Open-source alternatives to Copilot Cli

This project is a Docker educational resource and a collection of practical examples designed for learning containerization technologies. It serves as a guide for understanding container fundamentals, including the creation and management of custom images and the use of registries. The repository provides specialized references for container security hardening, such as managing kernel privileges and implementing supply chain security. It also includes tutorials for multi-container orchestration and a DevOps guide focused on CI/CD automation and image optimization. The material covers a broad

Jenkinsfile runner is a continuous integration engine that executes declarative workflows and pipeline scripts directly from the command line or container environments without requiring a persistent master server. It provides terminal-based execution tools for running, testing, and linting pipeline definitions locally, supporting build parameter passing, interactive shell sessions, and source control checkout configurations with authentication for private repositories. The system supports declarative instance configuration through mounted YAML files, automatic dependency resolution, and on-de

This project is a community-curated directory of open-source software designed for deployment in private server environments and home labs. It serves as a comprehensive resource for discovering independent, self-hosted alternatives to mainstream cloud services, enabling users to maintain full data ownership and control over their digital infrastructure. The directory is structured through a hierarchical taxonomy that organizes a vast collection of applications into logical categories, ranging from media management and data analytics to private communication and team productivity tools. It dis

This project is a collection of reference implementations and demonstration projects covering computer vision, DevOps automation, distributed systems, and Java-based microservices. It provides a programming reference library and practical examples for building server-side applications, containerizing services, and orchestrating clusters. The repository features a comprehensive toolset for DevOps automation, including scripts and playbooks for CI/CD pipelines and automated cluster installation. It includes a computer vision demo project for image object detection and facial analysis, as well a

This project provides a containerized execution agent designed to host automated workflows for version control platforms. It functions as a self-hosted runner that automatically registers with a central service upon startup and terminates after completing a single job, ensuring that every task runs in a clean, isolated environment. The system distinguishes itself through its focus on ephemeral lifecycle management and security. By utilizing a non-root execution model, it enforces least-privilege principles during job processing. The runner supports dynamic configuration through environment va

Pipeline is a Kubernetes native CI/CD framework and cloud native pipeline orchestrator. It functions as a custom resource controller that translates declarative pipeline definitions into coordinated pod executions and managed workloads. The system acts as a containerized task runner, allowing for the execution of standalone build steps and reusable tasks that process specific inputs to produce defined outputs. It enables the orchestration of complex workflows by running a sequence of independent containers as modular components within a cloud environment. The platform covers automated softwa

This project is a comprehensive collection of tutorials and guided laboratories designed to teach containerization, networking, and security using Docker. It serves as a learning path for building portable images and executing isolated processes. The materials provide specific guides for managing container clusters and scaling services through Docker Swarm and overlay networks. It includes a security handbook for implementing image scanning and secret management, as well as laboratories dedicated to modernizing legacy applications by wrapping older software installers into containers. The co

This project is a comprehensive sample library and implementation guide for ASP.NET Core. It provides a collection of practical examples and projects that demonstrate how to build web applications, RESTful APIs, and high-performance services. The repository focuses on a variety of architectural patterns, including the development of Minimal APIs, contract-first gRPC services, and real-time communication using WebSockets and Server-Sent Events. It includes detailed implementations for user identity and security, such as token-based authentication and CSRF protection. The codebase covers a bro

This project is a comprehensive educational curriculum designed to teach the fundamentals of container orchestration and infrastructure automation. It provides a structured learning path for mastering the lifecycle management of containerized applications, covering the core concepts of declarative resource definitions, control-loop-based reconciliation, and distributed cluster state management. The course distinguishes itself by focusing on practical, hands-on implementation of modern DevOps practices. It guides users through the integration of GitOps workflows for state synchronization, the

This project is an edge computing development toolkit and serverless command line interface used to develop, test, and deploy serverless functions to a global edge network. It serves as an edge runtime bundler and resource orchestrator, managing the entire lifecycle of edge projects from local development to worldwide distribution. The toolkit distinguishes itself through distributed workflow management, coordinating stateful instances and the durable execution of long-running processes across the edge. It also provides specialized integrations for edge AI, including the management of vector

The AWS Cloud Development Kit is an infrastructure-as-code framework that enables developers to define and provision cloud resources using familiar programming languages. By utilizing construct-based synthesis, it translates high-level, object-oriented code into declarative templates, allowing for the automated management of complex cloud environments through a centralized, code-driven control plane. The framework distinguishes itself through its ability to model infrastructure as a dependency-aware resource graph, ensuring that components are provisioned and updated in the correct order. It

Cabot is a self-hosted incident management platform and monitoring alert manager. It serves as a centralized system for receiving external monitoring data, managing on-call responder rotations, and dispatching incident notifications to administrators to ensure prompt resolution of system failures. The platform provides a containerized monitoring interface and a REST API for programmatically creating and modifying monitoring data and incident reports. It coordinates the routing of critical system alerts and manages the scheduling of personnel for on-call rotations. The system includes capabil

Kubero is a self-hosted Platform as a Service (PaaS) that simplifies the deployment, scaling, and management of containerized applications on Kubernetes. It functions as an application manager, CI/CD orchestrator, and multi-tenant manager, allowing users to run workloads without writing manual configuration files. The platform distinguishes itself through automated image synthesis, transforming source code from Git repositories into deployable containers via buildpacks, Dockerfiles, or nixpacks. It implements a GitOps delivery model with automated pipelines that trigger builds on push events

Uncloud is a decentralized container orchestrator designed to deploy and manage applications across multiple servers without a central control plane. It functions as a peer-to-peer system and a Docker Compose cluster deployer, using SSH-based infrastructure management to coordinate operations across remote nodes. The project distinguishes itself by using a secure mesh network overlay to enable direct inter-container communication across different physical machines. It facilitates container image distribution by transferring missing layers directly from local environments to target nodes, bypa

