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Top 23 Makefile Kubernete Projects
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Google Vertex AI is Google Cloud's managed machine learning platform that provides experiment tracking, training jobs, pipelines, a model registry, and model serving as hosted services within the GCP ecosystem. It abstracts infrastructure management but ties teams to GCP-specific APIs, per-use compute billing, and Google's tooling. Kubeflow is an open-source platform built on Kubernetes that provides self-hosted alternatives to Google Vertex AI features through modular machine learning components. It allows teams to run ML workloads on their own infrastructure while maintaining control over storage, networking, scaling, and deployment environments. This guide deploys Kubeflow on a Kubernetes cluster as a self-hosted replacement for Google Vertex AI, covering installation with Kustomize manifests, notebook setup, ML pipeline orchestration, distributed training with the Trainer v2 API, model serving with KServe, hyperparameter tuning with Katib, access control configuration, object storage integration, and migration steps from Vertex AI. By the end, you'll have a working Kubeflow platform covering the full ML lifecycle on your own cluster.
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AppSignal
Monitoring that respects your time & budget. APM, error tracking, and dashboards for modern web apps. Ten-minute setup, transparent flat pricing, and support from engineers who actually use the product.
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Project mention: Azure Kubernetes Service (AKS) Network Policies: A Comprehensive Guide | dev.to | 2025-11-19
# Install Hubble CLI export HUBBLE_VERSION=$(curl -s https://raw.githubusercontent.com/cilium/hubble/master/stable.txt) curl -L --remote-name-all https://github.com/cilium/hubble/releases/download/$HUBBLE_VERSION/hubble-linux-amd64.tar.gz{,.sha256sum} sha256sum --check hubble-linux-amd64.tar.gz.sha256sum sudo tar xzvfC hubble-linux-amd64.tar.gz /usr/local/bin
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Project mention: Testing Kubernetes NetworkPolicies Before They Hit Production | dev.to | 2026-08-06
name: netpol-live-validation on: push: branches: [main] paths: - 'manifests/**/networkpolicy*.yaml' jobs: live-test: runs-on: ubuntu-latest steps: - uses: actions/checkout@v4 - name: Set up cluster access run: | echo "${{ secrets.STAGING_KUBECONFIG }}" > kubeconfig echo "KUBECONFIG=$(pwd)/kubeconfig" >> $GITHUB_ENV - name: Apply policies to staging run: kubectl apply -f manifests/ -n staging - name: Install cilium CLI run: | curl -L --remote-name-all https://github.com/cilium/cilium-cli/releases/latest/download/cilium-linux-amd64.tar.gz tar xzf cilium-linux-amd64.tar.gz sudo mv cilium /usr/local/bin/ - name: Run connectivity test run: cilium connectivity test --test-namespace cilium-test --timeout 10m
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kubernetes-the-hard-way-on-azure
Bootstrap Kubernetes the hard way on Microsoft Azure Platform. No scripts. (by ivanfioravanti)
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keydb-operator
A KeyDB (Drop-In Alternative to Redis) Operator for Kubernetes, based on Ansible Operator SDK.
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k8s-ha
Create a highly available kubernetes cluster v1.30 using libvirt, VMs deployed by vagrant with 3 control planes and 3 worker nodes on Debian 12
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docker-parrot
Parrot OS (Core/Security) or just Parrot Tools in Docker with the usage of Makefile, Dockerfiles and docker-compose.yaml for Bug Bounty, Penetration Testing, Security Research, Computer Forensics and Reverse Engineering, repository also contains Proof of Concept with kind (K8s in Docker) for ParrotOS with/without systemd in K8s cluster
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NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
Makefile Kubernetes discussion
Makefile Kubernetes related posts
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Deploying Kubeflow as a Google Vertex AI Alternative
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Deploying Kubeflow as an Azure ML Alternative
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Testing Kubernetes NetworkPolicies Before They Hit Production
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Step-by-Step: Set Up Multi-Region Kubernetes 1.32 Clusters with Cilium 1.16 and AWS Global Accelerator
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Building a Production eBPF Observability & Security Stack for Kubernetes in 2026
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Lets Setup K8s Cluster
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Introduction to Cilium CNI for Kubernetes
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A note from our sponsor - SaaSHub
www.saashub.com | 12 Oct 2026
Index
What are some of the best open-source Kubernete projects in Makefile? This list will help you:
| # | Project | Stars |
|---|---|---|
| 1 | kubeflow | 15,897 |
| 2 | hubble | 4,359 |
| 3 | Blueprint/Boilerplate For Python Projects | 972 |
| 4 | k8s-mediaserver-operator | 626 |
| 5 | cilium-cli | 601 |
| 6 | kubernetes-the-hard-way-on-azure | 458 |
| 7 | awesome-kubernetes | 382 |
| 8 | stack | 171 |
| 9 | k8s-vagrant-multi-node | 168 |
| 10 | connect-helm-charts | 132 |
| 11 | local-gitops | 122 |
| 12 | homelab | 66 |
| 13 | keydb-operator | 59 |
| 14 | tekton-kickstarter | 47 |
| 15 | k8s-rbac-model | 26 |
| 16 | routernetes-operator | 25 |
| 17 | kube-template | 21 |
| 18 | kubero-operator | 11 |
| 19 | kubernetes-structure | 11 |
| 20 | nfs-operator | 11 |
| 21 | gitops-examples | 10 |
| 22 | k8s-ha | 8 |
| 23 | docker-parrot | 4 |
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