Simpler deployment insights and out-of-the-box DORA metrics

We’ve made multiple improvements to deployment insights within the past few months. Here’s a summary of the changes.

We’ve made analyzing deployments easier by bringing them into a single view. You can see all four DORA metrics in one place and drill down to individual applications and deployments.

We’ve also simplified the configuration and added support for multiple data sources. Getting started with deployment insights only requires a few clicks, and you can easily switch between different data sources.

Manually tracking change failures takes effort, which is why Swarmia can now automatically detect change failures from version rollbacks and pull request reverts. You can also automate additional change failure scenarios through the Deployments API.

More improvements

  • We’ve enabled automatic change-failure detection by default for applications using GitHub Check or PR merge data sources.
  • You can now include commit information in the Deployments API payload.

What’s next for deployment insights?

  • We’ll add support for GitHub Deployments in the coming weeks. This will make tracking applications with multiple environments even easier.
  • We’d love your feedback — if there’s something we could improve, drop us a line at hello@swarmia.com.

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More changelog updates
· Aug 24, 2026

Measure engineering effort more accurately with the daily effort model

We’ve reworked how Swarmia calculates developer effort. Instead of calculating effort once from a whole month of activity, the model now looks at one working day at a time and adds the days together. Under the previous model, a single busy stretch of a few days could account for a large share of…
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· Aug 19, 2026

Connect any AI coding tool to Swarmia

Most engineering organizations now run several AI coding tools, and some build their own. You can now add any of them to Swarmia as a custom AI tool, alongside our built-in integrations for GitHub Copilot , Cursor , and Claude Code . Once it’s connected, you get the same visibility into its…
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