You can use low tech manual monitoring to surface and keep track of flaky tests, but there are also some tools available.
Classic tools like TeamCity have built-in graphs and notifications to help detect flaky tests.
For cloud CI, I have found one tool and two services which help automatically track flaky tests
- buildpulse service
- testspace service
- F-Secure's flaky tests detection tool
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