GitHub - cloudwego/goref: Go heap object reference analysis tool Go heap object reference analysis tool. Contribute to cloudwego/goref development by creating an account on GitHub.

We just discovered github.com/cloudwego/go... today.

What a great memory debugging tool for Go! Very cool.

I've never installed TikTok, but I'd install _this_ again. (both from ByteDance)

Wow I did not see that coming

I like the precise and tangible definition of testing in The Oracle Problem in Software Testing:

"To test is to stimulate a system and observe its response"

bsky.app/profile/domi...

hola folks we did the @giantswarm.io hackathon and @notapipeline.bsky.social and i kind of built a prototype of a multi-cluster management system using @kcp.io so i thought i'd write some stuff down lfg

The Rendered Manifests Pattern - Akuity Blog Deploy with Argo CD, promote seamlessly with Kargo, and gain real-time visibility into your infrastructure using KubeVision

Whatever you want to define what something is (HELM TEMPLATE, kcl run, timoni build -> "yaml") push the desire state in Git,

Let me Repeat, whichever format you are using. for "resource definition" but store desired state in git in "yaml"

More on Rendered manifests:
akuity.io/blog/the-ren...

showing interaction of kro composition engine and kcp control plane

it's not without irony that I have two Kubernetes-native solutions connected and reconciling without a Kubernetes cluster/distro running. Just two binaries on my laptop.

github.com/awslabs/kro connected to a virtual workspace of github.com/kcp-dev/kcp, reconciling a custom crd

Queueing – An interactive study of queueing strategies – Encore Blog In this blog, we go on an interactive journey to understand common queueing strategies for handling HTTP requests.

This is a REALLY good interactive demo of Queueing! | An interactive study of queueing strategies – Encore Blog

CLI commands using kind to start a kubernetes cluster. - go install sigs.k8s.io/kind@v0.25.0 - kind --version - $(go env GOPATH)/bin/kind build node-image v1.32.0-rc.0 - kind create cluster --image kindest/node:latest - kubectl --version

The @kubernetes.io Release team minted the v1.32.0 RC0 artifacts just now. Can you please kick the tires and create issues if you see any problems? Thanks!

Pretty handy to quickly start a kind cluster with the artifacts from:
groups.google.com/a/kubernetes...

cc @kubernetes.dev

📌

A new #Jepsen report! We worked with Buf to analyze the safety of Bufstream, a Kafka-compatible streaming system. We found three safety and two liveness issues in Bufstream 0.1.0, including the loss of acknowledged writes in healthy clusters. These problems were resolved by version 0.1.3 […]

Fast, secure and simple: Istio's ambient mode is now Generally Available

Istio 1.24 is out today, and it's kind of a big deal.

istio.io/latest/news/...

enhancements/keps/sig-api-machinery/3962-mutating-admission-policies at 7268ecc4e835437f3f75c62f555978d4bf898ff2 · kubernetes/enhancements Enhancements tracking repo for Kubernetes. Contribute to kubernetes/enhancements development by creating an account on GitHub.

From all the #Kubernetes enhancement proposals which one you are most excited about?

For me it's KEP-3962 where mutating admission policies can be defined with CEL expressions. This completes the validating admission work and gives us a fully-featured policy engine 🎉

github.com/kubernetes/e...