AI coding tools like GitHub Copilot can significantly boost developer productivity, but how do you know if your investment is paying off? Now you can track GitHub Copilot adoption and usage across all your teams over time.
See how many developers have GitHub Copilot enabled versus how many are actively using it in any time period. This makes it easy to spot adoption trends, identify teams leading the charge, and find unused licenses that might need attention.
You can also compare Copilot adoption against trends in productivity metrics. Are teams with higher adoption seeing faster pull request cycle times? Are they keeping batch sizes in check? Is collaboration increasing, or are more people working alone?
Use the insights to evangelize successful practices from early adopters to teams still getting started. Or identify unused licenses — maybe it’s time to invest in training or stop paying for seats that aren’t being used.
We’re adding support for other popular AI coding tools like Cursor and Windsurf soon to give you a complete view of AI tool usage across your organization.
To get started, navigate to Metrics / GitHub Copilot in Swarmia and grant read access to GitHub Copilot Business. You’ll get access to data from this point onward (no backfill of historical data).
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