Kimi K2.6 goes live with 300-agent workflows

Moonshot AI’s Kimi app now adds 300-agent workflows, one-prompt site building, and multi-claw group chat.

Kimi has pushed its K2.6 update live on the App Store, pitching the iPhone, iPad, Mac, Vision, and Watch app as a productivity tool for research, coding, slides, and office work. The listing says the app is free with in-app purchases, carries a 4.8 rating from 4.5K reviews, and is built by Moonshot AI.

What changed

K2.6 centers on agentic work rather than chat alone. The update adds Multi-Claw Group Chat, where users can pull multiple agents into a shared thread and invite human collaborators, plus a new “Claw Group” pitch for parallel work on complex tasks.

The biggest upgrade is Kimi’s “vibe coding” and visual coding flow. According to the App Store text, a single prompt can generate a production-ready website with databases, auth, admin panels, and animated visuals, while uploaded designs, mockups, sketches, or screen recordings can be turned into a matching site.

• Agent Swarm can deploy up to 300 sub-agents.
• The app claims support for 4,000 execution steps.
• Users can analyze up to 50 files at once.
• Web search spans 100+ websites, per the listing.
• Visual Agentic Slides turns references into editable presentations.
• Office Agent handles PPT, Word, Excel, and PDF workflows.

Other listed features include Kimi K2.6 Thinking for math, physics, logic, writing, and code; persistent memory and scheduled tasks through Kimi Claw; and “one-click” reuse of outputs as custom Skills. The App Store version history also shows a steady stream of recent bug-fix releases, with version 2.7.3 listed as updated 4 days ago.

Why it matters

Kimi is moving from a research assistant into a broader workbench for builders. For developers, the draw is clear: fewer handoffs between ideation, research, prototyping, and presentation, especially when the app claims to handle databases, auth, charting, and document conversion in one place.

The market angle is just as direct. Kimi is positioning itself against premium AI assistants by bundling multi-agent execution, office automation, and web app generation into a single mobile product, while the App Store reviews show both strong praise and pushback on pricing and design.

The key question is whether users want another chat app, or a phone-sized agent stack that can actually ship work. Kimi’s K2.6 bet is that the latter will win.