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PilotDeck Agent OS Review: Tsinghua Open-Source AI Agent Cuts Token Costs by 70%

PilotDeck Agent OS Review: Tsinghua Open-Source Agent Tool Cuts Token Costs by 70%

Has the “little crayfish” gone cold? OpenClaw, which suddenly became popular across China in early 2026, seems to have cooled down already. Some friends around me who used to stay up all night modifying OpenClaw have quietly put it aside. This project, once said to have exploded on GitHub at a speed rarely seen before, now has almost fallen to freezing point in terms of attention. Maybe OpenClaw has already finished its historical mission. It came like a hurricane and, for the first time, really pushed the Agent paradigm into the public view. It made many people realize one thing: AI is not only a chatbot that talks with you. […]

PilotDeck Agent OS Review: Tsinghua Open-Source Agent Tool Cuts Token Costs by 70% 続きを読む »

openai codex update ai takes over your mac (zero human input)

OpenAI Codex Update: AI Takes Over Your Mac (Zero Human Input)

OpenAI’s agent Codex, this time directly goes hard against Claude Cowork. Codex is OpenAI’s flagship code generation model, supporting products like GitHub Copilot, and has become an indispensable AI assistant for developers worldwide. This OpenAI Codex update is very heavy. YouTube creator Mike Russell released an actual test video, the effect is explosive. He handed his Mac completely over to OpenAI’s newly upgraded Codex, letting GPT-5.5 control Adobe Audition to repair audio, use Photoshop to make a cover, and then use Adobe Firefly to generate an AI video. From beginning to end, zero human operation throughout the whole process. This is not a Demo, not a PPT, it is a

OpenAI Codex Update: AI Takes Over Your Mac (Zero Human Input) 続きを読む »

deepseek v4 becomes openclaw’s default model

DeepSeek V4 Becomes OpenClaw’s Default Model Starting Today

OpenClaw’s latest version has officially announced that DeepSeek V4 Flash has become the default large model. The world’s hottest open-source Agent framework with 250k+ stars has pushed China’s strongest open-source AI straight into the C position. Today, OpenClaw officially brings in DeepSeek V4! Once the new version OpenClaw 2026.4.24 was released, it immediately connected to the latest two versions of DeepSeek V4— V4 Flash becomes the default large model, and V4 Pro has also gone live in the model library. Starting today, every person around the world who updates OpenClaw, in the very first second after opening it, the brain talking with them is DeepSeek V4 Flash. It can be

DeepSeek V4 Becomes OpenClaw’s Default Model Starting Today 続きを読む »

openclaw collapse

OpenClaw Collapse: From AI “God Project” to Crisis in Just 5 Weeks

Five weeks ago, Jensen Huang personally stood on stage and crowned OpenClaw as something almost divine. Now, even major companies don’t dare install its latest version. Rapid iteration, constant crashes, downloads cut in half—there’s even “one-click migration” code floating around. On March 16, at GTC, Huang stood there in his leather jacket and gave OpenClaw his blessing. OpenClaw is the operating system for personal AI.Mac and Windows are operating systems for personal computers; OpenClaw is the operating system for personal AI. While the entire audience stood up and applauded, probably no one expected that this “fastest-growing open-source project in human history” would collapse in just five weeks. Updates That Break

OpenClaw Collapse: From AI “God Project” to Crisis in Just 5 Weeks 続きを読む »

claude ai

Claude Code Removed from Pro Plan? Here’s What’s Really Happening

No — Claude Code has not been fully removed from the Pro plan. However, Anthropic is running a limited experiment (~2% of new users) where Claude Code is not included, while also tightening usage limits across Pro. In practice, many users experience severe constraints that make Claude Code difficult to use, leading to the widespread perception that it has been “removed” or effectively moved to higher-tier plans like Max. Why Do People Think Claude Code Was Removed from Pro? The confusion comes from three overlapping changes: 1. Pricing Page No Longer Lists Claude Code Anthropic quietly updated its pricing page. Claude Code is no longer explicitly listed under Pro. What

Claude Code Removed from Pro Plan? Here’s What’s Really Happening 続きを読む »

chatgpt codex vs claude code

ChatGPT Codex vs Claude Code: Are AI Coding Tools Becoming the Same?

A few days ago, OpenAI officially released its brand-new large model, GPT-5.4-Cyber. Like many people online have said, this model gives a very strong sense of déjà vu. This new model, in its target users, application scenarios, and even marketing strategy, almost completely mirrors Anthropic’s recently released Claude Mythos. This kind of “close combat” has reached a point where it’s no longer even disguised. Even The New York Times pointed it out bluntly in a recent headline: “Like Anthropic, OpenAI…” This trend of homogenization is not just at the level of base models. If you look at the series of products released by these two companies recently, you’ll notice they

ChatGPT Codex vs Claude Code: Are AI Coding Tools Becoming the Same? 続きを読む »

from vibe coding to wish coding ai programming reaches a consumer turning point

From Vibe Coding to Wish Coding: AI Programming Reaches a Consumer Turning Point

In recent months, “Vibe Coding” has become a widely circulated buzzword, with many developers eager to learn how to properly do vibe coding. A new wave of tools represented by Cursor, Claude Code, and advanced models like Claude Opus 4.7 is pushing software development efficiency to new heights. Developers who are familiar with engineering systems are experiencing a leap in productivity. They can complete more work in less time, even building complex systems in a nearly “conversational” way. But this wave of efficiency has not yet truly reached the majority of people. Even if AI can generate tens of thousands of lines of code, ordinary users are still blocked by

From Vibe Coding to Wish Coding: AI Programming Reaches a Consumer Turning Point 続きを読む »

openclaw hits 160k stars

OpenClaw Hits 160K Stars — But Exposed Gateways Reveal Serious Security Risks

Recently, OpenClaw has become extremely popular. In just a few days, this open-source AI assistant with a red lobster logo, OpenClaw, has gained more than 160,000 stars on GitHub. It is like a 24×7 online super employee. You only need to send instructions through chat tools such as WhatsApp or Telegram, and it can automatically handle emails, organize calendars, browse the web, manage files, and even execute code or complete complex tasks—a workflow that perfectly complements modern development practices like properly doing vibe coding. But while it is popular, there are also many problems. Besides complex deployment and poor compliance, the most criticized issue is the frequent occurrence of security

OpenClaw Hits 160K Stars — But Exposed Gateways Reveal Serious Security Risks 続きを読む »

how to properly do vibe coding

How to properly do Vibe Coding? This is a masterclass from the head of programming agents at Anthropic

If you break your hand, wear a cast for two months, but work cannot stop, what should a programmer do? Erik Schluntz, a researcher at Anthropic and co-author of Building Effective Agents, gives an answer: hand everything over to Claude. Today, as AI is forcefully reshaping the rules of the software industry, Vibe Coding has become an unavoidable question for companies that want to multiply productivity. A few months ago, Schluntz stepped forward with his unusual experience of being forced into “fully automated work,” and discussed a somewhat controversial topic: how to responsibly practice Vibe Coding in production environments. This talk is full of practical insights, and in recent days

How to properly do Vibe Coding? This is a masterclass from the head of programming agents at Anthropic 続きを読む »

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