zach-overflow commented on issue #57347:
URL: https://github.com/apache/airflow/issues/57347#issuecomment-3456856138

   I'll chime in that we are observing a similar behavior, and we have a 
similar setup (mutliple dedicated "tenant" namespaces, and a singular "core" 
namespace where the scheduler and shared components run), but with the Celery 
executor, and the majority of tasks running within the celery workers, rather 
than as ephemeral k8s task pods. We are running on Airflow version 3.0.6 and 
are observing the same error, despite increasing the `parallelism` value. It 
almost seems like the way the base executor tracks "running" tasks is not 
accounting for task removals properly.


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