Dealing with Test Flakiness

Test flakiness slows down the whole team by making the pipeline less reliable, resulting in a bunch of wasted time investigating. Also, repeated false positives can cause people to care less about health of the pipeline.

If you have a flaky test, you should disable it ASAP to keep the build green. Even if the test only failed a couple of times in the past month, not disabling it will cause more wasted effort and more false positives down the line.

Here are some strategies for dealing with flakiness:

• Timeouts: Timeouts are inherently flaky as they depend on CPU speed, cores, other processes, etc. Polling is almost always a better approach.
• Retries: Retrying a test can work around a flaky test temporarily, but should generally not be used in the long term. If a test needs to be retried, it means there's an underlying error being hidden and a flake could still end up happening (based on the flake rate). Retrying can be a good strategy when the test failing is acceptable and it's not worth the effort to investigate.
• Async vs sync: If a test can be written in a synchronous way (mostly for unit tests) this is preferable.
• Reproducing locally: You might be able to reproduce the failure locally by wrapping the test in a loop:

  for (let i = 0; i < 100; i++) {
  	test('the flaky test ' + i, async () => { ... });
  }