Comparisons usually pretend two products are fighting for the same square of your screen. These two mostly aren’t. **Linear** is a fast, opinionated issue tracker for software teams — one of the best there is at that job. **Integrity** is an AI-native workspace where notes, tasks, canvas, documents, and meetings are all the same underlying thing: nodes in one tree.

They overlap on tasks and projects, so the comparison is fair to make. But their centers of gravity are different. Linear is built to move an issue from _filed_ to _shipped_ as fast as possible. Integrity is built to keep the whole thread of your thinking in one place — from the first messy line to the plan, the spec, and the thing you build. Pick the wrong center of gravity and either tool feels like it’s fighting you. So this piece is less “which is better” and more “which one is actually about the work you’re doing.”

## What each tool is really for

Linear calls itself “the system for modern product development,” and that’s an honest label. It’s organized around a tight set of primitives: **issues**, **cycles** (time-boxed sprints), **projects** and **initiatives** (roadmap), plus **insights**, customer requests, and Linear Asks for turning workplace requests into issues. Everything is tuned for speed and for the rhythm of an engineering team shipping on a cadence. The opinionated smallness is the point — there aren’t fifty ways to do anything, and that’s why teams love it.

Integrity starts from a different premise: **everything is a node in one tree.** A sentence, a heading, a task, a canvas card, a document, a meeting — all the same kind of object, all addressable. That single decision is what makes the rest possible:

- **Outliner.** Every line is a node. Nest it, drag it, turn it into a heading or a task. A thought doesn’t have to be born as an “issue” or a “doc” — it’s just a node, and it can become either later.
- **Canvas.** Arrange nodes spatially, connect them, drop sticky notes. The same nodes you wrote as an outline can be laid out and linked as a map.
- **Databases via supertags.** Tag a node and it becomes a row in a board, a table, or a timeline — the _same_ node seen through different views. Change it in one view and the others update, because there’s only one node underneath.
- **Meetings that stay in the tree.** Record with a live transcript; your sparse notes become scaffold and the AI writes them up clean. The meeting is itself a node you can reference months later.

That’s the real split. Linear gives a software team a razor-sharp surface for one job. Integrity gives you one substance for _all_ the thinking around the work — and then lets tasks live in it too, rather than exiling them to a separate app.

## The comparison at a glance

|  | Integrity | Linear |
| --- | --- | --- |
| Center of gravity | Thinking + building across notes, tasks, canvas, docs, meetings | Issue tracking and shipping for software teams |
| Core model | Everything is a node in one tree | Issues, cycles, projects, initiatives |
| Tasks / projects | Tasks and boards via supertags (same node, many views) | Purpose-built issues, cycles, velocity, roadmap |
| Documents & notes | First-class — the same nodes as everything else | Supporting docs alongside issues |
| Canvas / spatial | Yes — arrange, connect, sticky notes | No spatial canvas |
| Meetings | Record, live transcript, AI-written notes as a node | Not a meeting tool |
| What the AI produces | Editable artifacts (plans, decks, databases) as nodes | Issue triage, planning, and code — writes and ships PRs |
| Publishing | Publish a page to the web with analytics | No web publishing (view-only share links only) |
| Real-time collaboration | Yes — live CRDT collaboration | Yes — real-time by design |
| Integrations | Telegram, MCP connections | Deep engineering stack (verify on Linear’s site) |

A note on that table: I’m describing Linear’s shape, not grading it down. Its narrowness is a feature. The blanks in Linear’s column aren’t failures — they’re things Linear deliberately doesn’t try to be.

## Where the AI goes in opposite directions

Both tools shipped serious AI in 2026, and the difference between them is the clearest illustration of the split.

**Linear Agent**, launched in March 2026, works inside product context to triage and craft issues, projects, and documents. Its most striking capability is **coding sessions**: the agent can read an issue and its discussion, investigate the codebase, write the code, and open a pull request — running in the cloud and backed by Claude Code and Codex. That is a genuinely powerful, tightly-scoped idea. The AI’s job is to move an _issue_ toward _shipped code_. It lives on the rail from backlog to pull request, and it’s very good at staying on that rail.

