i think ''go straight'' = go ahead ''go alone'' you can come with somebody.

Go straight means live honestly in general or not to break the law in specific. EX.The judge encouraged the thief to go straight. Go along means to continue, also i could to accompany. EXs. The trainee is going along well in his new job. Are you going to the party?! can i go along?