It's a Plan launches as an open-source, self-hosted tracker where AI agents share the board

A self-hosted challenger to Linear and Jira

A project called It's a Plan has been announced on dev.to, positioning itself as an open-source, self-hosted alternative to Linear, Plane and Jira — with the post's title also taking a swipe at Trello. It is a project management and issue tracking tool with one notable twist: AI agents operate inside it as regular members of the team rather than as a chat sidebar bolted onto the UI.

Agents treated as teammates

According to the launch post, the core difference from existing trackers is the status agents are given. An agent gets a role, its own permissions and a slot in the assignee field, meaning it picks up work from the same board human colleagues use. Issues can be handed to an agent directly, or the workflow can be driven programmatically through a REST API, webhooks and MCP support.

That last point is where the design gets interesting. Because the API surface is first-class, an agent does not have to be summoned through a chat window — it can be wired into the pipeline, reacting to webhook events or working the board like any other integration.

Your server, your database, your keys

The project is self-hosted by design. The announcement stresses that you run it on your own server and database, under an AGPL-3.0 licence, with no per-seat fees and no vendor lock-in. The phrase 'your model keys' in the launch material signals that teams bring their own AI provider credentials, so the choice of underlying model stays with the operator rather than the vendor.

That combination — copyleft licensing, self-hosting and user-supplied model access — is aimed at teams that are uncomfortable piping their roadmap, issue history and internal discussions through a SaaS product, or through an AI add-on whose data flows they do not control.

A crowded field with one differentiator

Linear and Jira are entrenched incumbents, and Plane already offers an open-source, self-hosted route for teams that want out of per-seat SaaS. It's a Plan's bet is that agent-native issue tracking, rather than feature parity, is what will make teams switch.

It is worth noting that everything above comes from the project's own announcement, so questions about maturity, scale and day-to-day reliability will only be answered as deployments accumulate in the wild. The post invites readers to star the repository and points to discussions and contribution channels, which suggests this is early-stage community building rather than a finished product with a long track record.

Why it matters

The launch is a data point in a broader shift: as coding agents take on more execution work, the tools that coordinate that work — issue trackers — become the natural interface between humans and agents. Making an agent an assignee with scoped permissions, rather than an ambient assistant, treats agent labour as something to be scheduled, reviewed and audited like human labour.

The pricing model matters as much as the AI angle. Per-seat SaaS pricing gets awkward when some of the seats are machines; a no-seats, self-hosted licence removes that tension entirely.

And for incumbent vendors, projects like this apply pressure on two fronts at once: open-source deployments undercut their commercial pricing, while the agent-as-teammate model points at a product direction most trackers have only begun to explore.