karpathy said “i don’t think i’ve typed a line of code since december” and everyone treated it like a meme.
garry tan treated it like a design prompt: what does it look like when one person runs like a whole software team?
gstack is the first oss repo in a while that actually feels like that answer.
not ai as autocomplete.
ai as CEO + staff eng + qa + security + design + release + browser operator + parallel execution layer, all wired through workflows.
and the number is wild: garry claims ~810x higher pace vs 2013, normalized for logical changes (not fake ai loc).
the shift isn’t “faster coding”.
it’s directing + reviewing + orchestrating a swarm without shipping garbage.
stuff that stood out:
→ /office-hours challenges your product before you build
→ /autoplan runs the CEO/design/eng pass
→ /qa literally drives a browser, finds bugs, fixes them
→ /review catches prod-tier issues before you ship
→ /pair-agent + parallel sprints across projects
we’re moving from “ai helps devs code”
to “devs operate systems of ai workers”.
Suryansh Tiwari (@Suryanshti777)
x.com/i/article/205341417705…
— https://nitter.net/Suryanshti777/status/2053415780445008367#m