Featured post what's this? ✨ San Francisco Onion Futures Company The San Francisco Onion Futures Company offers private, transferable contracts for the future physical delivery of yellow onions.
Qwen GITHUB HUGGING FACE MODELSCOPE We are excited to open-source Qwen-Image-2.1, an image model in the Qwen family that balances generation quality, inference efficiency, and cost. Qwen-Image-2.1 unifies text-to-image generation and image editing in a single ...
Pirate Face - The permanence layer for sovereign AI Open models as checksum-verified magnet links. Un-bannable, carried by the swarm.
Red Blob Games: English: a vs an {Note: this is a short blog post introducing the actual project page}
System One models like Jev can train their own replacements “System One” models like Jev are fast general classifiers. Classifiers have existed since 1958, but they have to be trained for specific tasks: if you build a…
Grit your teeth and ship it Being good at building and being good at shipping are two separate skills. In the short term, they’re actually countervailing: if you have a gift for building…
Being a responsible human in the loop - Raahel Baig Since late 2025, many developers around the world have discovered that the quality of the code generated by AI models has increased significantly. They have st…
Leaving DigitalOcean, one site at a time - keith.is DigitalOcean is giving $3 million to the foundation behind DHH's Omarchy. I'd already moved my sites off it that weekend, so here's how the move went.
Jev is to tool use what RAG is to context RAG fixes what the model reads before it sees the question. Jev fixes what the model can answer before it sees the state. They’re the same design, applied to opposite ends of the model.
You could have built Jev | sgnt.ai At the end of this (short, simple, illustrated) article, you should be able to reason about Jev from first principles.
From 150+ people to one system I graduated in Computer Engineering in 2007. Some years before that, at 18, I moved eight to ten hours from home, knowing nobody. It was messy. It was also t...
Props Are Not a Design System Most UI kits let you pass any style as a prop — radius, size, color, or a wall of Tailwind classes, whatever you need. That flexibility is exactly the problem: it turns every component call into a one-off styling decision, and no two buttons end up the sa...
TypeSafe's Jev Can't See. I Made It Guess What I Drew Anyway – Bartosz Mikulski | AI & MLOps Engineer I turned 400 hand-drawn sketches into text and asked Jev, TypeSafe's text-only System One model, to name them. It beat chance by a wide margin and lost to Claude Sonnet 5. It also answered airplane for more than half of them.
Maximizing Return-on-Feedback — Aviv Ben-Yosef When I asked, the VPE said it’s been a while since he got feedback. When I asked how he handled the last few times it happened, I understood why. When you…
