Projects sharing features with Microk8s

This project is a local Kubernetes cluster manager and tool that runs control plane and worker nodes as containers on a host machine. It provides an environment for local development and automated testing by emulating a full Kubernetes cluster within a container runtime. The tool enables the creation of multi-node topologies and high-availability control planes through configuration files. It supports image sideloading to transfer container images directly from the host to nodes, bypassing remote registries, and allows for offline deployments using pre-built node images. Capabilities include

Colima is a command-line utility that provides lightweight container runtimes and local Kubernetes orchestration by managing isolated virtual machine environments. It functions as a virtualization manager that abstracts the underlying container engine, allowing users to run containerized applications and system workloads on non-native operating systems without the overhead of heavy desktop software. The project distinguishes itself through its support for hardware-accelerated workloads, enabling direct GPU passthrough to virtual machines for high-performance machine learning tasks. It offers

eksctl is a command-line tool for provisioning, managing, and deleting managed Kubernetes clusters on Amazon EKS. It functions as a cloud infrastructure automator and cluster provisioner that creates the control plane, worker nodes, and necessary cloud networking for Kubernetes environments. The tool provides orchestration for hybrid cloud environments, integrating on-premises and edge infrastructure into a managed cloud cluster. It handles the specialized networking and credential provisioning required to link remote nodes with a cloud control plane. The project covers broad administrative

KubeEdge is a distributed edge computing framework that extends Kubernetes to manage containerized workloads and hardware devices at the edge. It functions as a Kubernetes edge orchestration system, allowing the deployment and management of applications across distributed edge nodes using native Kubernetes APIs and workflows. The project distinguishes itself through a specialized focus on IoT integration and node autonomy. It employs digital-twin state modeling to represent physical hardware devices as virtual objects, utilizing an MQTT-based messaging bus for communication with heterogeneous

Akka Core is an actor model framework and asynchronous concurrency library used for building scalable and resilient distributed systems. It provides a distributed computing platform and fault tolerant runtime that manages communication and state across networked nodes. The system uses location-transparent messaging and a cluster management system to organize nodes into high-availability architectures. This allows for the creation of elastic clusters that scale resources on demand and coordinate distributed workloads. The platform handles concurrent state management and distributed systems or

Akka.NET is an actor model framework used for building concurrent and distributed applications. It functions as a distributed computing platform and state manager that enables isolated actors to communicate via asynchronous message passing, ensuring thread-safe state management without manual locks. The project is distinguished by its decentralized coordination capabilities, including a distributed state manager that uses sharding and dynamic rebalancing to maintain high availability. It incorporates an event sourcing engine that persists state as a sequence of events in an append-only log an

girus-cli is a command-line toolset that functions as a containerized workspace manager, Kubernetes lab orchestrator, and infrastructure template manager. It is used to launch consistent, template-based development environments and initialize local Kubernetes clusters with necessary backend and frontend services. The system manages the distribution and installation of environment configurations from both local and remote repositories. It enables the creation of isolated workspaces for technical practice and skill validation through the use of predefined templates and container technology. Th

This project is a set of deployment tools for initializing and configuring local Kubernetes environments specifically within Docker Desktop for Mac and Windows. It functions as a local cluster bootstrapper that installs essential components including the Kubernetes dashboard, ingress controllers, and the Istio service mesh. The toolkit includes a container image mirroring system that remaps registries to mirrors, allowing the environment to bypass network restrictions and accelerate image pulls during the bootstrapping process. Broad capabilities cover microservices environment setup, includ

OpenShift Origin is a Kubernetes distribution platform that extends Kubernetes with integrated security, multi-tenancy, and application lifecycle management for enterprise container orchestration. It functions as a multi-tenant container orchestrator that enforces per-project security policies, resource quotas, and SELinux isolation for shared cluster environments. The platform includes a Source-to-Image builder that creates container images directly from application source code using Dockerfiles or buildpacks without external build servers, and an Operator Lifecycle Manager that installs and

