Azure DevOps agent pool and pipeline issues

From time to time I observe random errors on automated pipeline run. In mosts cases is the issue caused by not specifying which agent pool or which requirements pipeline has.

Error

##[warning]An image label with the label Ubuntu16 does not exist.
##[error]The remote provider was unable to process the request.

Solution

Add to pipeline

pool:
  vmImage: ubuntu-latest