Ray Zhu🐨
3.1K posts

Ray Zhu🐨
@rayzhudev
Jesus maxi. Founder https://t.co/QSknihltCu. filling the world with wonder and play.





Our solution: Stage-Aware Prompting (SAP). Instead of using the same prompt at every step, we guide the model over time. Example: Start with “a man doing a handstand” Then “a man in a lion costume” Finally “a lion doing a handstand” LLMs act as semantic planners, deciding how and when each concept should appear.

⛽️ ✅ PetrolCheck has now been updated with real-time Victorian fuel data Unlike NSW, each VIC station reports outages based on individual fuel type (less estimation/guesswork) Massive thanks to the VIC ServoSaver team for getting back to me with the API key so quickly.


When @karpathy built MenuGen (karpathy.bearblog.dev/vibe-coding-me…), he said: "Vibe coding menugen was exhilarating and fun escapade as a local demo, but a bit of a painful slog as a deployed, real app. Building a modern app is a bit like assembling IKEA future. There are all these services, docs, API keys, configurations, dev/prod deployments, team and security features, rate limits, pricing tiers." We've all run into this issue when building with agents: you have to scurry off to establish accounts, clicking things in the browser as though it's the antediluvian days of 2023, in order to unblock its superintelligent progress. So we decided to build Stripe Projects to help agents instantly provision services from the CLI. For example, simply run: $ stripe projects add posthog/analytics And it'll create a PostHog account, get an API key, and (as needed) set up billing. Projects is launching today as a developer preview. You can register for access (we'll make it available to everyone soon) at projects.dev. We're also rolling out support for many new providers over the coming weeks. (Get in touch if you'd like to make your service available.) projects.dev





This is why this system is so cool You can punish people for posting AI bot spam And you punish people who follow people who post AI bot spam So it becomes socially unacceptable to post AI bot spam as it affects everyone's reputation and access to the network now




“OpenClaw is the iPhone of tokens” — Nvidia CEO on Lex Podcast


i've locked this replies section to "europe" only so we can talk about our love for foreskin freely without foreign interference