OrbStack is a native macOS application that replaces Docker Desktop, providing an all-in-one environment for running Docker containers, full Linux virtual machines, and local Kubernetes clusters. It runs Linux VMs directly on the macOS hypervisor framework for near-native performance, uses VirtioFS for fast bidirectional file sharing between macOS and Linux, and leverages Rosetta for near-native x86 emulation on Apple Silicon. The system assigns predictable local domain names to containers and VMs with automatic HTTPS certificate generation, forwards ports via event-driven updates, and stores

Podman Desktop is a graphical user interface for building, managing, and deploying containers and Kubernetes clusters from a local workstation. It serves as a container engine manager and a Kubernetes cluster dashboard, providing a visual environment for tasks typically handled via the command line. The project includes a container extension framework that allows users to integrate additional tools and capabilities into the management environment through a plugin system and extension catalog. The software covers the full container lifecycle, including image building and pushing to registries

Rancher Desktop is a cross-platform desktop application for Windows and macOS that provides a graphical interface for managing local containers and Kubernetes clusters. It serves as a local development environment for running and coordinating containerized workloads on a personal workstation. The project features a pluggable container engine, allowing users to switch between different runtimes such as containerd or Docker within a single interface. It automates the provisioning of local Kubernetes distributions to facilitate the development and testing of orchestration environments. The appl

This repository is a learning resource and collection of hands-on exercises illustrating cloud-native architecture, microservice composition, and container design patterns for distributed environments. It provides implementation blueprints demonstrating sidecar, adapter, and ambassador patterns for applications deployed within Kubernetes containers. The materials cover traffic management capabilities such as routing requests through proxy containers, splitting traffic between production and experimental servers, enforcing rate limits, and isolating failing services using circuit breakers. Add

Wolverine is an AI code repair tool and self-healing Python runtime designed to monitor scripts for runtime crashes and automatically recover the source code. It functions as an automated script recovery tool that identifies failures and utilizes large language models to propose and apply corrections. The system operates through an iterative debugging cycle that captures traceback data and feeds it back into a language model to refine fixes through trial and error. To ensure safety, it includes a human-in-the-loop verification mechanism that requires manual approval before generated code chan

Kubebuilder is a framework and set of scaffolding tools used to build Kubernetes APIs and controllers. It functions as an operator framework that provides generators for custom resource definitions, admission webhooks, and RBAC manifests to extend cluster functionality. The project distinguishes itself through marker-based code generation, which parses source code comments to automatically produce Kubernetes manifests and boilerplate logic. It employs a hub-and-spoke versioning model to translate data between multiple API versions and uses a three-way merge strategy to automate project migrat

This project provides the continuous integration infrastructure and end-to-end test orchestration required for the Kubernetes project. It serves as a specialized framework for managing CI pipelines, cloud resource leasing, and repository automation to validate core functionality and API stability. The system differentiates itself through a dedicated cloud resource manager that leases isolated project pools to ensure consistent test environments and a monitoring system that analyzes historical test outcomes to identify regressions and flaky tests. It also includes a GitHub workflow automator u

Score is a platform-agnostic workload specification standard that defines containerized application deployments and their resource dependencies in a declarative YAML format. It provides a developer-centric specification that separates environment-agnostic workload definitions from environment-specific configuration, enabling consistent deployment across development, testing, and production environments. The specification framework translates a single workload definition into deployable manifests for multiple container orchestration platforms, including Docker Compose and Kubernetes. It includ

