Clauday.

Salesforce AI Research just published DarwinX, and it takes the idea everyone has been circling and makes it a population. Model weights stay frozen. What evolves is the harness: t…

This one is a good idea stated plainly. Can you transfer capability from a big model to a small one without touching a single parameter? Yes, at inference time, by having the stron…

DeepSeek just open-sourced its own agent harness under MIT, and 38,000 people starred it before most of us finished reading the README. It's called dsh, it's TypeScript, and it lan…

Sitting near the top of Hugging Face's daily papers with 107 upvotes: Co-Evolution in Agentic Systems, from Qing Zong, Jiayu Liu, Junhao Shen and a dozen co-authors including Yangq…

A coding agent that edits its own source code, gets the diff reviewed, commits it, and then keeps working. That's Ouroboros, arXiv 2608.08311, out August 8 and now sitting at over …

A repo called loopx (github.com/huangruiteng/loopx) gained 327 stars today and passed 2,000 total. The pitch: a "loop engineering state kernel" for long-running AI agent teams. Str…

NVIDIA's NeMo team dropped Molt today and it shot to the top of Hugging Face papers with 647 upvotes. It's a PyTorch-native training framework for agentic reinforcement learning, a…

Anthropic published new guidance on July 24 for building with the Claude 5 generation, Opus 5 and Fable 5, and the headline number is blunt: they cut more than 80% of Claude Code's…

Harness Handbook picked up 163 upvotes on HuggingFace papers, out of Tencent Hunyuan. It goes after a problem nobody writes papers about because it sounds like a chore: when you wa…

PalmClaw hit 1.12k upvotes on HuggingFace papers, which is an absurd number for an agent framework paper. The idea is simple enough to explain in one line: stop making phone agents…