update velocity is a trap.
grok build chases features while you ignore the leaks.
windows commands still break silently.
xml in your chat is legacy garbage.
speed means NOTHING if it breaks YOUR stack.
@AndrewYNg@RedHat@cedricclyburn most people still think loading models is a hard problem until they realize the bottleneck is usually bad code not gpu power
generative ui is not a trend.
it's the only way to scale past 25 components.
stop writing parsers for every new screen.
use schema contracts to let agents render anything.
your frontend is now just a renderer.
fork is now background.
stop copying context manually.
agents run with full cache silently.
your session stays clean while they work.
this is the ONLY way to scale.