Vercel turns LLM output into Slack and Teams UI

#1 𝕏

Guillermo Rauch shared Vercel’s generative UI approach for conversational agents, saying AI SDK, Chat SDK, and json-render can turn LLM output directly into UI on platforms such as Slack and Teams. He believes this will become the dominant Human-Agent Interaction paradigm.

Also covered by: @Guillermo Rauch

#2 𝕏

Demis Hassabis retweeted Google AI’s post about its Gemini Omni 1.2 Flash, which Google AI described as more cost-effective with an increased video generation and editing limit.

#3 𝕏

Demis Hassabis retweeted a Google DeepMind post sharing new research on how AI agents can accelerate the science of stress-testing encryption.

#4 🐙 vercel-labs/agent-browser

vercel-labs/agent-browser - **vercel-labs/agent-browser** is a native Rust CLI that lets AI agents read pages as compact accessibility-tree snapshots and act on referenced elements, with reusable skills, examples, and MCP support included. At discovery, it had 46,399 GitHub stars and trending gains of 180 daily and 1,404 weekly. Worth trying if you need persistent, shell-based browser automation for AI agents.

#5 🐙 meta/astryx

meta/astryx - meta/astryx is Meta’s open-source beta design system for React 19+, with 150+ accessible components, seven customizable themes, templates, dark mode, and a CLI. It has 14,116 GitHub stars and a reported daily trending gain of 198. Worth trying if you need a customizable UI library with shared tooling for people and AI assistants.

#6 ▶️

The Worlds First AI Labs Simulator RTS Game - Kimi K3.1 Pro

All About AI

#7 𝕏

Bolt demonstrated how to turn a shipped feature into a launch announcement with accompanying social posts and introduced instructions for building it.

#8 📝 OpenAI News

Partnering with Hacktron to strengthen OpenAI’s security - OpenAI announced on November 6, 2026, that it is partnering with Hacktron to find vulnerabilities in OpenAI’s systems. OpenAI engineers and Hacktron security researchers will jointly select high-priority areas to test.

#9 🐙 sherlock-project/sherlock

sherlock-project/sherlock - **sherlock-project/sherlock** is an MIT-licensed CLI from Sherlock Project that searches for usernames across 400+ social networks, with source code, docs, tests, and Docker support. The repository has 99,319 stars and a 1,761 daily trending gain. Worth trying if you need username-based social account discovery with file exports, site filters, or proxy support.

#10 in

Dharmesh Shah commented that Claude Opus 5.5 inside Claude Code estimated a prototype would take about half a day to a day, but he reported an actual elapsed time of 3 minutes and 51 seconds. He suggested agentic coding tools give human-like estimates because they are trained on human data.

#11 in

Udi Menkes announced a new AI Business Advisor that he says draws on the actions and outcomes of millions of businesses. Business owners can enter information, benchmark across several areas, and receive specific advice through the linked tool.