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I couldn't get keychain to work on my iPhone. Maybe its too old ...

Could be. But, I doubt .

Every time I try a new device it asks for a new password. Is this common ?

Hive keychain? There's PIN that I use to login. Not sure if I need to have a new PIN if i changed my device.