/tags/systems-thinking/ Recent content in systems-thinking on Hugo -- gohugo.io en Tue, 02 Jun 2026 15:00:00 +0800 /reading/google/software-engineering-at-the-tipping-point/ Tue, 02 Jun 2026 15:00:00 +0800 /reading/google/software-engineering-at-the-tipping-point/ Google I/O 2026 上 Adam Bender（Google Principal Software Engineer，长期做 Google 内部开发者基础设施）的一场 talk：Software engineering at the tipping point。核心命题一句话——当 AI 把软件产量推到 10x、100x，今天这套造软件、发软件的基础设施吸收不了这个增量，一定会在某处崩掉。 主张：当下这套，撑不到 10x Bender 的判断是：AI 正在把"软件产出可能放大一个数量级"从思想实验推到现实问题，而现有的构建、测试、版本控制、评审、安全这套基础设施很可能吸收不了这个增量。他的原话： I would bet very good money what we’re doing today doesn’t work at 10x. 他把它定性成 “code-red moment”——不是思想实验，是逼到眼前的现实： Suddenly the measure of 10x growth is not just a thought exercise. It’s a code-red moment for you and your company. You’ll have to figure this out. If not today, certainly within the next 12 months.