**Integrity’s AI** lives in the workspace and reads across the whole tree — your notes, documents, and canvas — then **builds real, editable artifacts** as nodes. Ask it to turn scattered sketches into a plan, a deck, or a database, and it produces the actual thing you keep editing, not a paragraph describing it. It’s not trying to write your pull request. It’s trying to turn the mess _before_ the work into structured, editable material.

So: Linear’s AI is aimed at the end of the pipeline — code out the door. Integrity’s is aimed at the front — thought turned into artifacts. Neither is a watered-down version of the other; they’re pointed at different parts of the same day.

## Pricing, honestly

Linear’s pricing is public and clean. The **Free** plan is $0 with unlimited members but a cap of **250 issues and 2 teams** — fine for a small project, tight for a growing one. **Basic** is **$10 per user/month** (billed yearly) and lifts you to unlimited issues and up to 5 teams. **Business** is **$16 per user/month** (billed yearly) and adds unlimited teams, private teams and guests, plus the higher-end AI and analytics — Triage Intelligence, Linear Insights, and Linear Asks. **Enterprise** is custom-priced, annual billing only, and brings SAML, SCIM, and enterprise admin controls.

The thing to notice isn’t a dollar figure — it’s the shape. Linear prices per seat for a team standardizing on one workflow. If you’re an engineering org, that’s exactly right. If you’re one person or a small cross-functional group whose work is 60% thinking and 40% tasks, paying per seat for issue-tracking depth you won’t use is the wrong fit — not because Linear is expensive, but because you’d be buying the wrong center of gravity. (Check Linear’s pricing page before you buy; plans and limits change.)

## Who should pick which

**Pick Linear if** you’re a software team and the beating heart of your work is the issue: you plan in cycles, you live on a roadmap, you want velocity insights, and you’d love an agent that can pick up a triaged bug and open a PR. Linear is faster and more opinionated at this than a general workspace will ever be, and you should use the tool that’s sharp exactly where you spend your day. Integrity isn’t trying to out-track Linear here, and I won’t pretend otherwise.

**Pick Integrity if** your tasks are inseparable from everything around them — the research notes, the whiteboard, the meeting where the decision got made, the plan the tasks came out of. If you’re tired of the thread breaking every time an idea has to jump from your notes app to your whiteboard to your tracker to a chatbot that can’t see any of it, one tree where all of that is the same node — and an AI that can read and build across it — is the point. It handles tasks well; it just refuses to make them the only thing you can do.

**Use both if** you’re an engineering team that also does a lot of upstream thinking. Let Linear own the backlog and the ship rhythm; let Integrity hold the research, the specs, the meeting notes, and the plans the issues are born from. They meet at the task and part ways after it.

The honest verdict is that there’s no loser here. Linear is excellent at a narrow, important job. Integrity is betting on a broader one: **keep the thread — one tree** **for everything you think.** Figure out which sentence describes your actual day, and the choice makes itself.

## Frequently asked

### Is Integrity a Linear alternative?

Only partly. If all you want is issue tracking with cycles and a roadmap for a software team, Linear is the sharper tool and Integrity isn't trying to beat it there. Integrity is an alternative when your tasks are tangled up with notes, meetings, and thinking that a pure issue tracker forces you to keep somewhere else.

### Does Linear have AI that writes documents like Integrity does?

Linear's AI is built around the issue: Linear Agent can triage, plan, and — through coding sessions — actually write code and open a pull request. It's aimed at moving an issue toward shipped code, not at building free-form documents, decks, or databases out of your notes. Integrity's AI builds those editable artifacts as nodes in your workspace.

### Can Integrity do cycles and sprint planning like Linear?

Integrity has tasks, boards, tables, and timelines through supertags, so you can run a lightweight board. But Linear's cycles, velocity, and roadmap tooling are purpose-built and more opinionated. If sprint mechanics are the center of your process, Linear does that better.

### Can I use both?

Plenty of teams would. Linear runs the engineering backlog; Integrity holds the thinking around it — the research, the meeting notes, the plans and specs the issues come from. They overlap on tasks, but their centers of gravity are different enough to coexist.

Keep the thread — try Integrity.