Unpopular opinion: if you are still writing every line of code by hand instead of leaning into AI-native Vibe Engineering, you are just doing digital manual labor. I replaced my entire hyperparameter tuning process with an LLM and here is what nobody tells you about the extra time you get for building your personal brand.