You can remember the meaning of 赶紧 with this easy mnemonic:
We need to hurry if we want to catch up (赶) with him, hang on tight (紧)!
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.