DeepFeather
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REPLACEMENT BRIEF

dev tools

Can AI replace Linear?

EDITORIAL ANSWERKINDACurated prompt

Issues, statuses, and a fast list is a buildable tracker — the data model is a table. The product's moat is the engine underneath: sub-100ms sync, real-time multiplayer, native apps, and two-way integrations that make it the source of truth — the performance and the polish, not the tickets.

Local SQLite issue tracker with prefixed IDs, statuses, priorities, labels, a drag board, rolling two-week cycles, a command palette, and a script that pulls GitHub issues in.

Build the personal version →

AT A GLANCE

price
$10/mo
listed annual price
$120/yr
replaceable scope
Local SQLite issue tracker with prefixed IDs, statuses, priorities, labels, a drag board, rolling two-week cycles, a command palette, and a script that pulls GitHub issues in.
build time
weekend
Build promptreviewed prompt · not run

the prompt

Curated prompt
Build me a personal issue tracker to replace Linear. Requirements:

- A local web app: Node + Express + better-sqlite3, server-rendered, dark, bound
  to localhost. One SQLite file I back up.
- Issues have an auto ID with a team prefix (ENG-142), a Markdown body, a status
  (backlog, todo, in progress, in review, done, canceled), a priority (urgent to
  none), labels, and a point estimate.
- Keyboard-first: c creates, s status, p priority, l labels, / searches titles,
  bodies, and comments with SQLite FTS5, cmd+k opens a command palette for all
  of it.
- Three views: My Issues, a board with drag between columns, and the current
  cycle, a two-week window with a remaining-estimate burndown. On its last
  day, unfinished issues roll forward, done ones archive.
- node scripts/sync-github.js (octokit, token and repo list in .env) pulls open
  GitHub issues in, keyed on issue number so re-runs update instead of duplicate.
- Pressing b copies a branch name (me/eng-142-short-title) to the clipboard.
- Comments and a per-issue activity log. No accounts, no telemetry, nothing
  leaves the machine except the GitHub calls.
- Out of scope: multiplayer, mobile apps, and writing back to GitHub. Skip auth
  and deploy config, this runs on my machine.
- README: how to run it, where the SQLite file lives, and the GitHub token scope.
Copy or open in an agent

The prompt stays readable first. Choose a launch option when you are ready.

$ open in your agent (prompt prefilled, you press enter) or copy it raw

what AI can build

Local SQLite issue tracker with prefixed IDs, statuses, priorities, labels, a drag board, rolling two-week cycles, a command palette, and a script that pulls GitHub issues in.

The prompt was editor-reviewed; no completed build is recorded.

The honest tradeoff

why people still pay

Teams pay for the speed and the sync — a sync engine that never makes you wait, integrations with the dev stack, and apps everywhere — because an issue tracker that lags is one engineers route around.

what you lose

real-time multiplayer and the sub-100ms sync engine

native mobile and desktop apps

two-way integrations with GitHub, Slack, Figma, and Sentry

Triage, Insights, and Linear Asks

the interaction polish that makes people actually file the issue

Start with existing software

prior art · use these instead of building, if you'd rather

PlaneOpen-source project and issue tracker with cycles, modules, and boards; the closest self-hosted Linear analogue.↗HulyOpen-source all-in-one platform whose tracker module is an explicit Linear alternative.↗

EVIDENCE LEDGER

What this page can prove

The verdict judges replaceability. The evidence level records what DeepFeather actually checked.

Read the methodology →
evidence level
Curated prompt

The prompt was editor-reviewed; no completed build is recorded.

replacement boundaryLocal SQLite issue tracker with prefixed IDs, statuses, priorities, labels, a drag board, rolling two-week cycles, a command palette, and a script that pulls GitHub issues in.

known limits · real-time multiplayer and the sub-100ms sync engine; native mobile and desktop apps

editorial reviewreviewed

BUILD FEEDBACK

Did you try this build?

Report the outcome. Submissions enter a manual evidence queue and never auto-upgrade the verdict.

Todoist
$7/mo · tasksYESNotion
$12/mo · notes & knowledgeKINDAMotion
$34/mo · tasks & calendarKINDA

questions

Can AI replace Linear?

Possibly for a narrower core workflow, but this catalog judgment is not a verified build. Expected gaps include: real-time multiplayer and the sub-100ms sync engine, native mobile and desktop apps. Validate the prompt against your own acceptance criteria before committing.

How much does Linear cost?

Linear is listed at about $10/month (Basic, checked 2026-07-30), or $120 per year. This is a pricing reference, not evidence of a completed replacement or realized savings.

What do I lose by replacing Linear?

Honestly: real-time multiplayer and the sub-100ms sync engine; native mobile and desktop apps; two-way integrations with GitHub, Slack, Figma, and Sentry; Triage, Insights, and Linear Asks; the interaction polish that makes people actually file the issue. If any of those are load-bearing for you, keep paying.

Is there an open-source alternative to Linear?

Yes — Plane (Open-source project and issue tracker with cycles, modules, and boards; the closest self-hosted Linear analogue.), Huly (Open-source all-in-one platform whose tracker module is an explicit Linear alternative.). Using prior art is also a valid exit; the prompt is for when you want it exactly your way.