GitHub user potiuk added a comment to the discussion: Intermittent Airflow 
3.1.2 API Timeouts Under High Load Causing Task Failures (KubernetesExecutor)

Converting to a discussion - please let us know im the discussion if fixes in 
your deployment helped.

GitHub link: 
https://github.com/apache/airflow/discussions/58453#discussioncomment-15004738

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