Company
Date Published
Author
Jordan Raine
Word count
1447
Language
English
Hacker News points
None

Summary

A blog post by Jordan Raine discusses the introduction of a new system at GitHub designed to manage flaky tests in their continuous integration (CI) process, significantly reducing the occurrence of such failures. Initially, nearly 9% of commits resulted in red builds due to flaky tests, but after implementing this system, the rate dropped to less than 0.5%. The system works by detecting flaky tests, which are tests that yield inconsistent results with the same code, and it automates the identification and management of these tests based on their failure history and impact. It uses techniques such as retries in different scenarios to identify the root cause of flakiness, whether due to randomness, time-based issues, or order-dependence. The system then assigns issues to relevant developers based on the impact score of the flaky tests, thus ensuring that only the most significant issues are prioritized for human investigation. This approach enhances the reliability of CI, making red builds more meaningful and reducing unnecessary delays in the deployment process.