Is it dumb to start a side hustle with only $300?

I’ve been saving a little from each paycheck and I got around $300 set aside. Part of me wants to use it to try something like flipping products or maybe starting a small online store. The other part of me thinks $300 is nothing and I’ll just lose it. Have any of you ever started something with almost no money? Did it actually work?