Linear AI

Linear is an issue tracker built for software teams, best known for its speed and a deliberately opinionated workflow around issues, cycles (sprints), and projects. It competes directly with Jira and GitHub Issues, but trades Jira’s endless configurability for a fast, keyboard-first experience that engineering teams tend to prefer. It was founded in 2019 and is used by teams at companies like Vercel, Ramp, and many venture-backed startups.

Linear’s AI layer sits on top of that structure rather than replacing it. It can summarize long issues and project updates, suggest issue titles and labels, help triage incoming bug reports, and turn a Slack message into a properly formatted issue. The company has also been building toward AI agents that can be assigned issues alongside human teammates.

Key Features

• Cycles, projects, and roadmaps with a fast keyboard-driven UI
• AI summaries for long issues, threads, and project updates
• Issue triage assistance with suggested labels and assignees
• Create issues directly from Slack messages
• Git branch and PR linking with GitHub and GitLab
• Sub-issues, dependencies, and SLAs for support workflows
• Integrations with Figma, Sentry, Zendesk, and Intercom

Pricing

• Free: Core features, limited to 250 active issues and 2 teams
• Basic (~$8/user/month): More issues and teams, admin roles
• Business (~$14/user/month): Linear Asks, advanced integrations, more AI usage
• Enterprise: SSO/SAML, advanced security, custom contracts

Best For

Product and engineering teams at startups and scale-ups who want a fast, focused issue tracker and are happy to adopt Linear’s built-in workflow rather than configure their own.

Limitations

Linear’s opinionated model is a poor fit for teams that need heavy custom fields, complex approval chains, or the deep reporting that Jira and enterprise PM suites provide. The AI features are helpful add-ons rather than a standalone reason to adopt the tool, and non-engineering departments may find the workflow too developer-centric.