Find patterns in your work with AI-powered issue grouping

Swarmia now supports automatically grouping similar issues together so you can identify common themes without the manual work.

Our new issue grouping feature analyzes issue content, linked pull requests, and parent issues to find patterns that might otherwise go unnoticed. This is especially helpful for bug fixes and reactive work that doesn’t have consistent labeling — but might be pointing to deeper quality issues in specific areas.

How to get started:

1. Navigate to the investment balance view and select a team
2. Choose an investment category
3. Click the new “summarize” button to automatically group issues by theme
4. Toggle themes on or off to filter the issue list and focus on specific patterns

For example, you might discover that what looks like a random collection of bug fixes is actually revealing recurring problems in your authentication system, payment processing, or API integrations — giving you the insights you need to make targeted improvements.

This feature is available to users in all organizations that have allowed the use of OpenAI as a subprocessor for their data.