DORA metrics for production environments

DORA metrics are the most widely recognized way to measure the speed and quality of software deployments. They’re all about pushing changes to production, so deployments to other environments, such as development and staging, should be disregarded when tracking them.

We’ve made it easier to define production environments in Swarmia, enabling more accurate DORA metrics. You can set global rules or define production environments per deployment app. This flexibility allows you to tailor the metrics to reflect your actual production environments, providing a clearer picture of your performance.

We’ll automatically consider all environments that start with ‘prod’ or have ‘production’ in their names to be production environments. You can change it in settings / deployments.

Anonymous comments in surveys

Survey respondents can now choose whether they’d like to post their comments anonymously. While we recommend respondents to comment using their name to foster more open and actionable discussion, we also recognize that some may not be comfortable doing so. Commenting anonymously lowers the threshold for giving feedback on sensitive issues.


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More changelog updates
· Oct 19, 2026

Take action in Swarmia from the MCP

We recently introduced actions in Swarmia AI , making it easier to turn insights into concrete next steps. Now, you can take those same actions from the MCP, too. Swarmia’s MCP server already lets you explore and analyze your engineering data using your preferred AI tools. With this update, you can…
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· Oct 14, 2026

Connect Claude Code via the Enterprise Analytics API

If your teams use Claude Code on a Claude Enterprise plan, you can now connect it to Swarmia with a single Analytics API key from claude.ai. Swarmia fetches up to a year of historical data as soon as you connect. Once connected, you’ll see your Claude Enterprise data across Swarmia’s AI views: -…
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