Linear
Linear is a product development system that embeds AI agents into planning, triage, coding, and code review for engineering teams.
If your team is moving toward agents that triage, code, and open PRs, Linear is the most complete fit we've reviewed: Triage Intelligence routes issues before an engineer opens them, coding sessions run and test code in a cloud environment, and structural diffs keep a human on review. Business at $16 per user/month billed annually unlocks those AI features; Free and Basic at $10 per user/month billed annually do not. The tradeoffs are real: AI credits are charged on top of paid plans for coding sessions and Loops, and Jira still wins on customization for non-engineering workflows.
Verified 1h ago · liveness 83/100 · cite: rightaichoice.com/tools/linear
- Engineering teams adopting AI agents in triage, coding, and review
- Product teams wanting fast, opinionated planning with roadmaps and analytics
- Organizations standardizing on Claude Code, Codex, and Cursor
- Teams migrating from Jira and willing to trade customization for speed
- Non-engineering departments like marketing or HR that need heavy custom fields
- Teams that only want a simple task tracker and no AI features
- Enterprises needing SAML, SCIM, or HIPAA outside a custom annual Enterprise contract
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Skip Linear if you need a highly configurable tracker with custom fields per department rather than a system that assumes software product workflows from intake through review.
Coding sessions and Loops each require AI credits on top of your subscription, even on Business at $16 per user/month billed annually.
Linear's paid tiers start at $10 per user/month billed annually and $16 per user/month billed annually for the AI tier, which sits under Jira's typical enterprise spend but above lightweight trackers like Trello. The Business tier is the real floor for agentic workflows since Triage Intelligence, Code Intelligence, Insights, and Loops are Business-only. A 20-person team on Business pays roughly $3,840 a year before AI credits for coding sessions and Loops. Teams below 10 people can often stay
In short
Linear — Linear is a product development system that embeds AI agents into planning, triage, coding, and code review for engineering teams. Best for Engineering teams adopting AI agents in triage, coding, and review, Product teams wanting fast, opinionated planning with roadmaps and analytics, Organizations standardizing on Claude Code, Codex, and Cursor. Free to start; paid plans from $10/user/mo.
What's new in Linear
Checked todayAcross the latest 5 updates: 3 feature updates and 2 news mentions.
New controls for Linear coding agent
Coding sessions add adaptive routing between faster and default reasoning models, environment secrets for private dependencies, and open-weight GLM support selectable from workspace settings.
Linear reworked its CI to cut PR wait time and running costs
Linear rearchitected its CI as a system — infrastructure, scheduling, and parallelized tests — after AI coding made CI a bottleneck for PR turnaround.
Loops expand to more workspace triggers, document editing, and Slack posting
Loops now react to initiative, project, and cycle changes, can edit Linear documents, and post Slack updates. Intro Loops credits extended to Dec 31.
Priority inbox tab separates actionable notifications from the rest
A new Priority tab in the Linear inbox surfaces items needing attention so review blocks and release blockers do not get buried.
Linear passes $100 million in ARR and expands team equity participation
Linear crossed $100M ARR and is giving its team another opportunity to participate in the upside.
What people actually say about Linear — is it worth it?
We ran a structured research pass across product reviews, community discussions, and post-purchase forum threads to surface the patterns vendors won't publish themselves. Below: the recurring strengths, the hidden costs people mention most, and the cohort that consistently regrets adopting this tool.
101 mentions across 6 sources (Reddit, Hacker News, YouTube, App Store, Stack Overflow, Lemmy) · researched Aug 5, 2026.
Average across the 6 sources that answered — each source counts once, not each post.
- +Fast, keyboard-first UI that users call 'clean, light and fast'.
- +AI features like auto-triage and coding sessions are praised as future-forward.
- +Great for agentic workflows, with MCP support for tool integration.
- +Users love the simplicity and clarity compared to Jira.
- +Strong Slack integration keeps feedback loops tight.
- −Mobile app lacks many web features, like grouping by label.
