I do expect a researcher to verify the way the code interacts with the data set. Still a lot of researchers can benefit from code tools for their daily work to

I do expect a researcher to verify the way the code interacts with the data set. Still a lot of researchers can benefit from code tools for their daily work to make them a lot faster. And plenty of strategies exist to saveguard this. Tool use for example, unit tests etc.