What it is
Linear tracks issues, sprints, and roadmaps with a keyboard-first interface that reviewers consistently describe as faster than the project-management tools they left. The AI agent automates task creation, triage, and code-review summaries by reading project context across GitHub, Slack, and the issue backlog. Built as a hybrid system — the agent layer sits on top of a proprietary issue-tracking engine. The recurring user is the software developer or product manager who wants to spend less time in the tracker and more time shipping.
At a glance
Linear offers real workflow automation (cycles, triage, roadmaps, AI agent task orchestration), deep integrations with tools teams already use (Slack, GitHub, Intercom, Figma, Claude MCP), and a keyboard-first UX that reviewers consistently describe as faster than Jira or GitHub Issues. The AI agent feature lets you delegate tasks and maintain context across sessions, which multiple reviewers cite as a productivity unlock.
Strong evidenceQuality score
Linear Fast, keyboard-first issue tracking for technical teams, with lighter reporting and customization.
This score is our editorial judgment, computed automatically from the sources, weights, and dates shown above. It reflects the data we could verify as of October 25, 2026, not a guarantee or statement of fact about Linear. Third-party ratings and quotes belong to their original platforms and authors. Thin data lowers our confidence label, and we say so instead of guessing. Work on Linear? Dispute any datapoint and we will review it, publish your response, and correct verified errors.
Plans
250 issues on free; unlimited issues from $10/user/mo
Based on 18 classified review complaints about rate limits, credits, and billing.
Community feedback
Ratings and quoted comments below are aggregated from third-party sources and reflect those users' views, not SearchTools.ai's.
themes inside the Sentiment pillar — not score ingredients
“We're a small dev team (3 engineers + a UX designer). I wanted to see how far we could push Linear as the actual control plane for an AI coding agent. I love that Linear issues can serve as a centralized brain for both developers and LLMs to read/write from. I was having Claude Code go into plan mode, post the plan to the Linear issue for us to edit, then start a fresh session, have it read the issue and implement it. At first I used OpenClaw to check the Linear board every 30 minutes and pick u”
“The mobile app is absolutely abysmal. Apart from the weird iOS UI pattern of the back button being located at the bottom of the screen, you can’t edit Project Overviews or Initiatives. Has Linear ceased working on the mobile app? It seems abandoned. Does the API make it possible to build your own?”
“I switched from GitHub Issues to Linear a while ago and it stuck. It turned into the backbone of how I work: I write my PRDs in Linear, break them into issues with dependencies, and my AI agents work those issues slice by slice and write status and results back. The issues are the durable memory between agent sessions. An agent reads the issue to know where it left off, instead of me re-feeding it a huge context every time. That workflow means my agents touch Linear constantly, and two costs sho”
“Avid fan of Linear here. Very interested to know whats next on the Linear roadmap. Docs implementation was a huge win, and the reviews are also an incredible feature. Will we be able to run actions from linear in future?”
“Got tired of paying $20+/month for simple customer feedback forms that create Linear issues (and share public linear boards/views), so I'm building linear.gratis - completely free and open source. It's currently in very early stages so any contributions are definitely welcome. The idea so make linear.gratis a suite of customer facing linear extensions. This is because as much as I absolutely love linear and use it daily, I find that this is use case is one the unfortunate weaknesses atm (first h”
“Hi Linear team, I want to file a formal complaint about how our account was handled. We're a startup that migrated our entire task management and backlog into Linear after activating a 6-month Perk plan. This morning, without any notice, authorization, or action on our part, our workspace was deleted and our plan was silently downgraded to Free. Deleting a paying customer's workspace and wiping their data with no warning is not an acceptable way to treat user data. There was no advance email,”
“Linear brags about "god-tier design," but they literally trap your data. I deleted my workspace and now I’m stuck in a permanent redirect loop. The app won't let me access my own profile settings to delete my account unless I'm "in" a workspace. So my email just stays in their database forever unless I beg support to delete me? Total bullshit. 1 star for making it impossible to leave.”
“I'm amazed by the simplicity and convenience Linear provides, especially the price point for the free and paid tiers versus what other similar companies provide. I'm using the free version, but it has all the functionality I need to get work done, compared to Jira/Atlassian, which has most of the basic features under expensive subscription models. I'll definitely be willing to pay for the subscription if my team grows larger or recommend companies start using this over other competitors.”
“Onboarding with Linear is near-instant, and the daily user experience is incredibly smooth. I’m a huge fan of the clean, focused interface and how seamlessly it integrates with Slack and GitHub. It’s exceptionally reliable—performance is snappy, and bugs are a rarity. While I’d love a bit more flexibility for custom workflows, I suspect that’s already on their roadmap. Highly recommended for teams that value speed.”
