I sanded my truck bed down to bare metal and because the weatherman is an idiot, zero percent chance of rain became a thunderstorm. So here is a video on how to remove surface rust from a bare metal panel. This process also etches the metal and removes any surface oils on it.
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https://www.youtube.com/watch?v=K_kMYGirErc