How does Linear Agent work for code tasks?

Linear Agent uses AI models to understand the context of an issue, generate code changes, run tests, and create a draft pull request. It operates within 'coding sessions' that mirror a developer's workflow.

Can I use Linear with my existing Jira or Asana projects?

Yes, Linear provides one-click importers for Jira, Asana, Trello, and more to migrate your issues and projects.

What are the limitations of the free plan?

The free plan allows unlimited members but is limited to 2 teams, 250 issues, and a 10MB file upload limit. It includes the agent platform but not advanced features like Loops or Insights.

How does the 'Loops' feature handle recurring agent workflows?

Loops are automated agent workflows triggered by workspace events (like project changes). They can now edit documents and post Slack updates, functioning as always-on product management assistants.

Is my code and issue data secure on Linear?

Linear is SOC 2 Type II compliant and offers enterprise-grade security features like SAML/SSO, SCIM, audit logs, and IP restrictions. Data is encrypted at rest and in transit.

Directory/Productivity/Project Management/Linear

Linear

Linear is a project and issue tracking tool built for modern software teams. It focuses on speed, streamlined workflows, and deep integrations with development tools like GitHub and Slack. Key capabilities include issue tracking, project planning, AI-powered agent workflows, code review management, and roadmap visualization. Targeted at engineering and product teams, Linear aims to replace slower, more complex tools by providing a fast, opinionated interface that enforces best practices. It's designed for high-velocity teams that want to reduce overhead and maintain focus on shipping software.

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Added on

Sep 22, 2026

Issue trackingAI Agent platformProject planningCode reviewsGitHub integrationVisual roadmapsCustomer feedback intake

Product information

Everything worth knowing about Linear

The complete picture — from everyday features to the technical detail builders and IT folks dig for.

Core features

What it actually does

Issue Management & Project Planning

Core issue tracking with projects, initiatives, and cycles. Supports sub-issues, parent issues, and custom workflows.

AI Agent Platform & Linear Agent

Build and deploy AI agents that work as teammates. Includes coding sessions, triage automation, and multi-agent orchestration.

Intake & Customer Request Tracking

Automatically convert customer feedback from Slack, email, or web forms into prioritized, labeled issues routed to the right team.

Code Reviews & Git Integrations

Streamline PR reviews with guided feedback, clear diffs, and deep GitHub/GitLab automations. Linear Agent can draft and review PRs.

Visual Planning & Roadmaps

Align teams with strategic initiatives, visual roadmaps, and product documents directly within Linear.

Technical capabilities

Triage Intelligence & Loops

AI-powered triage rules and recurring agent workflows (Loops) that automatically manage incoming issues and workspace activity.

Linear MCP & API

Model Context Protocol (MCP) access for deep AI integration and a comprehensive GraphQL API for custom workflows.

Must watch videos

0:29

Tutorial0:29

Loops updates

Loops are recurring agent workflows for teams in Linear. They can now trigger from more workspace activity, including changes to initiatives, projects, and cycles, edit Linear documents, and post Slack updates. Learn more at https://linear.app/docs/loops

3:57

Tutorial3:57

INSPECT (2026)

A short film about Ramp’s own coding agent, now writing three out of every four PRs. Learn more at https://linear.app/customers/ramp

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Tutorial0:17

Coding environment updates

Linear Agent can now set up, run, and test your code before returning its work and automatically adapts to each codebase's configuration, with broader out-of-the-box support for Python, Ruby, Go, and more. Visit the docs for more details: https://linear.app/docs/coding-sessions

Who uses it

Real use cases, no hype

Agile Software Development

Plan sprints, track bugs, and ship features with a streamlined, code-first workflow.

Product Roadmapping

Align engineering and product with high-level initiatives and clear project milestones.

AI-Powered Coding Sessions

Delegate complex coding tasks to AI agents that can draft PRs and manage issues end-to-end.

Customer Feedback Triage

Automatically ingest and prioritize issues from support tools like Intercom or Zendesk.

Engineering Team Operations

Manage on-call rotations, incident response, and cross-team collaboration with structured cycles.

What's great

Blazing fast, opinionated UI for maximum developer velocity
Seamless GitHub/GitLab automations and issue tracking
Powerful built-in AI agents for coding and triage
Excellent cycle and initiative planning features
Rock-solid keyboard shortcuts and local-first performance

Technical strengths

GraphQL API for deep custom integrations
Atomic, consistent design system across web and mobile

Where it falls short

Strict opinions can feel rigid if you need custom workflows
Limited native integrations outside core dev tools (Slack, GitHub)
Pricing jumps sharply for advanced features like Loops and Insights
Steep learning curve for non-technical stakeholders

Technical limitations

Advanced reporting and analytics locked to Business tier
No self-hosted or on-premise option available

For technical folks

The deep-dive specs

FAQ

Includes technical Q&A

Linear is built for 'opinionated software development'—it enforces best practices like clear issue ownership, minimal status proliferation, and tight Git integration to reduce overhead and keep teams moving fast.