今天你烧掉了多少 Token?
作者回忆起二十年前一位经理荒谬地要求按开发者和周统计代码行数并制作饼图,当时整个团队都认为这是毫无意义的指标。然而如今,作者发现自己竟因意外触发AI的"规划模式"而位居AI代码生成量排行榜首位。文章讽刺了当前行业用Token消耗量、代码行数等量化指标来衡量开发者生产力的趋势,指出这些指标与真正的生产力毫无关系——最好的工程师往往写更少的代码,而AI公司鼓吹这些指标只是为了从更多用量中获益。
作者回忆起二十年前一位经理荒谬地要求按开发者和周统计代码行数并制作饼图,当时整个团队都认为这是毫无意义的指标。然而如今,作者发现自己竟因意外触发AI的"规划模式"而位居AI代码生成量排行榜首位。文章讽刺了当前行业用Token消耗量、代码行数等量化指标来衡量开发者生产力的趋势,指出这些指标与真正的生产力毫无关系——最好的工程师往往写更少的代码,而AI公司鼓吹这些指标只是为了从更多用量中获益。
The author argues that while AI tools can accelerate code writing, code review standards should remain high to prevent quality degradation. They express concern that many teams are lowering review bars and shipping poor-quality "AI slop," leading to record-high bug counts across companies.
A construction consultancy practitioner discusses using coordinated Claude Code agents to run their small business, framing AI as a "nervous system" for organizational operations. The author acknowledges their dimensional framing is contestable, citing their own post's caveat.
The article draws an analogy between burning AI tokens and burning fossil fuels, highlighting the hidden environmental and economic costs of everyday AI interactions.