to extend it with custom controllers and workloads, making it useful for anyone building Kubernetes educational content.

FAQ#

What is Webernetes?#

Webernetes is a port of key Kubernetes components to TypeScript that runs entirely in the browser. Sam Rose of ngrok built it over two months, and it comes to about 100,000 lines of code across 629 files, around 140KB gzipped. It is meant for teaching how Kubernetes works, not for running production workloads.

Can Webernetes run real Docker images?#

No. Docker Hub images cannot run in a browser, so Webernetes uses a TypeScript API for defining container images with built-in HTTP server capabilities. ConfigMaps, Secrets, pod resource limits, persistent volumes and real container image support are not included.

How do we know Webernetes behaves like real Kubernetes?#

It ships with two test layers: 204 integration tests that compare behavior against real k3s clusters using identical APIs, and 1,855 unit tests ported from the Kubernetes Go codebase. Both suites run against Webernetes and k3s and assert the same behavior.

Was Webernetes written with AI?#

Yes. The ngrok blog post says almost all of the code was authored by LLMs. Rose argues it is not slop because every line was reviewed and the behavior was tested against real clusters.

Continue Reading#

• Three Ways to Ignore Files in Git (Beyond .gitignore)
• GitHub Copilot Agent Finder: What ARD Means for Third-Party AI Tools in 2026
• GitHub Copilot CLI, BYOK, and AI Credits: The New Cost-Control Stack

Sources#

• Webernetes GitHub Repository - Source code and documentation
• Blog Post: I Ported Kubernetes to the Browser - Full technical writeup by Sam Rose
• Webernetes Demo - Interactive browser demo
• Hacker News Discussion - Community discussion with 80+ comments

Last updated: July 1, 2026