- −AI-centric design can feel messy and unintuitive for human users.
- −Some users report the mobile app simply doesn't work.
- −Voiceover accessibility issues with unlabeled elements.
- −Documentation for setup (e.g., Azure) is reportedly thin.
- • Add-ons for AI usage beyond included limits
- • Mobile app feature gaps may push users to web, but no direct cost
Viability Score
How well maintained and how widely used is Linear? Built from what the vendor actually publishes (docs, changelog, tutorials, integrations, pricing), whether the site is live, and how much real users discuss it. How we calculate this
Last calculated: September 2026
How we score →Key Features
- Linear Agent that works issues end to end
- Coding sessions with configurable cloud environments
- Adaptive model routing for coding session tasks
- Open-weight model support, starting with GLM
- Environment secrets for private dependency fetching
- Triage Intelligence auto-labels and routes issues
- Code Intelligence answers from your codebase
- Structural diffs for human and agent code review
- Guided Reviews for pull requests
- Loops for scheduled and event-driven automation
- Team loops triggers on join, leave, and assignment
- Team project labels and statuses
- Project lead teams for multi-team ownership
- Durable project and initiative IDs
- Team initiatives with lead team assignment
About Linear
Linear is a workspace where engineering and product teams plan and ship software, with AI agents built into the workflow rather than bolted on. Incoming Slack threads, customer requests, and email become issues that Triage Intelligence labels and routes automatically. Agents can pick up a task and work in a secure cloud environment: the September 24, 2026 changelog describes coding sessions where Linear Agent writes and tests code before opening a pull request for your review, with adaptive routing sending simpler work to a faster model and open-weight options starting with GLM. You keep review in the loop through structural diffs for both human commits and agent output. Planning runs on initiatives, projects, cycles, documents, and roadmaps, and Loops handles recurring or event-driven automation such as onboarding messages when someone joins a team. Buying is straightforward: Free at $0, Basic at $10 per user/month billed annually, Business at $16 per user/month billed annually, and Enterprise on custom annual contracts. Business is where Triage Intelligence, Code Intelligence, Linear Insights, and Loops unlock. Coding sessions and Loops demand AI credits even on paid plans. Linear crossed $100 million in ARR in August 2026 and says more than 40,000 companies use it. It is opinionated toward software product development; teams wanting heavy custom fields for marketing or HR work will find it rigid, and Jira remains the more configurable alternative.
Behind the Verdict
Linear's pitch is a product development system built for workflows shared by humans and agents, and the last year of shipping backs it up. Intake converts Slack threads and customer feedback into issues that are routed, labeled, and prioritized, with Triage Intelligence adding labels automatically — the homepage demo shows Linear created an issue via Slack on behalf of a teammate and Triage Intelligence tagging it Performance and iOS. The agent layer is the differentiator. Coding sessions, expanded in the September 24, 2026 release, let Linear Agent set up, run, and test code in a secure cloud environment before opening a pull request; adaptive routing sends simpler tasks to a faster model and reserves the default reasoning model for harder work, and admins can pick which models are available, including GLM open-weight sessions. Loops extends automation beyond agents: as of the September 14, 2026 changelog they react to initiative, project, and cycle changes, can edit Linear documents, and post Slack updates, plus team triggers for joining, leaving, or reassignment. A Priority inbox tab added September 10, 2026 separates review blocks and release blockers from general noise. Where Linear is weakest is flexibility outside software. Projects, initiatives, and cycles assume a product-engineering shape, and non-engineering departments that need custom fields and per-team workflow automation will fight the model. Costs also stack: Business at $16 per user/month billed annually gets you the AI features, but coding sessions and Loops still need AI credits, and SAML, SCIM, HIPAA compliance, and IP restrictions sit behind Enterprise's custom annual contract. For a 10-person engineering team standardizing on Claude Code, Codex, and Cursor, the value is clear — you stop paying humans to route tickets and review trivial diffs. For a 5-person marketing team, it is the wrong tool.
