Complete DORA metrics: calculate MTTR and change failure rate based on your deployment data

Access all four DORA metrics with Swarmia

When it comes to understanding software delivery performance, the framework introduced by the DORA team in the 2018 book Accelerate is the best-known one among engineering leaders.

Earlier this year, we published our guide to DORA metrics to help you understand how to get the most value from them.

Swarmia already had extensive coverage of the software delivery insights around change lead time and deployment frequency. Now we’ve improved our deployments insights, adding MTTR (mean time to recovery) and change failure rate for complete coverage of DORA metrics.

In order to calculate these metrics with Swarmia, all you have to do is inform Swarmia about deployments of your app and fixes to previous deployments (fix data is used to calculate time to recovery). You can then filter deployment insights by app and environment in Swarmia.

Contact us to get started

Performance improvements: improved page loads for data-heavy views and faster Slack notifications

As we onboard more organizations to Swarmia, we want to make sure the app feels fast even as you load historical data for hundreds of contributors.

Our latest performance improvements significantly improve page load times, bringing almost 50x improvements on some queries.

Interacting with Swarmia’s Slack notifications should now feel snappier as well.

More improvements

  • When you select a team anywhere in Swarmia, we now preserve your selection as you navigate in the app.
  • We improved the logic behind the “Avoid working alone” working agreement, making sure only the issues that belong to your team are included in the exceptions.
  • It’s now easier to assign Jira issues to teams. When you filter issues by Team ID, we now show the team name behind the ID in the dropdown.

Subscribe to our newsletter

Get the latest product updates and #goodreads delivered to your inbox once a month.

More changelog updates
· Oct 30, 2026

Do more with GitLab in Swarmia

Swarmia’s GitLab integration is now generally available, with support for both GitLab Cloud and GitLab Server. If your teams use both GitHub and GitLab, you’ll see work from both platforms in the same views. With GitLab connected, you can: - Understand delivery and AI impact. Track cycle time,…
Read more→
· 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…
Read more→