Ron Kurti
165 posts

Ron Kurti
@RonKurti
I make technology friendly. Head of Product https://t.co/9RtSBCtv2C + https://t.co/r5ebvjDkPI Building https://t.co/sxVaAJMyCH on the side.














You know for years we have been wondering when just-in-time software was going to be possible. It’s here. This project would traditionally take weeks. I wrote one line in Telegram and this popped out. My OpenClaw had all the context. Claude Code will build it in hours today!


My Karpathy-style git wiki knowledge base for OpenClaw got to 2.3GB and I know git limit is 5GB so my GStack autoplan skill one line prompted this spec for my upgraded GBrain with SqlLite. This will be MIT license open source soon. gist.github.com/garrytan/49c88…


What I want from my product in 2026. I want it to be alive. I want it to fix itself. Report to me. Run experiments. Self-heal. I want to design my web app in my web app. I want to collaborate with it on ideas. I want it to understand my users and surface the insights. I want it to notice when patterns shift and tell me before I have to ask. I want it to understand itself. I don't care about the stack. Cloud agents, local agents, multi-agents... I don't care what harness this runs on. I don't care how it chooses to self-organizes its own context. I don't want to engage with any of that. In the same way I stopped thinking about hosting, I want to stop thinking about LLM infrastructure. I just want to engage with my product. And I want my product to be alive. (Tagging @danshipper and @karpathy bc i think they might agree)


What I want from my product in 2026. I want it to be alive. I want it to fix itself. Report to me. Run experiments. Self-heal. I want to design my web app in my web app. I want to collaborate with it on ideas. I want it to understand my users and surface the insights. I want it to notice when patterns shift and tell me before I have to ask. I want it to understand itself. I don't care about the stack. Cloud agents, local agents, multi-agents... I don't care what harness this runs on. I don't care how it chooses to self-organizes its own context. I don't want to engage with any of that. In the same way I stopped thinking about hosting, I want to stop thinking about LLM infrastructure. I just want to engage with my product. And I want my product to be alive. (Tagging @danshipper and @karpathy bc i think they might agree)


What I want from my product in 2026. I want it to be alive. I want it to fix itself. Report to me. Run experiments. Self-heal. I want to design my web app in my web app. I want to collaborate with it on ideas. I want it to understand my users and surface the insights. I want it to notice when patterns shift and tell me before I have to ask. I want it to understand itself. I don't care about the stack. Cloud agents, local agents, multi-agents... I don't care what harness this runs on. I don't care how it chooses to self-organizes its own context. I don't want to engage with any of that. In the same way I stopped thinking about hosting, I want to stop thinking about LLM infrastructure. I just want to engage with my product. And I want my product to be alive. (Tagging @danshipper and @karpathy bc i think they might agree)

Wow, this tweet went very viral! I wanted share a possibly slightly improved version of the tweet in an "idea file". The idea of the idea file is that in this era of LLM agents, there is less of a point/need of sharing the specific code/app, you just share the idea, then the other person's agent customizes & builds it for your specific needs. So here's the idea in a gist format: gist.github.com/karpathy/442a6… You can give this to your agent and it can build you your own LLM wiki and guide you on how to use it etc. It's intentionally kept a little bit abstract/vague because there are so many directions to take this in. And ofc, people can adjust the idea or contribute their own in the Discussion which is cool.