Walle-web is a continuous delivery platform and DevOps release manager designed to automate the deployment, rollback, and release of code across multiple server environments. It functions as a container deployment orchestrator and multi-environment server manager, providing a centralized web interface for coordinating application delivery. The system distinguishes itself through a combination of canary release management and containerized application delivery. It utilizes a RESTful deployment API to integrate external tools into the delivery pipeline and employs hook-based workflow orchestrat

This project is a collection of Linux server automation scripts designed to automate the installation and configuration of core server software. It provides specialized tools for deploying proxy servers, configuring DNS servers, managing container infrastructure, and optimizing the Linux kernel. The automation suite distinguishes itself by integrating geo-restriction bypass capabilities via proxy protocols and implementing advanced network tuning, such as enabling BBR congestion control to improve throughput and latency. It also features distribution-aware automation that detects CPU architec

Deis is an open-source, self-hosted Platform-as-a-Service that deploys and manages containerized applications on a CoreOS cluster using a Heroku-inspired git push workflow. It accepts application code via git push, automatically builds a Docker image, and runs it as a container on the cluster, with systemd and etcd providing service discovery and configuration management. The platform provides a developer experience modeled after Heroku, with a command-line interface for creating, scaling, configuring, and monitoring applications. It hosts a private Git remote per application that triggers th

Harness is an end-to-end developer platform and DevOps orchestration tool designed to automate software build, test, and deployment pipelines. It functions as a CI/CD platform and a source code management system for hosting and managing version-controlled repositories. The platform provides a remote development environment that launches ephemeral, cloud-based coding spaces to ensure standardized setups. It also includes a centralized artifact registry for storing and managing versioned binary packages and container images used in delivery pipelines. The system covers broad capability areas i

Drone is a container-based continuous integration and delivery platform, source control management system, and artifact registry. It functions as a hosted workspace provider for cloud-based developer environments and a system for hosting and versioning code repositories. The platform executes build and deployment pipelines within isolated containers, using declarative configurations to automate software delivery. It includes a centralized registry for managing and versioning compiled binaries and build outputs to ensure consistent deployments across environments. The system covers a broad ca

Dagger is a programmable CI/CD engine and containerized task runner designed to orchestrate build and test pipelines. It functions as an incremental build system that manages containers, filesystems, and secrets through a typed API to ensure consistent execution across local and cloud environments. The engine utilizes a language-agnostic client-server API to allow multi-language pipeline orchestration, enabling the sharing of typed artifacts and state across different SDKs without manual serialization. It optimizes execution through content-addressable caching and a directed acyclic graph to

Lando is a Docker development environment manager and local development orchestrator used to create isolated application stacks. It functions as a web development stack provisioner that coordinates web servers, databases, and runtimes to ensure consistent environment parity across different operating systems. The project distinguishes itself through recipe-based environment bootstrapping for common stacks such as LAMP, LEMP, and MEAN, as well as dedicated provisioning for CMS platforms like WordPress, Drupal, and Joomla. It further differentiates its capabilities by acting as a remote hosting

This project is a command-line utility designed to automate container service rollouts and task definition management within Amazon ECS environments. It functions as a shell-based orchestration tool that wraps cloud provider command-line interfaces to manage infrastructure state and execute deployment logic. The tool facilitates zero-downtime updates by orchestrating blue-green deployment patterns, which involve launching new task versions and verifying their stability before retiring older service instances. It maintains application versions through declarative configuration templates and au

GoCD is a continuous delivery server and build automation platform designed to orchestrate software delivery pipelines. It functions as a CD pipeline orchestrator that manages the automated execution of build, test, and deployment stages to move code from commit to production. The system utilizes an agent-based job execution model where remote agents pull work from a central server via polling. It employs a state-machine approach to pipeline orchestration, tracking the progression of software through stages and managing immutable build outputs via a central artifact repository to ensure consi

Devpush is a self-hosted Git-based PaaS that automates the deployment of containerized applications. It maps each Git branch to an isolated Docker environment, creating a multi-environment runtime where staging, production, and other workflows run in parallel with scoped configuration and encrypted variables. Deployments are triggered automatically by Git push events via a configured GitHub App, managing the full lifecycle from build to release with zero-downtime rollouts and instant rollback. The platform includes a built-in Let's Encrypt SSL manager that automatically provisions and renews

Flynn is an open-source Platform as a Service (PaaS) that automates the full lifecycle of containerized applications across any infrastructure. It functions as a container orchestration platform, scheduling and managing application containers with isolated filesystem and network stacks, while also providing a health-checked service discovery router that directs traffic only to healthy container instances. The platform is built around a Git-push deployment model, where pushing code to a configured repository triggers an automated build-test-deploy cycle. It supports declarative scaling, allowi

This project provides a comprehensive architectural blueprint and implementation set for building a platform-as-a-service on Kubernetes. It serves as a technical resource for deploying container orchestration environments, managing the full software development lifecycle, and integrating a complete DevOps toolchain. The implementation emphasizes automated software delivery through the integration of build and delivery pipelines, private container registries, and distributed configuration systems. It enables the decoupling of application settings from images via a centralized configuration man

Concourse is a container-based continuous integration and delivery platform that functions as a distributed build system. It operates as a declarative pipeline orchestrator, using a central controller and multiple worker nodes to execute concurrent tasks within isolated containers. The system distinguishes itself by executing every build step in a separate container to ensure environment consistency and by defining software delivery sequences through portable, versionable configuration files. It provides a web-based pipeline visualizer to display the real-time status and progress of automated