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”.
The AI Operating System for Companies
@sdianahu
The best AI-native companies have made their entire company queryable: every meeting, ticket, and customer interaction legible to an intelligence layer that learns from it.
Building this today requires brutal integration work, and there's no product that connects all this context into a single layer that can reason across it.
Company Brain
@t_blom
Every company has critical know-how scattered across people's heads, old Slack threads, support tickets, and databases, and AI agents can't operate like that.
We think every company in the world is going to need a new primitive: a living map of how the company works that turns its own artifacts into an executable skills file for AI.
🔴 NEWS
@Binance et @cz_binance lancent depuis le ministère des Finances français un fonds de €100 millions pour soutenir le développement de l'écosystème crypto français et européen 🇫🇷
Principalement basé à Paris
Nom de code : #ObjectifLune
🔴 NEWS
Historique : la SEC valide l’arrivée du 1er ETF #Bitcoin
« C’est la porte pour entrer dans les comptes titres des investisseurs action, le plus gros marché au monde, signe d’une adoption généralisée » (@NCheron_bourse) https://t.co/MLOLbFiAXl