Have you ever broken your app trying to improve it? That's exactly why we built Version History

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:

"I tried to refine the app and broke a working version."

"I did some changes, and the new version is worse."

"I want to have the option to return to the previous one."

These situations aren’t rare. This is simply how building in steps works. Most apps need three rounds to get right: first the structure, then the UI, and finally the logic that makes them truly useful. That’s normal. What wasn’t okay was that every change risked breaking what already worked. One mistake, and you had to start over.

So people stopped making changes. They would release something that was just "good enough" because they couldn’t risk trying new things. As a result, they missed out on the real value the tool could offer.

What we shipped: Version History

Every time you change an app in AI Apps Builder, a complete checkpoint is now automatically saved — UI, logic, structure, configuration, all of it. When something goes wrong (and it will), you pick a previous checkpoint from a dropdown and restore it in one click. Then keep building from there.

That's it. No manual backups. No copying code somewhere safe before you try something bold. The history is just there.

What this unlocks in practice:

• Try a completely different layout without fear of losing the version that worked.

• Test two different directions by restoring the same checkpoint twice and building each independently.

• Show a stakeholder a working version, take their feedback, experiment — and always have a fallback.

Why we built this (not why we think you should care)

We built this because users asked for it. Every feature in AI Apps Builder comes from real requests from the Jira admins, PMs, and developers using it. Version History was one of the most-requested. We're not guessing at what makes the iteration loop frustrating; we heard it in support tickets, in feedback forms, in conversations.

Who this is actually for

Jira admins who need custom dashboards and reports but don't have a dev team standing by.

Effective leaders who know exactly what data they need to see, but not how to build the thing that shows it.

Developers who want to prototype fast, export the generated code, and extend it, but need a reliable baseline to work from.

Support the Launch

AI Apps Builder for Jira was launched on Product Hunt. If the idea resonates with you, please support us: https://www.producthunt.com/products/ai-apps-builder-for-jira

If you're building custom Jira tooling or you've tried and given up, we'd love to hear where the process broke down for you. That's genuinely useful to us, and it might be useful to others reading this too.

You can install AI Apps Builder for Jira from the Atlassian Marketplace.