Agent

On April 24th, the AI Program Tool Company Augment Code released an internal study yesterday: extracting dozens of AGENTS.md from its home code library to measure its actual impact on the quality of coding AI smarts output. The results show that a well-written AGENTS.md brings an upgrade equivalent to a model that went from Haiku to Opus, which is not written at all. The study found that valid AGENTS.md should keep the main file at 100 to 150 rows,..

On April 23rd, OpenAI released a book today (23 April) announcing the launch of Workspace Agents in ChatGPT to support teams in creating collaborative intelligence that can handle complex tasks and long-cycle workflows. 1AI has attached the following presentation: This function focuses on collaborative challenges across time zones and tools, supported at the bottom by Codex, which can handle a wide range of office tasks, from report preparation, code writing to message response. Smart bodies are running in the clouds, supporting all-weather work, even if..

On April 23rd, Google (21st of April) published an article announcing the upgrading of its autonomous research intelligence, and the launch of Deep Research and Deep Research Max, based on the Gemini 3.1 Pro model, to transform it from a complex summary engine to a basic component of an enterprise-level workflow. 1AI quotes the Boeven presentation that Deep Research smarts apply to interactive user scenes, balancing optimized speed and efficiency; and Deep Research Max fits..

On April 23rd, the mime OS3 Beta version yesterday pushed the "crawfish" smart body, Xiaomei piclaw, to the millet 17 series, REDMI K90 Pro Max. According to Mi, Xiaomi Miclaw can make a mobile phone an AI tool that, after understanding your intentions and giving you a mandate, can call on one side of the application, ecological ability, and can select system-level tools for your command. It can know you, remember you, and judge your vague task, and help you to do it. It still holds..

On April 17th, China launched the OfficeClaw, an OfficeClaw self-researched lobster office smart body that will issue invitations to the cloud network at 10 points a day. OfficeClaw supports a variety of smart office scenarios, and 1AI organizes as follows: Quick Generation of Professional PPT: Dialogue One-Key Generates Professional PPT, AutoClassing, Leaves out the cumbersome and collage of content Daily Time news delivery: Service on a regular daily basis, easy access to industry dynamics and hot spots, farewell manual brush collection..

Meoo Sesame is a cloud-based AI development smart body tool launched by Aliyun under Ali Baba's banner, and official positioning is a “programming, design, self-deployed AI partner”. Meoo Speculation integrates the powerful generation capacity of large language models, as well as the automated implementation capacity of software development, providing the three main capabilities of Fast (quick delivery), Agent (deep thinking) and Swarms (parallel tasks). Users need only describe their needs in natural languages

On April 14th, according to Business Insight, Microsoft Executive Vice President Rajesh Jha recently proposed at an industry meeting that, following the large-scale deployment of AI smarts by future companies, they might need to buy software licences like employees. Jha believes that when the number of AI smarts in an organization exceeds the number of human employees, each smart body will become an independent "user" requiring its own identification, log-in account number and even a software seat. These are AI intelligent bodies with independent identities in the system, each of which is a potential paid seat. I don't know

In the AI world, “Agent” has been almost a high-frequency word for two years. But it's funny -- a lot of people actually use Agent every day, but they don't realize they use it. For example, you're writing code with Claude Code, Codex, Gemini CLI, OpenCode; or using Cursor, VSCode Plugin, Google Antigravity; or even, like OpenClaw, CoClaw, LobsterAI, automatic missions..

According to news reports of 1 April, the National Intellectual Property Agency issued a risk alert today (1 April) that intellectual tools such as OpenClaw are exposed to a default security configuration that is vulnerable to serious security risks and that the use of such smarts to prepare patent applications may also trigger multiple risks. 1AI has learned from the reports that the risk of using such smarts to write patent applications may be as follows: “Technology leak” risk: intelligences such as OpenClaw have risks such as over-authorization, security gaps, plugs poisoning, etc., and use them to write applications easily..

ClawHub, the world's leading AI Smart Skills Registration Centre and Distribution Platform in 2026, is recognized as the “official application store” for OpenClaw ecosystems. Its core mission is to provide a standardized "Skills" hosting space for developers and ordinary users, enabling AI agents to achieve qualitative changes from "chat" to "execution" by installing these plugins. ClawHub has over 3,500 high-quality skills packages with community contributions, covering various areas such as automated office, code development and social media management. It's..

JVS Claw (J.A.R.V.I.S. — Just A Mother Very Intelligent Stewart) is an AI smart body assistant, formerly known as JVS, recently upgraded to JVS Claw, an integrated AI smart assistant, launched by Aliyun. JVS Claw is based on OpenClaw framework, which can be deployed with one key at the cloud & local level, free of cumbersome configuration, multiple-end access, immediate..

On March 24, Ali International announced that it was officially the first AI-level corporate intelligence, Acio Work, to be officially posted overseas, that it could “do business autonomously” and disclose that the number of business users on the platform now exceeds 10 million. It was described that there were a number of specialized intelligence bodies, such as “webshop operation” and “one substitute” for “wire-storage” inside “Accio Work”, and that a large number of specialized “skill packages” had been tailored to the business field, covering a wide range of fields, including electricians and supply chains, marketing and content creation, research and insight, finance and finance. User just give Accio Work..

