everyone thinks codex computer use only works inside codex it doesn't, it's a local mcp server in the chatgpt mac app and claude code can just call it, even headless with claude -p same 8-task test: opus 5.5 on codex's engine got 6/8, codex itself got 6/8, cua driver got 3-4/8 at 4x the cost cua's background mode on mac only goes through accessibility, so canvases and drags just don't land codex's engine sends real clicks and drags to the app without touching my cursor no hover though, and it's unofficial, so enjoy it until a chatgpt update breaks it give this to your claude: "Set up Codex's computer use as an MCP server for you on my Mac. Find the "cua_repl" entry in ~/.codex/plugins/cache/openai-bundled/unified-computer-use/<newest version>/.mcp.json and register it as a user MCP server called "codex-cu" with the same command, args and env. Then test it by using Calculator in the background to work out 12 × 12."

太乐了，Kimi是不是蒸太多Claude了，怎么把Git co-author也蒸进去了

Global reset landing tomorrow 10am PST for all paid ChatGPT accounts. Apologies for the slow start with GPT-6.1 Sol, it's now back to running at expected speeds after the massive load spike in the first two days.

"Today, we’re releasing two Cloudflare-trained decision models, Clef and Clef-flash" blog.cloudflare.com/clef-dec… Never seen an idea spreading so fast.

🎉 Introducing 𝙾𝚙𝚎𝚗𝙳𝚘𝚝𝚜 Self-hostable, always-on AI coworkers that works with ANY agent harness. Includes: - Computer use: browser, terminal & files - Bring agents to Slack, Teams etc - Spaces and Pages for projects - Voice calls - Web and Mobile Repo → github.com/CopilotKit/OpenDo… Powered by @CopilotKit and AG-UI. Clone this template and customize it however you want. Enterprise-ready.

looks like they solved it. besides the fact that it reduced my head size by 20% at the 26th iteration and slowly made me fatter, everything else was almost intact. my tattoos are also a bit faded on the 100th edit, but no one in their right mind should be doing that many edits. very cool.

had a crazy idea today for the past two months i've been building a pretty massive app and truth be told, i often play catch-up on architecture, because features move so damn fast so today i asked claude (opus 5.5, high) "I have a weird task for you. I want you to look at the app and create, for lack of a better word, a canvas that I can zoom in and zoom out and move around to see how our architecture actually works." (full prompt in first comment) this came out pretty great and it truly visualized, with steps and connected graphs what everything does 10/10 would recommend

On behalf of Gemini 4’s modeling team to improve VibeCoding capabilities (spanning WebDev, 3D, games, full-stack, Android dev, and more), we just landed 91.9% on VibeCodeBench! As the AI race heated up, our release cadence accelerated dramatically. The pressure was immense - we worked day and night, non-stop, to land critical recipe improvements and push our model performance forward! Today, with Gemini 4, we came back strong! Huge thank you to my teammates who held the line through countless days and nights without ever complaining, and to our horizontal partner teams and leadership who believed in us and gave us unwavering support. Onward and upward!! 🚀