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Real-world workflow fit
Concrete scenarios for the personas Linear actually fits — and what changes day-one when you adopt it.
A customer complaint lands in Slack. Linear creates the issue from the thread, Triage Intelligence labels it Performance and iOS, and the lead assigns it to Linear Agent, which runs a coding session and opens a draft PR with a structural diff.
Outcome: The issue moves from Slack message to reviewable PR without a human filing a ticket or writing boilerplate code.
The PM builds a roadmap from initiatives, projects, cycles, and documents, then uses Linear Agent to draft the project update pulling context from recent changes, with Pulse showing risk and cycle time by agent.
Outcome: The roadmap and status update exist in the same workspace the engineering team already uses, no separate reporting tool needed.
A Loops trigger fires when someone joins a team, sending onboarding information automatically, and another reruns weekly dependency checks on a schedule.
Outcome: Recurring coordination work runs without manual reminders, though each Loops run consumes AI credits.
Use Cases
- Turn a Slack thread about slow iOS startup into routed, labeled issues without an engineer filing them
- Assign a bug to Linear Agent so it writes and tests a fix before opening a pull request for review
- Route customer requests from Zendesk or Intercom into prioritized issues
- Plan a quarter with initiatives, projects, cycles, and roadmaps on one timeline
- Review agent-generated diffs inside Linear instead of switching to a separate code review tool
- Automate onboarding messages when someone joins a team using Loops triggers
- Track cycle time by agent and project risk with Pulse and Insights
- Draft project update documents with agent-assisted editing
Models Under the Hood
as of 2026-09-22
Limitations
- Linear is opinionated toward software product development, so non-engineering workflows fit awkwardly.
- The free tier caps at 250 issues and 2 teams.
- Triage Intelligence, Code Intelligence, Linear Insights, and Loops are Business-tier features, so anything below $16 per user/month billed annually misses the AI layer.
- Coding sessions and Loops require AI credits even on paid plans.
- SAML, SCIM, IP restrictions, HIPAA compliance, and granular admin controls sit behind Enterprise's custom annual contract.
- Team project labels and statuses are also limited to Business and Enterprise plans, which means growing companies on Basic cannot let individual teams define their own workflows.
as of 2026-09-29
Verification history
We have re-verified Linear 17 times since . Each pass re-reads the vendor's own pages and re-checks every listed field against that evidence; passes where nothing had changed are marked as such.
- — re-checked, vendor evidence unchanged
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
Showing the 6 most recent of 17 verification passes.
Free to cite with attribution — this page re-verifies continuously.
12-month cost
Project the real annual outlay, including the implied monthly cost when only an annual tier is published.
Vendor list price only. Add-on usage, seat overages, and contract minimums are surfaced under Hidden costs & gotchas.
Plans compared
For each published Linear tier: who it actually fits, and what it adds vs. the previous tier. Cross-reference the cost calculator above for projected annual outlay.
Free
$0/month
Ideal for
Small teams or solo developers evaluating Linear, with up to 2 teams and 250 issues to test the workflow.
What this tier adds
Starting tier: unlimited members, Linear Agent access, API and webhooks, but capped at 250 issues and 2 teams.
Basic
$10/user/month billed annually
Ideal for
Growing engineering teams past the free caps that want unlimited issues and admin roles without AI features.
What this tier adds
Adds 5 teams, unlimited issues, unlimited file uploads, and admin roles over Free.
Business
$16/user/month billed annually
Ideal for
Product-led engineering teams that actually want agents in triage, code review, and reporting.
What this tier adds
Adds unlimited and private teams, Triage Intelligence, Code Intelligence, Loops, Linear Insights, and Linear Asks.
Enterprise
Custom (annual billing only)
Ideal for
Larger organizations that need SSO, provisioning, audit logs, and vendor-supported onboarding.
What this tier adds
Adds SAML and SCIM, IP restrictions, HIPAA compliance, granular admin controls, invoice/PO billing, and priority support on an annual contract.
