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Isn't 301 a permanent redirect (and will be cached as such) and 302 is temporary?

Yes and no. 302 allow the user-agent to change the HTTP method to GET. 307 is the temporary redirect, equivalent to the permanent 301.

err No a temporary redirect is not the same as a permmenat one