Using an LLM to talk a label printer into working feels like using a sledgehammer to crack a walnut

I get the appeal of 'just ask the AI' when drivers fail, but every layer of abstraction you add is another thing that can break. Sometimes a raw serial port and a hex dump tell you more than an agent ever will.