Concourse Pipelines Integration with Pivotal Tracker

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Is there a way to trigger the pipelines from Pivotal Tracker when click on "finish" or "deliver" or "Accept" button status in the Pivotal Tracker

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There is a resource for Pivotal Tracker but it only triggers on stories that are linked in recent git commits.

If that's not your case, you can use webhook_token to trigger the resource check and use this webhook in Pivotal Tracker, the problem there is, it's being called on all activities. You'll need some intermediate layer like Zapier (or anything that allows you to run your own code) to filter those events only to pass story_update_activity event.