Engineering Project Tracking Tools Compared
When your engineering team is three people, a shared list and a group chat feel like enough. By the time you are six or eight, bugs slip through, nobody is sure what ships this week and the founder spends evenings asking "is this done yet?" This guide compares three popular engineering project tracking tools, Jira, Linear and Shortcut, and shows you how to pick one, set it up in an afternoon and keep it tidy all year.
Key takeaways
- Jira, Linear and Shortcut all handle issues, boards, sprints or cycles and roadmaps, but they differ in how much setup and structure they expect.
- Pick the tool your engineers will actually update every day. A simpler tool used well beats a powerful one nobody trusts.
- Score each option on the same five or six criteria, and run a two-week trial with real work before you commit.
- Keep the workflow small at the start: a handful of statuses, a few labels and one clear place for bugs.
- Features and pricing change often, so check each vendor's current plans, limits and privacy policy before you sign up.
Mid-January is a natural moment for this decision. Planning for the new year is fresh, the backlog from the holidays is waiting, and moving tools before your first big spring release is far easier than moving in the middle of it. If your team is still running engineering work out of a spreadsheet, a chat channel or a general task app, this comparison will help you choose a dedicated tracker with confidence.
A quick note: this is a practical overview, not a ranking. We have not tested every plan, and vendors update features and prices regularly. Use the comparison to build a shortlist, then check each tool's current website and run your own trial.
What an engineering tracker needs to do
General task apps are fine for marketing calendars and event planning. Engineering work has a few extra needs, and those needs are what separate a real engineering tracker from a to-do list.
- Issues with structure. Each piece of work needs a title, a description, an owner, a status, a priority and a link to the bigger goal it belongs to.
- Bugs and features in one place. You want one list where a support request, a bug and a planned feature can be compared and prioritized side by side.
- Time boxes. Most teams work in sprints or cycles of one to three weeks. The tool should make it easy to plan a cycle, see what slipped and roll it forward.
- Links to code. Engineers should be able to connect an issue to the branch or pull request that fixes it, so status updates happen with less manual typing.
- A roadmap view. Founders, sales and support need to see what is coming in the next few months without reading every ticket.
- Search and reporting. You should be able to answer "how many open bugs do we have?" and "what did we ship last month?" in seconds.
If a tool covers all six well and your engineers like using it, you have a strong candidate. If it covers five brilliantly but feels slow or fussy, expect people to quietly go back to chat messages.
Jira, Linear and Shortcut at a glance
All three tools are widely used by software teams and all three can run a small startup's engineering work. The differences are mostly about philosophy: how much the tool decides for you and how much you configure yourself.
Jira
Jira, from Atlassian, is one of the most established engineering trackers. It is known for deep configuration: custom issue types, custom fields, detailed workflows, permission schemes and a large marketplace of add-ons. It supports both Scrum boards with sprints and Kanban boards with continuous flow. It also pairs naturally with Confluence, Atlassian's documentation tool, if you want specs and tickets in the same family.
Good fit if: you expect to grow into several teams, you sell to larger customers who already use Jira, or you need detailed reporting and custom processes.
Watch out for: the flexibility can become complexity. Small teams sometimes copy an enterprise setup with dozens of statuses and fields, and then nobody keeps it up to date.
Linear
Linear is known for speed, a clean interface and keyboard shortcuts that let engineers create and move issues quickly. It is more opinionated than Jira: it encourages short cycles, a triage inbox for incoming requests and a fairly standard set of statuses. Projects and roadmaps sit on top of issues so you can group work toward larger goals.
Good fit if: your team values a fast, focused tool and is happy to follow a sensible default process rather than design its own.
Watch out for: if you need heavy customization or very specific approval steps, check whether the current version supports what you need before you move.
Shortcut
Shortcut (formerly known as Clubhouse) sits somewhere between the two. It organizes work into stories, epics and iterations, and adds objectives for larger goals. Many teams describe it as friendly for mixed groups where product managers, designers and engineers all work in the same space. It also includes a docs feature for lightweight specs.
