I have an application (PHP script), that runs as a CRON job on a Linux
server. It uses cURL and basic authentication to retrieve users
profiles and statuses.

Now that basic authentication is no longer supported, I need to switch
to oAuth, but with oAuth, there's a level of interactivity with
Twitter, to login. This is not an option for this script, since it has
no user interface.

Any ideas how to proceed?

Twitter developer documentation and resources: http://dev.twitter.com/doc
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