You can remember the meaning of 伙伴 with this easy mnemonic:
Stop treating me as your assistant (伙), I'm your business partner (伴)!
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.