Self-Hosted Linear Alternatives

git-bug is a distributed bug tracker and local-first issue manager that stores bug reports and comments as versioned objects directly within a Git repository. It integrates project management by coupling issue history with source code, using Git as the transport layer to synchronize task data across multiple local clones. The system enables distributed bug tracking without relying on a central server or external hosting provider. It utilizes a local indexing cache to provide near-instant searching and filtering of issue metadata without network latency. The project further supports synchronizing local issue data with external tracking services through service adapters to maintain consistent task status across different platforms.

Beads is a versioned, dependency-aware graph database designed for distributed issue tracking and project management. It functions as an agentic workflow orchestrator, providing a structured environment where tasks, dependencies, and project metadata are linked through relational hierarchies. By maintaining a persistent, version-controlled record of project state, the system enables teams to manage complex work items across multiple repositories and environments. The platform distinguishes itself through its deep integration with automated coding agents, acting as a Model Context Protocol server to inject persistent memory and task context directly into development sessions. It supports multi-agent coordination by managing work reservations and presence awareness, while its declarative workflow engine automates sequences through asynchronous gates and conditional triggers. Unlike standard trackers, it treats project data as a graph, allowing for complex relational queries and the automated identification of unblocked tasks based on real-time dependency analysis. Beyond its core orchestration capabilities, the system provides comprehensive tools for project oversight, including health metrics, workflow visualization, and unified synchronization with external issue trackers. It offers flexible deployment options, ranging from embedded local storage for single-writer workflows to persistent server configurations for multi-user environments. Access control and project visibility are managed independently of source code repositories, ensuring that planning data remains secure and structured throughout the project lifecycle.

This project is a Git DevOps platform and repository manager providing a complete toolset for hosting Git repositories, managing project tasks, and automating software delivery pipelines. It functions as a self-hosted version control system with integrated access controls, an issue tracker for project management, and a CI/CD pipeline orchestrator. The platform distinguishes itself by integrating DevSecOps capabilities, specifically a security scanner designed to detect secret leaks and API keys during the code review process. It coordinates the entire DevOps lifecycle, linking version control and task tracking directly to automated testing and final software delivery. The system covers a broad range of operational capabilities, including continuous integration and delivery pipelines, collaborative code review workflows, and integrated project tracking via boards and wikis. It also includes infrastructure tools for role-based access control, resource-intensive request proxying, and the orchestration of reproducible test environments.

OneDev is a self-hosted, unified development platform that integrates Git repository hosting, issue tracking, and continuous integration and deployment (CI/CD) into a single system. It provides a comprehensive environment for managing the entire software lifecycle, allowing teams to coordinate code reviews, track development tasks, and automate build pipelines through a centralized interface. The platform distinguishes itself by offering browser-based, containerized development environments that allow developers to access and edit project files directly on the server. Its build system utilizes a directed acyclic graph to model complex, multi-step workflows, which can be executed across distributed infrastructure using remote agents. These build processes are highly flexible, supporting reusable templates, artifact promotion, and the provisioning of ephemeral services like databases during the execution lifecycle. Beyond its core automation capabilities, the platform includes robust project management tools featuring hierarchical permission inheritance and granular role-based access control. It supports collaborative development through advanced code review features, such as inline diff annotations and configurable approval policies. The system is designed for scalability and reliability, offering options for high-availability deployments, external database connectivity, and container orchestration within Kubernetes environments.

Gitea is a self-hosted service designed for managing version control repositories, project issue tracking, and software artifact distribution. It provides a collaborative platform that enables teams to host their own source code, manage development tasks through integrated project boards, and store container images or language-specific packages within a unified environment. The platform distinguishes itself through a built-in automation engine that executes continuous integration and delivery pipelines directly triggered by repository events. It utilizes a background task queue to manage asynchronous operations and interacts directly with the file system for repository storage, ensuring data integrity while maintaining a lightweight footprint. Administrators can oversee the entire instance through a web-based dashboard or via programmatic access to system metadata and configuration. The application architecture supports modular expansion through a plugin-based extension system and processes requests through a middleware-driven pipeline. It is designed for flexible deployment, allowing users to compile the source code into a single executable binary that includes all necessary frontend assets and configuration defaults.

This project is a project management platform that serves as a centralized digital workspace for organizing team tasks and synchronizing development workflows. It functions as a development workflow orchestrator, providing a unified interface that connects disparate engineering tools to streamline team coordination and maintain visibility over ongoing technical projects. The platform distinguishes itself through a relational entity graph that stores data as a network of interconnected nodes and edges, enabling complex querying of relationships between tasks and repositories. It maintains consistency across multiple user sessions using persistent bidirectional connections for real-time synchronization, while ensuring a responsive interface through optimistic updates that reflect user actions immediately. Security and integration are managed through a centralized authorization layer that enforces granular role-based access control and an event-driven system that processes asynchronous updates from external services. The system supports the full software development lifecycle by coordinating technical tasks, milestones, and agile tracking of features and bug fixes. It utilizes a modular plugin-based architecture to translate diverse third-party API schemas into a unified internal format, facilitating cross-platform collaboration and the integration of external code repositories into a single shared environment.

Focalboard is a self-hosted project management tool designed for tracking tasks and organizing workflows on private infrastructure or local hardware. It functions as a cross-platform collaboration solution, providing a unified environment for distributed teams to manage data while maintaining full control over security and storage. The platform distinguishes itself by offering both a server-based deployment model and a standalone desktop productivity application. By packaging web-based tools into native shells, it enables reliable offline access and a dedicated workspace for individual users. The system ensures data consistency across multiple clients through real-time synchronization and maintains predictable state transitions using a centralized, immutable data store. The application is built on a component-based architecture that manages local view logic and data binding. It supports various deployment environments, including local hardware and containerized setups, and provides a standard interface for interacting with core business logic. The project includes integrated testing suites to verify code integrity and system stability.