After the raid at the Tattoo Shop, Branch mentions that they all have records. Walt says stake it out right in front of them, so they hear it. Branch drives a squad car which is marked with ACSD logo and badge. It would be hard to believe that they wouldn't notice Branch and his Charger sitting outside 24/7.