Open-source alternatives to Dockerlabs

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 collection of curated and standardized Docker base images that serve as reliable starting points for building containerized applications. It functions as an OCI container image repository and a build template library, providing a central source of truth for images that adhere to Open Container Initiative standards for portability. The project utilizes an automated image lifecycle pipeline to build, tag, and push images, ensuring that dependencies remain current and security patches are applied. It specifically supports cross-platform distribution by providing a multi-archite

This project is a comprehensive collection of web development reference guides and technical cheat sheets. It provides a curated set of markdown-based documentation designed to help developers quickly locate syntax patterns and API examples for common web technologies and programming languages. The repository serves as a specialized reference library covering several distinct technical domains. It includes extensive guides for CSS, focusing on selectors, Flexbox, Grid, and responsive layout properties, as well as a DevOps command reference for Docker, Kubernetes, AWS, Ansible, and general she

Dry is a container lifecycle manager and cluster orchestrator designed to control groups of containers, services, and stacks across multiple nodes. It functions as a resource manager for inspecting and cleaning up images, persistent volumes, and network configurations, while providing a terminal-based dashboard for monitoring system events and resource usage. The project enables the coordination of distributed workloads through service-stack grouping and cluster orchestration. It provides a centralized control plane to synchronize the deployment and scaling of complex application architecture

This is a step-by-step tutorial that teaches Docker from the ground up, covering how to build images from Dockerfiles, run and manage containers, and connect them on user-defined networks. The guide walks through packaging applications into portable containers and using Docker Compose to define and orchestrate multi-service applications with a single YAML configuration. The curriculum extends into cloud deployment, explaining how to push images to registries like Docker Hub and deploy single-container applications to AWS Elastic Beanstalk as well as multi-container setups to AWS ECS. It also

This project is a collection of best practices and curated templates for building secure, stable, and production-ready Docker images. It provides standards for OCI image optimization and a guide for implementing industry-standard configurations in container environments. The repository offers specific patterns for security hardening, such as implementing non-root user execution with static IDs to prevent host privilege escalation. It also provides structural templates for multi-stage builds to separate build-time dependencies from the final runtime environment. Additional capabilities cover

Exegol is an offensive security platform and containerized tooling orchestrator designed to deploy and manage isolated security operations environments. It functions as a workspace manager that provisions pre-configured security images and toolkits within Docker containers to protect host systems from malicious payloads. The platform distinguishes itself by integrating AI security workflow orchestration, allowing AI assistants to discover and trigger security tools through a standardized communication protocol. It further provides remote desktop gateway capabilities, enabling GUI access via X

Finch is a virtual machine-based container runtime and OCI container management CLI used for local container development. It operates by running container workloads inside a background virtual machine to isolate them from the host operating system. The project serves as an OCI image builder and a multi-container service orchestrator for simulating complex production environments on a workstation. The runtime functions as a cross-platform container engine, utilizing emulation layers to execute container images built for foreign CPU architectures. It distinguishes its image distribution through

ZenML is an extensible machine learning orchestration framework designed to manage the end-to-end lifecycle of data pipelines and AI agent workflows. It functions as a durable orchestrator that executes machine learning tasks as directed acyclic graphs, ensuring that every step is containerized for consistent performance across local, cloud, and hybrid infrastructure. By decoupling pipeline code from underlying compute and storage backends, the platform allows developers to define infrastructure-agnostic stacks that remain portable across diverse environments. The project distinguishes itself

This project is a Docker container image library providing official Dockerfiles and configurations for deploying enterprise software and database products. It serves as a source of container specifications and OCI compatible image repositories for packaging commercial application software into standardized container images. The repository specifically focuses on Oracle software containerization, offering pre-configured images and build scripts to deploy Oracle database instances in containerized environments. The project implements a standardized image build workflow and utilizes multi-stage

This is an educational training course that teaches Docker, Compose, Swarm, and Kubernetes for building and deploying containers from development to production. The course covers end-to-end Docker-based workflows for building, testing, and deploying containers using Compose, Swarm, and Kubernetes in cloud-native DevOps pipelines. The material covers architecture patterns for containerized applications, including declarative service orchestration, network bridging, image layering, health monitoring, and persistent storage across Docker and Kubernetes environments. It addresses multi-container

ZenML is an orchestration platform designed for building, deploying, and monitoring reproducible machine learning pipelines and agentic workflows. It provides a unified framework that manages the entire lifecycle of machine learning assets, from data processing and model training to the deployment of persistent inference services. By decoupling pipeline logic from underlying compute and storage, the platform enables teams to transition workflows seamlessly from local development environments to production-grade cloud infrastructure. The platform distinguishes itself through a service-oriented

rkt is a pod-native container engine and runtime for Linux that executes containerized applications as isolated pods. It serves as an OCI container runtime and a Linux container manager, supporting the execution of images based on Open Container Initiative, appc, and Docker specifications. The project distinguishes itself by offering hardware-level container isolation, allowing pods to run within virtual machines using KVM or QEMU for a dedicated kernel. It further separates itself through secure container deployment practices, utilizing SELinux mandatory access control and TPM-backed integri

