Good morning. Here's what picked up speed in AI over the last day.

Top mover: dsh-superagent-prototype, score 98, up 200% in a day. 4 of the top 10 are in Agents.

Climbing fastest

1. dsh-superagent-prototype (score 98). Towards a More Autonomous Agent System
2. unslop (score 96). A Claude skill that turns vibecoded, AI-looking UI into a designed interface
3. Mika (score 95). An on-device AI agent for Android that operates apps and the web to get things done for you.
4. ai-pose-gallery-zh (score 92). 中文版 AI 姿势参考图库 · 1439 组 / 2878 张图片 / 完整汉化 · 零依赖静态画廊
5. pixelfx (score 92). 244 pixel art effects, every one a small piece of code. Plus a Claude Code skill to make your own.

Headlines

• Lumaril, which develops AI software for optimizing industrial production by connecting to existing control systems, raised a $66M Series A at a $400M valuation (Techmeme)
• Enterprise voice AI tools provider Deepgram acquires Daily, which has raised $62M+ and develops open-source voice AI framework Pipecat, for an undisclosed sum (Techmeme)
• DeepSeek open sources Super-Agent as a research prototype, a proactive coding agent it says can monitor group chats for coding issues and suggest solutions (Techmeme)
• Insurance software maker Guidewire agrees to acquire Hyperexponential, which makes AI-powered insurance underwriting and pricing software, for $1.7B in cash (Techmeme)
• Tests: chatbots rely on three obscure AI-built voter sites for US midterm answers; Copilot cited the error-prone Ballot Brief in 75% of tests and ChatGPT in 22% (Techmeme)

Repos gaining stars

• deepseek-ai/dsh-superagent-prototype: +4,395 stars in 24h
• heydamir/unslop: +1,323 stars in 24h
• patch-gg/pixelfx: +984 stars in 24h

Threads people are discussing

• Memdoor: A team of 5 Qwen3.8-27B models beats Fable 5 on LiveCodeBench Hard (Hacker News)
• Do the math: How we took over ChatGPT accounts (Hacker News)
• Malware uses LLMs to rank victims by how much they're worth (Hacker News)

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