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Are there any tools that pull data from GitHub Actions and produce useful insights? I am looking for the following.

  1. How long a particular test takes on average? Any slowdowns recently?
  2. How flaky is a particular test? Did any test become flaky recently?
  3. At which commit did the build become red?
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    On all of my GitHub actions development, I’ve lived and breathed through https://github.com/nektos/act.

    It gives me a real feedback loop, and I can at least see things going on locally before pushing anything to GitHub. It’s a start towards what you’re looking for.

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      Thanks a lot. I will start using it as well.