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I want to publish nightly builds + source code of a specific project on a tfs 2010 server (local network, inside the firewall) to a (local network, in the dmz) ftp server.
Copying the files can use ftp protocol or copy to network share.
Can I do this easily with team-build, or do I need extra tools?
You can do this pretty easily using Team Foundation Build. There are even zip and ftp Activities that ship with VS and are ready to use.
If you want a tool to make it easyer then I would recommend Final Builder. This tool inegrates into Team Foundation Build with an Activity that runs after Build and Test that you can do pretty much anything in. It has FTP and Zip Activities ready for dragging and dropping.