This project provides a comprehensive guide and set of scripts for deploying and configuring a production-ready Kubernetes cluster from scratch. It centers on establishing a functional environment by installing core management components, storage, and networking across multiple nodes. The implementation emphasizes high availability for the control plane, utilizing layer-4 load balancing and leader election for the API server, scheduler, and controller manager. It further ensures reliability through the deployment of a distributed key-value store for persistent runtime data. The project cover

jx is a GitOps delivery platform and Kubernetes CI/CD orchestrator designed to automate the building and deployment of applications. It functions as a cloud native pipeline manager that executes container-based build and deployment sequences using a catalog of reusable tasks. The project distinguishes itself through the automated orchestration of preview environments, which are created and destroyed based on pull request activity to enable validation before merging. It employs a GitOps-based state synchronization model to maintain the desired state of clusters by polling git repositories and

This project is a command line package manager and dependency management engine used for installing, updating, and removing software packages across different operating systems. It functions as a package recipe system and software repository administrator, utilizing declarative scripts to define software sources, build arguments, and installation steps. The system operates as a binary distribution platform that compiles source code into pre-compiled binaries and distributes them through remote repositories. It includes an automated version tracker that monitors upstream software releases and

This project is a source-based package management framework designed to build, maintain, and distribute software for a Linux operating system. It provides a comprehensive infrastructure for transforming source code into reproducible binary packages, utilizing modular shell-script templates to manage the entire lifecycle of fetching, patching, configuring, and compiling software. The system distinguishes itself through its focus on isolated build environments and cross-compilation capabilities. By utilizing dedicated master directories and specialized toolchains, it ensures that builds remain

Miniforge is a minimal installer for the Conda package management system that provides access to community-maintained software channels. It serves as a lightweight tool for setting up isolated software environments and distributing pre-compiled binary packages to ensure cross-platform compatibility. The project enables the installation of a minimal environment and facilitates the migration of package channels from vendor repositories to community-driven distributions. It allows users to retrieve and manage software packages built by a community to extend the available tools in a local environ

Talos is a minimal, immutable Linux distribution designed specifically for deploying and managing Kubernetes clusters. It functions as an API-driven infrastructure manager that replaces traditional shell access with a declarative gRPC interface to control operating system state and configuration. The system is distinguished by its use of a read-only root filesystem and a security-hardened kernel, which removes standard GNU utilities to reduce the attack surface. It ensures environment consistency by distributing the operating system as versioned, signed images and utilizes TPM-backed verified

kubeadm is a tool for initializing a minimum viable Kubernetes control plane and joining worker nodes to a secure cluster. It serves as a control plane orchestrator and cluster bootstrapper designed to automate the deployment and maintenance of the Kubernetes management layer. The project provides lifecycle management utilities for upgrading cluster versions and resetting node states to restore hosts to a clean installation baseline. It handles the secure integration of new nodes through token-based joining and ensures availability during software transitions via phased version upgrading. Th

Blender is a professional 3D creation suite designed for modeling, animation, rendering, and video editing. It functions as an open-source 3D engine that provides a comprehensive framework for procedural geometry, physics simulation, and high-quality visual output. The platform is built upon a foundational architecture that utilizes data-block-based memory management and a dependency-graph-based evaluation system to handle complex scene transformations and geometry updates. The software distinguishes itself through a highly modular, node-based procedural architecture that allows users to cons

OpenVINO is an AI inference engine and model serving platform designed to execute optimized deep learning models across CPUs, GPUs, and NPUs through a unified API. It includes a model optimization toolkit for converting, quantizing, and compressing models from various frameworks, alongside a specialized generative AI runtime for large language models. The project distinguishes itself through a plugin-based hardware acceleration layer that maps neural network operations to vendor-specific drivers. It features advanced execution mechanisms such as continuous batching, speculative decoding, and

This project is a containerized machine learning workflow engine and orchestrator designed to automate the end-to-end lifecycle of machine learning models on Kubernetes clusters. It functions as an MLOps pipeline compiler that transforms a domain-specific language into structured specifications for portable and scalable deployment. The platform provides a multi-tenant environment with isolated namespaces and identity provider authentication. It distinguishes itself through a combination of container-based task isolation, strongly typed artifact management for data passing, and content-address