Should you build or buy Agile Planning & Issue Tracking?

Agile planning and issue tracking software manages sprints, backlogs, and work items for software teams, using boards, tickets, workflows, and reporting across a development lifecycle. Buyers are engineering managers and teams choosing between an incumbent like Jira, a lighter tool like Linear, or a tracker bundled into a tool they already pay for.

You do not need to build a tracker, and you probably should not; the real question is whether you need to keep paying an incumbent for it. Teams whose work lives in repositories already have GitHub Projects at no extra cost, and Plane or Huly self-host for teams that need data control. Stay on Jira, Azure Boards or Rally when portfolio reporting, marketplace integrations, audit evidence or vendor SLAs are actual requirements, and use the credible alternatives as leverage at renewal.

Build it, buy it, or bridge?

⚒ Build it
✓ Buy it
➔ Bridge
Cost shape
GitHub Projects costs nothing extra for teams already paying for GitHub repositories
Jira Standard runs $7.91 per user monthly; Premium runs $14.54 per user monthly
Use free or bundled trackers as your negotiating case; pay for the incumbent only where earned
Time to value
GitHub Projects works immediately if your team already lives in repositories
Jira and Azure Boards are already deployed at most enterprises with existing workflows
Switching cost, not setup time, is the real barrier in either direction here
Differentiation captured
None — issue tracking is a standardized workflow, not a place to compete
None captured by the incumbent either; you're buying ecosystem breadth and governance
No differentiation on either side; the decision is entirely about cost and integrations
AI feasibility today
AI coding tools can stand up a working tracker on GitHub Projects or Plane in an afternoon.
Jira and Linear now ship the same AI triage and summarization features at higher cost.
AI makes the free or self-hosted path fast to build. Try it before paying more.
Who it fits
Teams whose work already lives in repositories, or who need self-hosted data control
Teams needing portfolio reporting, a large integration marketplace, or audit-grade evidence
Most teams: default to the free option, keep the incumbent only for governance needs

When building makes sense

Nobody documents writing a custom issue tracker from scratch, and you shouldn't either — this is standardized workflow with mature alternatives already built. The real build-adjacent option is self-hosting an open-source tracker or using one bundled into a tool you already pay for. GitHub's Grafana Labs case documents Projects handling operational, escalation, and quarterly planning work across nearly 1,000 repositories at no extra cost; GitHub's own Docs team runs cycles, triage, and releases the same way. Plane documents FortyAU replacing Monday and Trello, and publishes self-hosting docs for teams that need data control; Huly documents Toucan3D running on it. GitHub Projects costs nothing incremental for a team already on GitHub, and a self-hosted open-source tracker's ongoing infrastructure and admin time is well under a comparable Jira or Linear license for most team sizes. If your work already lives in repositories, this is close to a free win.

When buying makes sense

Staying on an incumbent (Jira, Azure Boards, or Rally) earns its keep when you need portfolio-level reporting across many teams, a large third-party app marketplace, enterprise SLAs, or audit evidence a regulator or auditor will actually ask for. None of that is capability the alternatives lack because they're worse tools; it's breadth and governance the incumbent built up over years that a lighter tracker hasn't matched yet. But don't let that justify an unquestioned renewal. Jira Standard lists at $7.91 per user monthly and Premium at $14.54, with a 99.9% uptime SLA and 24/7 support at the Premium tier and above, real money for a category where the workflow itself isn't in dispute. Use GitHub Projects or a self-hosted Plane instance as a documented bargaining chip at your next renewal conversation, and keep paying for the enterprise tier only where your team actually uses what it buys.

The desk read

Build-versus-buy analysis for Agile Planning & Issue Tracking is being written. In the meantime, the framework that drives every B4 call is on the B4 Index page.

Representative vendors Azure BoardsBroadcom Rally + 4 more, listed in the full index

Frequently asked

Is GitHub Projects a real alternative to Jira?

For teams whose work already lives in GitHub repositories, yes. Grafana Labs runs operational, escalation, and quarterly planning work through Projects across nearly 1,000 repositories at no extra cost, and GitHub's own Docs team uses it for cycles and release triage.

Should we switch off Jira to save money?

Not automatically. Check first whether you actually use portfolio reporting, the app marketplace, or enterprise SLAs. If you do, that's real value. If you don't, use Linear, Plane, or GitHub Projects pricing as a bargaining chip at renewal rather than switching blind.

How much does Jira cost?

Jira Standard lists at $7.91 per user monthly, and Premium at $14.54 per user monthly, both billed annually for the listed rate; a Free tier covers up to 10 users. Enterprise pricing requires talking to sales.

What are the main issue tracking vendors?

Representative vendors include Azure Boards, Broadcom Rally. B4 Pro includes the category score and the full vendor list.

The B4 Index scores every software category on two axes, strategic differentiation and AI feasibility, to classify it Build, Buy, Bridge, or Beware. See the full methodology.