AI Developer for Jira

AI Developer, powered by Claude Code, turns Jira issues into working code in minutes—accelerating delivery and driving innovation

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🚀 AI Developer for Jira

AI Developer, a Jira plugin that integrates Claude Code directly into your Jira workflow. This tool automatically picks up issues from Jira and resolves them in a connected Git repository — bringing end-to-end automation right into the place where tasks already live.

🌟 What Inspired This Project

The idea came from observing how powerful AI coding tools already are when developers run them in an IDE. They can drastically speed up development.

So I asked myself:

What if this is directly available inside Jira?
No local setup, no environment configuration, no friction. Available for all team members.
Just write your issue, click a button, and let the AI handle the implementation. Developers could focus on review, and non-technical team members could benefit from the same capabilities without setting up everything locally.

🛠️ How I Built It

The plugin is developed using Atlassian Forge. When a user triggers the AI Developer action:

  1. A Docker container is launched on AWS Fargate in the user's region.
  2. Inside that container, Claude Code is initialized.
  3. The plugin passes the Jira issue details to the container.
  4. Claude Code processes the task and pushes the resulting changes directly to the connected Git repository.
  5. The plugin sends the summarized and essential results back into Jira for documentation.

This architecture ensures scalability, security, and low latency for users across regions.

🧩 Challenges Faced

One of the main challenges was parsing AI outputs in a consistent and meaningful way.
Claude Code produces rich, detailed results — but Jira needs structured, concise, and relevant updates.

Creating a robust layer that extracts the right information and formats it for Jira documentation took several iterations, but it ultimately made the integration feel smooth and dependable.

✅ Final Thoughts

The AI Developer plugin aims to bring the power of modern AI coding assistants directly into Jira, reducing context switching, lowering the barrier to entry, and accelerating development workflows for entire teams.

Excited to continue improving it — and to see how others use it!

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