If you work in Jira long enough, you start noticing patterns: the same subtasks, the same workflows, the same manual steps are repeated every sprint. But there still isn t an easy or scalable way to solve this problem. This guide shows you how to solve that problem by building your own Jira app, all without needing to write any code.
The Problem: Repetitive Work That Never Really Goes Away
We work on AI Apps Builder for Jira, an AI tool that lets Jira users generate custom Forge apps from a plain-language description. You describe the dashboard, gadget, or report you need, and get a working app you can deploy to Jira Cloud. The core loop works well. But we kept hearing the same thing from users after their first successful build.
The Problem with Iterating on AI-Generated Apps
It feels great to get a first version working. But things get tough when you try to improve it. Here s what our users told us:
