The Vibe Working Era Begins! Moonshot AI Work Beta Launches, Making AI Your True Work Partner | BlueRun Ventures Family Headlines
Start Vibe Working
Last night, Moonshot AI officially launched Kimi Work Beta, a general-purpose local Agent for knowledge workers, alongside the latest test version of its Mac client (Windows coming soon).
BlueRun Ventures, an early investor in Moonshot AI, was the first to issue a term sheet during the company's Series A1 round three years ago. From 2023 to the present, BlueRun has continuously increased its stake across four consecutive rounds starting from Series A, witnessing Moonshot AI grow from scratch into an AI unicorn valued at over 100 billion RMB. As an early-stage investment firm that similarly pursues "undefined, trailblazing" values, BlueRun has gradually seen pure technical creativity transform into tangible productivity. We look forward to this local Agent for massive numbers of knowledge workers continuing to iterate and further unlock new momentum in the workplace.
Below is the full official announcement of Kimi Work Beta. Enjoy.
"Any sufficiently advanced technology is indistinguishable from magic."
Arthur C. Clarke, author of 2001: A Space Odyssey
Today, we invite you to experience Kimi Work Beta.
It is a general-purpose local Agent for knowledge workers, launched alongside the latest test versions of Kimi's Mac and Windows clients:
- At its core is Kimi Code, the local Coding Agent used daily by hundreds of thousands of programmers and all of Kimi's own staff, providing foundational local Agent capabilities including installing and using Skills, running scheduled tasks, and more.
- It inherits professional Skills from the online version of Kimi Agent such as website building and PPT creation, as well as professional databases for finance, scientific research, and law.
- It comes built-in with the Kimi WebBridge solution that uses a browser just like you do.
Most importantly, it also supports Agent clusters, capable of autonomously creating teams of up to 300 sub-Agents based on task complexity, helping you handle more complex, time-consuming tasks.
Vibe Working starts with Kimi Work:
Kimi Work is fundamentally a shift from TUI to GUI, from Coding Agent to Working Agent.
It migrates the Agent capabilities that Kimi Code has already proven in engineering scenarios into the desktop interactions familiar to ordinary knowledge workers: users no longer need to open terminals, write commands, or configure environments. Simply describe your goal in natural language, and Kimi Work can break down tasks, execute in parallel, call tools, use the browser, create and organize folders on your computer, and deliver work products such as documents, spreadsheets, and PPTs.
What's more interesting is that Kimi Work itself was deeply co-developed with Kimi Code.
During development, Kimi engineers used Kimi Code and other Coding Agent tools to complete the Beta versions of the Mac and Windows clients within one week. Throughout the development process, over 50,000 lines of valid code were produced, of which 92% were autonomously generated by AI.
This was made possible by the long-horizon task execution capabilities of the Kimi K2.6 model: supporting 13 hours of continuous coding, 300 sub-Agents working in parallel, and over 4,000 autonomous tool calls.
Kimi Code serves developers who write code; Kimi Work serves knowledge workers trapped by tedious tasks every day. The former frees developers from repetitive implementation; the latter frees knowledge workers from information搬运, file organization, data analysis, and report production.
Let's see what Kimi Work can do for you:
📈 Finance Scenarios
Have Kimi Work research Warren Buffett's holdings over the past ten years, summarize his investment strategy, and generate a Warren Buffett investment Skill. Then install this Skill and use it to connect with Kimi's professional financial data sources to analyze whether your holdings and investment strategy align with Buffett's value investing approach.
Workflow: Research ▶ Generate Skill ▶ Install Skill ▶ Use Skill and call Kimi's professional financial data sources for analysis
🧬 Research Scenarios
Have Kimi Work become an urban computing researcher, helping you clean simulation datasets on your computer, summarize core feature patterns, and produce academic charts. Then use this cleaned data and these charts to assist you in completing your paper.
Workflow: Local data cleaning ▶ Chart generation ▶ Assist with paper completion
📁 Office Scenarios
Have Kimi Work read product proposals, industrial design prototypes, and GTM plans from folders on your computer, and call upon Kimi WebBridge's capabilities to use a browser to log into subscribed data dashboard websites for research. Through deep research on market trends, overseas regulations, and competitor business status, combined with proprietary dashboard analysis of 2,400+ user reviews, generate a 128-page cross-border e-commerce market analysis report. Then have Kimi Work call a dedicated PPT Skill to transform the report content and local design prototypes into a presentation PPT with one click.
Workflow: Local file reading ▶ Local browser access to subscribed databases ▶ Deep report generation ▶ Call PPT Skill ▶ Client deliverable output
Kimi Work is currently iterating at a pace of multiple versions per day.
The current focus is testing the boundaries and application potential of Kimi Work in task decomposition, multi-Agent parallel execution, tool calling, browser operations, local file processing, and long-form deliverable generation.
We will continuously optimize execution stability, delivery quality, and user experience based on feedback from beta testers. If you're interested in exploring and iterating alongside Kimi Work, welcome to download and install the Beta version to experience it.
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