Good fit if: you want more structure than a minimal tool but less configuration than Jira, and non-engineers will use the tracker regularly.
Watch out for: as with any tool, confirm the integrations you rely on, such as your code host and chat app, work the way you expect.
Pro tip
Ask your engineers which tools they have used before. A team that has already worked happily in one of these will be productive on day one, and that head start is worth a lot more than a minor feature difference.
A side-by-side scorecard you can copy
Comparing tools by gut feel leads to long debates. A simple scorecard keeps the decision grounded. Agree on the criteria first, give each a weight, then score each tool from 1 to 5 during your trial. The scores below are made-up examples for a hypothetical six-person team, not a rating of the real products.
| Criterion (weight) | Jira (example score) | Linear (example score) | Shortcut (example score) | Notes from the trial |
|---|---|---|---|---|
| Daily speed and ease for engineers (x3) | 3 | 5 | 4 | Team preferred keyboard-first creation of issues |
| Roadmap view for founders and sales (x2) | 4 | 4 | 4 | All three were good enough for a monthly roadmap review |
| Custom workflows and reporting (x1) | 5 | 3 | 4 | Only needed basic reports at this stage |
Add rows for the criteria that matter to you, such as integrations with your code host, support for a separate bug intake form, data export, security features, or cost per seat at your expected headcount next year. Multiply each score by its weight and add up the totals. The highest total is not automatically the winner, but it gives you a clear starting point for discussion.
How to choose in two weeks
You do not need a month-long evaluation. A focused two-week process gives you enough real experience to decide without stalling the team.
- Write down your current workflow. List the statuses work actually moves through today, for example "to do", "in progress", "in review" and "done". Note where bugs come from and who decides priority.
- Agree the scorecard. Pick five or six criteria and weights with your engineers. Share the list so nobody feels the decision was made behind closed doors.
- Shortlist two tools. Testing three at once spreads attention thin. Use what you know about your team to drop one early.
- Run a real trial. Put one cycle of genuine work into each shortlisted tool, ideally with different small groups, or run them one week each. Connect your code host so you can test how issues link to pull requests.
- Check the boring details. Look at user permissions, single sign-on, data export, audit logs, data location and the vendor's security documentation. If you sell to larger customers, they may ask about these later.
- Score, decide and announce. Fill in the scorecard together, make a decision and set a switch-over date. Tell the whole company where to report bugs from that day on.
Hypothetical example
Imagine Priya, CTO of a seven-person software startup. Her team had been tracking work in a general task app plus a busy chat channel, and bugs reported by the sales team kept getting lost. She shortlisted Linear and Shortcut, ran one week of real work in each, and asked everyone to score the tools on speed, roadmap clarity and bug intake. Engineers preferred Linear for daily speed, while the product designer liked Shortcut's docs. The weighted totals were close, so Priya chose the tool her engineers would update most often and moved design specs into the company's existing documentation space. Two months later, the open bug count was visible to everyone and the Monday "what is everyone doing?" meeting had shrunk to ten minutes.
Setting up your first workflow
The setup you choose in the first week tends to stick, so keep it simple and add complexity only when you feel real pain.
Statuses
Start with four to six statuses. A common pattern is backlog, to do, in progress, in review, done and canceled. Every extra status is one more thing people forget to update. If a status rarely holds any issues for more than an hour, merge it into the one next to it.
Labels and priorities
Use a short list of labels that answer real questions, such as "bug", "feature", "tech debt" and "customer request". Agree what each priority level means in plain words. For example, "urgent" could mean "a paying customer is blocked right now", and "low" could mean "nice to have this quarter". Write these definitions somewhere everyone can find them.
Cycles or sprints
Choose a cycle length and stick with it for at least a quarter. Two weeks is a common choice for small teams because it is long enough to finish meaningful work and short enough to change direction. At the end of each cycle, look at what was finished, what rolled over and why.
