

Initially when we deployed our releases each environment took about 5 to 10 minutes maximum, and from one moment to the next it was + 1h and sometimes even the Hosted Agent is canceled by Time-out. In the meantime I increased Microsoft-hosted, Parallel Job from default to 2 but it didn't work out what I can do to fix this situation.
hosted agent devops take to long time or cancel
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We would suggest you first check if it also take same long time when you try to deploy locally instead through Azure DevOps Service.
Then since you have mentioned it used to be work about 5 to 10 minutes. Also kindly double check your build/release pipeline history and verify if there is any modify of your pipeline recently.
Besides there are also some things you can do if you want faster deployments:
Hope it helps.