Jira vs Linear

Pick Linear if you are one product organisation, everyone in the tracker is building the same thing, and you would rather accept somebody else's opinion about how issues, cycles and projects should work than design your own. The speed difference is real and it compounds. Engineers file issues in Linear that they would have skipped in Jira, which is a better argument for it than any feature list.

Pick Jira the moment the tracker has to serve people who are not engineers. Support wants a different workflow. Compliance wants a field that cannot be edited after transition. Finance wants a project that nobody outside finance can read. Jira does all of that with configuration; Linear mostly does not, on purpose.

The honest failure mode for each is well documented. Jira's is a workflow scheme that grew for six years and now nobody will touch. Linear's is the day a second, differently shaped team joins and discovers that the opinionated defaults were opinions about somebody else's process.

Linear ships an in-product migration assistant that imports from Jira, Asana, Shortcut and GitHub without touching a CLI, plus a CSV route and an open-source importer package. Throughput is high enough that the copy itself is not the problem: teams report thousands of issues moving in hours, not days.

The problem is shape. Jira epics generally land as Linear projects, and Jira sub-tasks generally land as standalone Linear issues, so deeply nested hierarchies arrive flatter than they left. Original creation and modification dates do not carry over, which matters if you were relying on them for anything more than nostalgia. Linear also supports a two-way sync so you can run both while the team decides, which is the sane way to trial it.

Going the other direction, Linear to Jira, is materially harder and mostly a CSV exercise. Budget for that asymmetry before you switch, not after.

Both of these products are trackers. They are very good at holding the record of work and neither of them does any of it. If what actually hurts is not where the tickets live but that there are more tickets than people, that is a different problem and a different kind of tool.

Polaris is an all-in-one workspace where AI workers sit on the roster next to humans. Humans and agents are rows in the same members table, so assigning a task to an AI worker uses the same flow as assigning it to a person. A cloud machine wakes for the task, runs a live tool loop with web search, ticks its own acceptance criteria, and posts the result as a comment on the task with any files it produced. The agent never marks work done; a human closes it. The software is free with no seats, and billing is roughly two dollars per human-equivalent hour delivered, itemised on a work log you can challenge line by line. It is in free public beta, with no customers to point at yet.

Relevant to this comparison specifically: Linear, GitHub and Slack are all in the Polaris connections catalog, so a team that has just settled on Linear does not have to unsettle anything to give an AI worker access to it.