The discourse about to what level AI-generated code should be reviewed often feels very binary. Is vibe coding (i.e. letting AI generate code without looking at the code) good or bad? The answer is of course neither, because “it depends”. So what does it depend on? When I’m using AI for coding, I find myself constantly making little risk assessments about whether to trust the AI, how much to trust it, and how much work I need to put into the verification of the results. And the more experience I get with using AI, the more honed and intuitive these assessments become. ...