Task and project management comparison
Autessa Vision vs Linear
Linear is the fast, opinionated tracker product teams love, with an MCP server on every plan. Autessa Vision is just as keyboard-first and goes further on planning: Triage Intelligence suggests who and what for one issue, while Vision’s Auto-triage plans the whole queue into a sprint and shows each person’s load before you commit.
Side by side
Autessa Vision and Linear, compared
Planning, AI and the platform around it: what comes with Vision on Autessa.
| Capability | Autessa Vision | Linear |
|---|---|---|
| AI plans the whole queue into a sprint, within capacity | Included | Triage suggestions, Business and up |
| Per-person load before and after the plan | Included | Team capacity dial |
| Sprint review that decides where unfinished work goes | Included | Automatic rollover |
| Plain-language edits with a before and after preview | Included | Not listed |
| Meeting notes to up to 20 tasks, with owners and dates | Included | Varies by plan |
| Rich notes with /page to create linked tasks | Included | Varies by plan |
| Full headless access (Autessa MCP) | ✓ | Own MCP, read and write |
| 100% customizable, code and all (Autobot) | ✓ | Public API on all plans |
| Same platform as your HR, CRM and IT desk apps | Included | Via integration |
| Kanban boards with custom columns | ✓ | ✓ |
| Triage queue for new work | ✓ | ✓ |
| Sprints or cycles with progress tracking | ✓ | ✓ |
| Keyboard-first, with a ⌘K command bar | ✓ | ✓ |
Based on publicly available information as of November 2026. Product names are trademarks of their owners.
Where Autessa wins
Why teams choose Vision over Linear
From suggestions to a plan
Linear suggests an assignee and labels as issues arrive. Auto-triage proposes sprint, owner, priority, project, points and labels for the entire queue, kept within capacity.
See who gets overloaded first
Linear’s dial shows the team’s capacity. Vision shows each person’s load before and after the plan, so you rebalance before the sprint starts.
A strong MCP, and a wider one
Linear’s MCP is excellent for finding and updating issues. The Autessa MCP gives an agent all of Vision, from sprint planning to AI project updates, under the same access as the person using it.
Opinionated until you say otherwise
Linear’s workflow is a large part of its appeal, and the API is how you extend it. Autobot lets you change how Vision works, such as a new estimate rule or view, from a plain-language request.
Getting started
Moving a team from Linear to Vision
Create a board per team, recreate your workflow states as columns, and paste open issues into New with AI in notes mode. Task keys like ENG-432 are derived from the board name.
FAQ
Vision and Linear: questions
Is Autessa Vision similar to Linear?
Both are fast, keyboard-first trackers with triage, projects and AI. Vision adds AI auto-triage within capacity, a one-step sprint review and page-aware agents.
Does Vision have Linear-style keyboard shortcuts?
Yes. ⌘K command bar, C to create, J/K to move, P/A/S pickers, V to switch layout and G-then-key navigation.
Does Vision have project updates like Linear?
Yes. Write update drafts an On track, At risk or Off track update from the project’s tasks, which you can post to its thread.
Can I change how Vision works?
Yes, including the code. Autobot makes the change from a plain-language request, so a new field, rule or view does not wait on a roadmap.
Does Vision have an MCP server like Linear?
Yes. The Autessa MCP gives Claude, Cursor and other agents full headless access to Vision, including triage, sprints and projects.
100% customizable, code and all
Make Autessa Vision fully your own.
Use it out of the box, then change anything. Ask Autobot, Autessa’s AI builder, for a new field, screen, report, workflow or agent and it builds it into your copy of the app. Or open the code and edit it yourself. Nothing is locked: the app, its data and its code are yours.
Start free and make it yours