Bug intake
Decide exactly how non-engineers report bugs. Many teams use a triage view, a dedicated intake form or a chat integration that creates an issue from a message. Whatever you choose, make sure each new bug gets reviewed within an agreed time, so reporters trust the process and stop sending direct messages to individual engineers.
Common mistake
Importing the entire old backlog on day one. Hundreds of stale tickets make the new tool feel cluttered from the start. Instead, import only open work from the last few months, archive the rest in a spreadsheet export and let truly important old items resurface naturally.
Connecting tracking to the rest of the company
An engineering tracker works best when it is connected to the tools around it, but each connection should save effort rather than create noise.
- Code host. Link issues to branches and pull requests so statuses update when code is merged. This is usually the integration that saves the most time.
- Team chat. If you use Slack, send only important events to a channel, such as new urgent bugs or finished projects. Posting every status change trains people to ignore the channel.
- Documentation. Keep longer specs and decisions in a knowledge base such as Notion or Confluence, and link them from the related project. Tickets should describe the work, not hold the whole history of the product.
- Support and sales. Give customer-facing teammates a simple way to see whether a reported bug is fixed, so they can update customers without interrupting engineers.
Review your integrations once a quarter. Remove anything that no longer helps, and check what data each connected app can access, especially if issues ever contain customer information.
Keeping the tracker healthy all year
The real cost of a tracker is not the subscription. It is the time lost when the board no longer reflects reality. A few light habits keep it trustworthy.
- Weekly backlog tidy. Spend 20 minutes each week closing duplicates, updating priorities and archiving anything nobody will do.
- One owner per issue. Shared ownership often means no ownership. Each issue in progress should have one name on it.
- Small issues. Break work into pieces that can be finished within a few days. Large issues hide problems until it is too late.
- Clear definition of done. Agree whether "done" means merged, deployed or released to customers, and use the same meaning everywhere.
- Quarterly cleanup. Every quarter, review labels, statuses, automations and user access. Remove people who have left and features nobody uses.
When the tracker is accurate, it starts to save time in other places. Weekly updates for investors, release notes for customers and planning for the next quarter all become a matter of reading the board instead of chasing people.
Your tracking tool checklist
- Write down your current statuses, bug sources and who sets priorities
- Agree five or six weighted criteria with your engineers
- Shortlist two tools from Jira, Linear and Shortcut
- Run one real cycle of work in each and connect your code host
- Check permissions, single sign-on, export, security documentation and current pricing
- Fill in the scorecard together and pick a switch-over date
- Set up four to six statuses, a short label list and clear priority definitions
- Import only recent open work and archive the rest
- Tell the whole company how to report bugs from now on
- Book a weekly backlog tidy and a quarterly cleanup
Frequently asked questions
Do we need a dedicated engineering tracker if we already use a general task app?
Not always. A two or three person team can do well with a general tool. Once you have several engineers, a steady flow of bugs from customers and a need to link work to code, a dedicated tracker usually saves more time than it costs.
Should we choose Jira because larger companies use it?
Only if its strengths match your needs. Jira is very capable and can grow with you, but a small team may move faster with a simpler tool. Choose based on your trial scores and what your engineers will update every day.
How hard is it to switch tools later?
Most trackers offer import and export options, but history, comments and links rarely move perfectly. Switching is easiest when your backlog is small and tidy, which is another reason to choose carefully and keep things clean.
Can non-engineers use the same tool?
Yes. Product managers, designers, support and sales often use the tracker to report bugs, follow projects and read the roadmap. Give them simple views and a clear intake process so they do not need to learn every feature.
The bottom line
Jira, Linear and Shortcut can all run engineering work for a growing startup. Jira offers the most configuration, Linear is known for speed and focus, and Shortcut sits comfortably in between. The right choice is the one your team will keep accurate every day, so score your options, run a short real trial and check each vendor's current features, pricing and privacy policy.
Block out an hour this week to write down your current workflow and draft your scorecard. By the end of the month, your team can have one clear home for its work and far fewer "is this done yet?" messages.
