What are flaky tests and how do they affect continuous integration?
An example of an AI chatbot conversation about flaky tests in CI/CD processes.
What are flaky tests and how do they affect continuous integration?
Flaky tests are tests that sometimes pass and sometimes fail without any changes to the code. They can disrupt continuous integration by causing false positives or negatives, leading to wasted time and effort.
What causes flaky tests?
Flaky tests can be caused by various factors, including timing issues, dependencies on external services, or improper test setup. They often arise from non-deterministic behavior in the code.
How can I reduce flaky tests in my CI pipeline?
To reduce flaky tests, ensure your tests are isolated, use mocks for external dependencies, and run tests in a controlled environment. Regularly review and refactor tests as needed.
Are there tools to help identify flaky tests?
Yes, there are tools like FlakyTestDetector and TestRigor that can help identify flaky tests by analyzing test results over time.
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