Ship Fast, Forget Faster

If you work in software you've probably heard this a lot: we need to ship faster (teams usually receive praise for that). PRs that used to take a few days are expected in a few hours. Features that used to take a whole quarter are now squeezed into a single sprint. Managers talk about velocity the way they used to talk about uptime. The reason is obvious. An engineer with a good LLM can spin up a prototype, build out a new service, clean up old code, or write a full test suite in a fraction of t