It really depends. If you know your competitor and understand their core business, then opening garage doors can actually screw them up.
I am working in an industry where if one competitor would go open source and created decent open application, whole industry will effectively implode because end customers will always choose cheaper solution, which in case of open source would be for free.
That’s true of quite a few industries though, but it takes insider knowledge to know what to build.