“What's the point if you can't even log in: Used to work but after one of the updates the app gets stuck at the sign in screen. Even reinstall did not help. Lame”
“Buggy App, Loses Data: The desktop and web Linear experiences are good, but the iOS app is not. Instead of inline editing of issue text that syncs automatically, editing an issue requires opening a separate dialogue, and the results are not saved until you upload it. I’ve lost so much data because of this, especially when I have a spotty connection, like on the subway, or when navigating away and reopening the app. Sometimes the upload button just times out, and you have to pray that your work d”
“Absolutely terrible: Crashes constantly when opening any issue. Switched to using the web app”
“Honestly, not much. Linear manages to feel nimble and intuitive while offering a huge depth of functionality, which is a really hard trick to pull off. That's the niche it's conquered. And if you need more functionality, there's Jira. I don't think there's any one feature that would make a difference.”
“Linear brags about "god-tier design," but they literally trap your data. I deleted my workspace and now I’m stuck in a permanent redirect loop. The app won't let me access my own profile settings to delete my account unless I'm "in" a workspace. So my email just stays in their database forever unless I beg support to delete me? Total bullshit. 1 star for making it impossible to leave.”
“The mobile app is absolutely abysmal. Apart from the weird iOS UI pattern of the back button being located at the bottom of the screen, you can’t edit Project Overviews or Initiatives. Has Linear ceased working on the mobile app? It seems abandoned. Does the API make it possible to build your own?”
“I've used Jira at 6 different companies in the past. My current job uses Linear . Jira is slow, there are times where it's hard to find a certain action and other actions you don't ever want to use get repeated throughout the app. Linear isn't a magic bullet, it's just consistently better than Jira in design and performance all throughout. They also have some pretty sweet integrations with third party apps (which keep in mind Jira has too) but feels less like an afterthought and more of an i”
A composite of the quality dimensions weighted by mention volume, then capped by predator / abuse-detection rules.
Watch & learn

Can an AI Agent Refund $1,200 Without Permission? - Aaron Tainter | init() 2026
WorkOS9 days ago
Capabilities
Plans, tracks, and coordinates project tasks, timelines, and team progress
Organizes, prioritizes, and tracks your to-dos and tasks to completion
Automates multi-step processes and routes tasks across your tools and team
The honest take
Distinct themes surfaced across 4.2K reviews from 6 sources — each grounded in real review text, ranked by how often it comes up.
Questions
Linear is an issue tracking and product planning platform where AI agents work directly alongside human teams on tasks like triage, code reviews, and planning. It consolidates workflows for planning, issue tracking, customer feedback, and code reviews into a single system designed specifically for product development teams, with integrations for Slack, GitHub, and support tools.
Linear Agent functions as an AI teammate that can be directly assigned issues just like a human team member. It can draft PRDs, create sub-issues, group items by priority, write and test code in secure cloud environments through Coding Sessions, and open pull requests for review. The agent responds to natural language queries and can handle complex tasks end-to-end.
Linear offers a free plan with unlimited members, 2 teams, 250 issues, and access to the Agent platform and Linear Agent. Paid plans start at $10 per user per month (billed annually) for the Basic tier with 5 teams and unlimited issues, and $16 per user per month (billed annually) for the Business tier with unlimited teams and advanced features like Triage Intelligence and Linear Asks.
Triage Intelligence is a feature that automatically routes, labels, and prioritizes incoming issues to the appropriate team. It's available on the Business plan ($16 per user per month billed annually) and Enterprise plans, but not on the Free or Basic tiers.
Linear handles customer feedback through Linear Asks, which supports intake from Slack, email, and web forms. The Triage Intelligence feature then automatically routes, labels, and prioritizes these incoming issues for the appropriate team, consolidating customer conversations into actionable work items.
Loops are recurring agent workflows that automatically respond to workspace activity including changes to initiatives, projects, and cycles. They can edit documents and post updates to Slack, providing automated responses to events in your workspace. Loops are available starting with the Basic plan.
Linear's Reviews feature surfaces code diffs, pull request status, and GitHub integration directly within the Linear interface. It supports stacked pull requests and guided reviews, allowing teams to review code without switching to GitHub, with all context available in one place.
Linear is available as a web tool and has an iOS app. The platform also provides API and webhook access, plus MCP (Model Context Protocol) access for agent workflows.
Linear integrates with Microsoft Teams, Slack, GitHub, Salesforce, Zendesk, and Intercom. Zendesk and Intercom integrations are available starting with the Business plan, while other integrations are available across different tiers.
The Business plan ($16 per user per month) includes unlimited teams, Triage Intelligence, Code Intelligence, Linear Insights, and support tool integrations. The Enterprise plan adds SAML and SCIM, invoice billing, granular admin controls, advanced org modeling, migration support, priority support, and dedicated account management, with custom pricing and annual billing only.
Linear Agent can write and test actual code in secure cloud environments through Coding Sessions before opening pull requests. This goes beyond just planning—the agent can execute complete development tasks including writing code, testing it, and submitting it for human review.
More Like This