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

Dockerode is a Node.js library that provides programmatic management of Docker containers, images, and volumes by acting as a wrapper for the Docker Remote API. It enables JavaScript applications to interact with a Docker engine via Unix sockets or TCP network interfaces. The project covers container lifecycle management, including launching instances and executing commands with bidirectional input and output streaming. It also provides capabilities for building container images, pulling images from registries, and configuring virtual networks. Additional functionality includes the coordinat

This project provides containerized images for deploying a self-managed content collaboration and file sharing server. It enables the creation of private cloud storage and self-hosted file synchronization environments, allowing users to maintain data ownership and control over their infrastructure. The deployment model utilizes Docker images to simplify installation, scaling, and version updates. It distinguishes itself through a database-agnostic storage approach, supporting integration with PostgreSQL, MySQL, MariaDB, or SQLite, and employs volume mapping to ensure data persistence across c

This project is a comprehensive educational resource and operational handbook for Kubernetes. It serves as a technical reference for installing, managing, and scaling container orchestration clusters across diverse environments, covering the core architectural principles and system components required to maintain containerized applications. The resource provides structured guides for cluster administration, including high availability setups, resource control, and data backup operations. It also functions as a security audit and troubleshooting manual, offering instructions for identifying no

docker-py is a Python library and SDK that serves as a programmatic client for the Docker Engine API. It provides a programmatic interface for controlling containers, images, and clusters, allowing for the automation of containerized applications and engine resources. The library enables remote Docker administration through various transport methods, including Unix domain sockets, TCP ports, and encrypted SSH tunnels. It handles real-time data links by using WebSockets to stream input and output from active containers. The project covers container lifecycle control, image management for buil

Boot2Docker is a minimal Linux distribution that boots entirely from RAM to turn any machine into a Docker host. It is delivered as a bootable ISO image that can be written to SD cards, USB sticks, or hard disks, starting Docker containers in about five seconds without requiring a full operating system installation. The system is preconfigured for use as a VirtualBox virtual machine, with persistent disk mounting that automatically stores Docker images, containers, volumes, and SSH keys across restarts. It supports host-to-container file sharing through VirtualBox Guest Additions integration,

Datree is a policy enforcement framework for Kubernetes that validates configurations against rules written in Rego, JSON Schema, or CEL. It operates as both a command-line tool for pre-deployment scanning and as a cluster-side admission webhook for real-time enforcement, integrating with CI/CD pipelines and continuous delivery tools like ArgoCD and FluxCD. The framework supports namespace-scoped policy mapping, allowing different policies to apply to different namespaces, and provides a skip annotation mechanism for selectively bypassing rules on individual resources or entire namespaces. It

This is a distributed voting application designed to demonstrate a multi-service architecture. It uses stateless web frontends for submitting votes and viewing live results, with a Redis-backed queue to buffer incoming votes and a PostgreSQL database for persistent tallying. The application is built around asynchronous message queue processing, decoupling the vote submission from the tallying workflow. The project showcases how to deploy a multi-service application using container orchestration tools. It provides YAML-driven declarative deployment manifests for Docker Compose, Docker Swarm, a

RavenDB is a multi-model NoSQL document database designed for high-performance, ACID-compliant data storage. It persists structured information as schema-flexible JSON documents and utilizes a unit-of-work session pattern to track entity changes and batch modifications into atomic transactions. The platform is built on a distributed architecture that supports horizontal scaling through sharding and ensures high availability via multi-node, master-to-master cluster replication. The database distinguishes itself through a self-optimizing query engine that automatically creates and maintains ind

This project provides official container images for the Node.js runtime and its package managers. It serves as a containerized JavaScript runtime that bundles the engine and dependencies to ensure consistent application execution across different CPU architectures and operating systems. The project offers a range of Linux-based runtime images, including full, slim, and minimal distributions, allowing users to balance package availability against disk footprint. To improve security, it provides a non-root application environment that executes processes as an unprivileged user. The available i

podman-compose is a command line tool and compose specification wrapper that translates YAML definitions into commands for the Podman container engine. It functions as a multi-container orchestrator that deploys application stacks without requiring a background daemon process. The tool enables rootless container management, allowing the execution of containerized applications and services without administrative privileges on the host. It translates high-level compose commands into individual shell calls to coordinate the deployment of multiple containers. The system manages container network

Hazelcast is a distributed data platform that combines an in-memory data grid with a stream processing engine to support real-time analytics and event-driven applications. It functions as a partitioned, distributed key-value store that replicates data across cluster nodes to provide low-latency access and high availability. The platform also serves as a distributed SQL query engine, allowing users to execute standard SQL statements against both in-memory datasets and external data sources. What distinguishes Hazelcast is its use of a distributed consensus subsystem to maintain strongly consis

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

Dockly is a terminal user interface for managing Docker containers and services through an interactive menu. It functions as a log streamer, a swarm orchestration tool, and a client for managing external container environments. The project allows users to connect to remote Docker daemons via sockets or network ports. It includes the ability to toggle between local container mode and swarm cluster mode to monitor and control services across multiple nodes. The tool provides real-time log streaming in a scrollable interface and supports launching interactive shell sessions directly into runnin