Megan Fox may have been replaced for "Transformers 3" -- but the main dudes are back in action and already shooting stuff up on set!

Josh Duhamel, Shia LaBeouf and Tyrese Gibson were back to battling Decepticons Tuesday in Chicago -- where the third flick is currently filming.

Check out all the on-set action before the movie opens next July.

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