This is the truth everyone’s about to learn.
The model wins. Everything else is just packaging.
I’m now building every new coding tool straight against the raw model - no middle layer.
Results are night and day.
Curious - what’s the biggest “model-only” workflow you’ve seen blow up lately?
@OfficialLoganK
@mattshumer_ This is going to be insane.
I did the same with a mini added Tailscale + ran tmux new -s codex so Codex mobile stays connected 24/7.
One-shot full project builds from my phone now.
What’s your first test project on the new devbox?@mattshumer_
This works ridiculously well.
I added “structure your response as HTML with Tailwind + dark mode + copy buttons” to my coding agent prompt.
Instant interactive dashboards instead of walls of markdown.
Vision as the 10-lane highway is spot on — what’s your go-to next-level prompt for this?@karpathy
565M tokens. 2K requests. $4.53.
DeepSeek V4 Pro delivering massive scale for almost nothing.
Who else is running real workloads this efficiently?
Drop your biggest numbers below 👇