On March 24, according to The Inside of Business, Mark Cuban, a billionaire investor, wrote in X that AI ' s smart body would help staff reduce their working hours by one hour a day. In his view, "smart big companies" should encourage employees to create and use AI smarts to improve productivity and to reward them with shorter working hours - one hour less per day with no change in pay. "I need more time to reward those who work day after day," Kuban writes. Kuban said on the same day that he was not an AI "end-of-life" theorist

On March 19th, according to Inner Business, the British CEO Wong In-hoon repeatedly referred to a concept at the previous GTC conference: Token. Huang In-hoon defined the future computer as "manufacturing equipment for the production of Token" and predicted that Token would become a fixed expense in the enterprise's budget, like laptops or software subscriptions. He said that engineers might get "Token budget" in the future to increase productivity and throw a very topical idea in the keynote speech: - To provide an engineer with a value equal to his annual salary..

On March 16th, the Chinese Internet Finance Association released a Risk Alert on OpenClaw ' s Safety Application in Internet Finance yesterday. The China Internet Finance Association has suggested that OpenClaw ' s smart body, while improving the efficiency of its work, its default high-system privileges and weak security configurations are easily exploited by the attackers and represent a breakthrough for the theft of sensitive data or the illegal manipulation of transactions, posing serious risk challenges for the industry. The China Internet Finance Association recommends that financial consumers be extremely careful to install individual financial services at the end of online banking, securities transactions, payments, etc

On March 16, according to a recent NVDB monitoring of the Ministry of Industry and Information Technology ' s Internet Security Threats and Gaps Information Sharing Platform (NVDB), the fire-covered OpenClaw has a high security risk in the case of default or inappropriate configuration, which can easily trigger cyberattacks, leaks, etc. In response, a number of higher education institutions have issued early warning notices on the risks associated with OpenClaw to ensure the safety of personal information, school network and data assets for students and teachers throughout the school

On March 12, according to news, as the Lobster War intensified, the Lobster was becoming “efficient and unsafe” and was becoming the focus of public attention. The launch of the country's first AI Agent (intelligence) product, LobsterAI, is also the country's first full-source AI Agent product of 100%. According to 1AI, there's a lobster on-line with a find-skills tool that covers 5,000..

On March 11th, the Chairman and Chief Executive Officer of the Board of Directors was informed that at 2 a.m. today, at a time in the friends' community, a public article calling for the launch of a matrix of all “crawfish” products was transmitted, accompanied by a text entitled “Self-study lobster, local shrimp, cloud shrimp, corporate shrimp, cloud-top shrimp, safe isolation shrimp house, cloud security, knowledge base ... and a series of products”. March 9th, the whole scene under the flag of AI Smart WorkBuddy is officially online. It's been described that WorkBuddy is fully compatible with OpenClaw's skills and has also made it easier to use,..

On March 6, Cursor announced today (6 March) the launch of the Automations tool to address the energy bottlenecks of engineers in managing numerous programming smarts, breaking the traditional “tip and monitor” mode and automatically triggers intelligence via a code library, Slack messages or timers. 1AI quotes Boven that the work of software engineers has become extremely complex with the rapid spread of intelligent body programming. Single engineers may now need to oversee dozens of programming smarts at the same time and initiate and direct different processes according to demand, thus bringing..

A day ago, OpenClaw, an open-source smart-body project across the grid, announced that it was on the GitHub top-star list, going beyond Linux and React. We now observe that the plum has now won over 250,000 starmarks. It also shows that OpenClaw currently ranks 13th on the list of GitHub's highest star in history.com. It's worth mentioning that recently OpenClaw also produced a bunch of "door-to-door" services, overseas..

On March 4th, Ali announced that QoderWorker desktop Agent was fully open and suitable for the Mac/Windows platform, which, without additional deployment, would have a “special AI assistant who can do business”, called “available to all”. It was described that the QoderWork application had internalized top-of-the-art models and the Agent framework, allowing for an autonomous understanding of complex mission intentions, automatic dismantling of implementation steps and real-time feedback of mission progress to users. And this new one has added a model grader, and the user can choose from the use..

On February 27, China officially released a public version of the CodeArts, which provides developers and businesses with smart coding solutions with engineering capabilities. China claims to be based on China ' s long-standing R & D practice and the sank of the hundreds of billions of-grade coding banks, and on the development of engineering capabilities and enterprise-level development standards, as well as on the AI coded smarts that China has built for the cloud algorithm base. China is a cloud-coded large model, an IDE, an autonomous development model, covering code generation, R&D questions and answers, module testing case generation, expert skills, Skills, Codebase..

Copaw, a personal intelligence workstation launched by the Ali Yuntung Laboratory, was launched online on 14 February 2026, targeting OpenClaw. Copaw is based on the ecological construction of the generalist team AgentScope, which provides multiple functions such as multiplatform interaction, long-term memory, automated missions and scalable capabilities, and supports interaction through a variety of chat tools, such as nails, flying books and QQQ, to help users perform their tasks in their daily lives and work. Copaw supports local installation, cloud deployment..

ZeroClaw is an AI proxy running time frame in Rust, located as a very lightweight alternative to OpenClaw. The project was opened in February 2026 and in two days more than 3,400 stars were acquired in GitHub. Its core advantage is its impressive performance: only 7.8 MB, nearly 200 times lower than OpenClaw, run-time memory; cold start time is less than 10 milliseconds, 400 times faster than OpenClaw. The binary file is only 3.4MB and can be deployed on low-capacity equipment such as berry pie. Structure, ZeroClaw..