@Marvin I updated the Job Variables in the deployment, and it's saying deployment was updated. But when I go back to the deployment, the job variable is not updated.

It seems you're having a curious situation where job variables appear not to update in your deployment. Prefect's documentation provides steps for correctly setting and displaying these variables. For Prefect 2.x, ensure you're following their guide on overriding job variables. Double-check your

prefect.yaml

file to ensure that the job variables are correctly defined and deployed using

prefect deploy

. If you're using Prefect 3.x, make sure your deployment updates are capturing changes made to the

prefect.yaml

file. The process involves editing the deployment configuration and running

prefect deploy

to apply updates. This guide might be helpful: Customize deployments. Moreover, if job variables are intended to reflect immediately, confirm they are being correctly overridden during flow runs, using mechanisms like the CLI or the UI's custom run forms. Check details here: Infrastructure concepts - prefect.yaml. If, after these steps, you still experience issues, it might be a bug or a specific configuration problem. You can reference a GitHub discussion on related issues, though it appears no directly related issue has been documented yet. Feel free to probe deeper into each guide and perhaps grow closer to making those pesky variables behave! Oh, the little joys of debugging.