After testing the code again, I see the task parameter dictionary has been removed properly

Great!

However, I still have the same problem with duplicate tasks, as you can see in the image.

Any chance the pipeline script Itself is running from the agent (as opposed to running the pipeline code locally, then the pipelines are executed on the agent)?