Where the pricing makes sense
The company stage and team size where Linear's pricing actually pencils out — and where peers do it cheaper.
Linear's paid tiers start at $10 per user/month billed annually and $16 per user/month billed annually for the AI tier, which sits under Jira's typical enterprise spend but above lightweight trackers like Trello. The Business tier is the real floor for agentic workflows since Triage Intelligence, Code Intelligence, Insights, and Loops are Business-only. A 20-person team on Business pays roughly $3,840 a year before AI credits for coding sessions and Loops. Teams below 10 people can often stay
Setup time & first value
How long it actually takes to get something useful out of Linear — broken out by persona, not the marketing-page minute.
A solo user can sign up and create a first issue in minutes on Free. A team migrating from Jira should budget a few hours using the built-in importer for issues, then longer to redefine workflows, statuses, and cycles to Linear's model. Enabling coding sessions requires admin configuration of environments and model availability, so add a day before agents are productive. Enterprise buyers needing
Switching to or from Linear
How to bring data in from common predecessors and how to get it back out — written for the switcher, not the buyer.
- →From Jira: use Linear's importer to move issues, then rebuild workflows around Linear statuses and cycles.
- →From GitHub Issues: connect GitHub and sync issues and pull request automations into Linear.
- →From Asana or Trello: import issues and re-create projects as Linear projects and initiatives.
- →From a spreadsheet tracker: bulk import issues, then layer Triage Intelligence on new intake.
- ↗To Jira: export issues and re-create workflows, accepting the loss of structural diffs and native agent sessions.
- ↗To GitHub Issues: export from Linear and keep code review inside GitHub, giving up Insights and Pulse.
- ↗To Shortcut or Height: export issues and rebuild cycles, losing Linear Agent and Triage Intelligence.
Integrations
Resources & Guides
- Documentationlinear.app
Docs · Linear
Full product docs from linear.app
- Documentationlinear.app
Start Guide · Linear
Full product docs from linear.app
- Documentationlinear.app
Import Issues · Linear
Full product docs from linear.app
- Documentationlinear.app
Projects · Linear
Full product docs from linear.app
- Documentationlinear.app
Triage · Linear
Full product docs from linear.app
- Resourcelinear.app
Changelog · Linear
Helpful link from linear.app
Tutorials & Learning
YouTube returned 6 videos for “Linear”, and we withheld 6: 6 could not be judged, because “Linear” is a single word that other videos use for other things. We are showing none, because we could not prove any of them are about Linear.
Featured Head-to-Head Comparisons
Linear vs Polycam
These two products never meet in a buying decision, and treating them as rivals would mislead you. If your problem is documenting a physical site — rooms, buildings, props, a claims scene — Polycam is the tool, and its limits are real: survey-grade accuracy belongs to FARO/Leica-class hardware and stairs still need a tape. If your problem is running software development with AI agents in triage, coding and review, Linear is the tool, and its free tier caps at 250 issues and 2 teams. Buy for the problem, not the comparison.
Linear vs Weglot
These are not competitors — you should not be choosing between them. Linear replaces your Jira-style tracker with an agentic product development system for engineering teams; Weglot bolts multilingual AI translation and SEO onto your existing website. A software team buys Linear to plan and ship; a marketing or ecommerce team buys Weglot to sell in more languages. If your shortlist has both on it, the actual decision is two separate budgets, not one pick.
Linear vs Nectar Energy
These are not alternatives — they don't compete for the same budget or solve the same problem. Nectar Energy is for facility and sustainability teams running commercial buildings on Honeywell, Siemens, or Johnson Controls systems who want automated HVAC/lighting control and streamlined GRESB/CDP reporting. Linear is for engineering teams that want AI agents embedded in issue triage, coding sessions, and code review. If you're a facility manager, Nectar Energy is your shortlist; if you're a software team, Linear is. Nobody is choosing between them.
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