Stop counting tokens, start counting what ships
AI-assisted coding agents consume significantly more tokens than traditional chat interactions, making per-token pricing economically unsustainable for enterprises as usage scales. The article proposes hybrid infrastructure models combining owned capacity for routine workloads with API access for frontier models, measured by cost per merged pull request rather than token consumption.
Source: MIT Technology Review