Anthropic ships faster, process tax remains

Hot take: this is real at the frontier, but it is not a universal replacement for product discipline. AI can collapse implementation time dramatically, but reviews, QA, coordination, and risk management still slow everything down in most orgs.

• –The claim is plausible for Anthropic-like teams that are building directly against rapidly improving models and can ship into live products quickly.
• –A lot of the speedup likely comes from smaller surface-area launches, tighter feedback loops, and lower marginal cost for experimentation.
• –Most companies will not see “one day” timelines unless they also simplify approval layers, testing, and release governance.
• –The Reddit thread is basically asking the right question: is this a genuine operating-model shift, or a selective marketing story from a top-tier AI-native org?