The Fallacy of Tokenmaxxing: Why AI Consumption Is a Broken Productivity Metric

Measuring engineering success through AI token consumption incentivizes resource waste and the creation of low-quality 'slop' rather than actual problem-solving. This trend mirrors the outdated practice of counting lines of code, highlighting a desperate need for human judgment to evaluate the true utility of AI-generated output.