Multi-Agent AI Team
A full AI team — PM, Engineer, Designer — collaborates to turn your prompt into a working product.
Kimi K3
Moonshot AI's flagship model for long-horizon coding and end-to-end knowledge work, with a 1M-token context window and native visual understanding.
No credit card requiredDeploy in secondsFull code ownership
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What is Kimi K3?
Kimi K3 is an AI model available through Atoms for coding, reasoning, research, and tool-driven workflows. Moonshot AI's flagship model for long-horizon coding and end-to-end knowledge work, with a 1M-token context window and native visual understanding. Review the model details below, compare alternatives, and start with the example prompt in the hero.
| Decision point | What to check |
|---|---|
| Best for | coding, reasoning, research, and tool-driven workflows |
| Access | Available through the Atoms model workflow when shown in the current model selector |
| Evidence | Provider information and the practical guidance on this page |
| Limitation | Results depend on the prompt, task, selected settings, and review workflow |
| Page verified | August 23, 2026 |
Kimi K3 is Moonshot AI's flagship model for long-horizon coding, agent workflows, and end-to-end knowledge work. It combines a 1M-token context window with native visual understanding, giving builders room to work across large codebases, long document collections, images, and video inputs in one workflow.
- 1M-token context window: analyze large repositories, research corpora, and extended project histories
- Long-horizon coding: plan and execute complex programming work across many steps
- Native multimodal understanding: work with text, images, and video input
- Agent-ready tool use: call external functions and APIs for multi-step workflows
- Structured output: use JSON mode for reliable downstream processing
- Controllable reasoning: choose low, high, or auto reasoning effort for the task
Moonshot AI describes Kimi K3 as a 2.8-trillion-parameter model built for industry-leading intelligence. On Atoms, Kimi K3 can power practical product work rather than stopping at chat: research the problem, plan the build, generate the code, review the result, and ship.
Code Generation
Bug Detection & Fixing
Code Refactoring
Code Explanation
Documentation Generation
Unit Test Writing
Why AtomsWhy use Kimi K3 on Atoms?
- Turn long-context reasoning into a product: move from research and planning directly into implementation
- Multi-agent workflow: Product Manager, Engineer, and Designer agents coordinate around one goal
- Multimodal product input: use documents, screenshots, images, and video as project context
- No manual infrastructure setup: Atoms handles preview, hosting, SSL, and deployment
- Full code ownership: export to GitHub and keep control of everything you build
Multi-Agent AI Team
PM, Engineer, and Designer work together to turn your prompt into a complete product.
Ship in Minutes, Not Months
Go from idea to deployed product with one conversation. No setup, no config.
Full Code Ownership
Export to GitHub anytime. You own everything — no vendor lock-in.
How to Use Kimi K3 on Atoms
Start Building Now01
Tell Kimi K3 what you want to research, build, or automate. Add documents, screenshots, or other project context when useful.
02
Your Atoms team uses Kimi K3's 1M-token context to connect requirements, code, references, and prior decisions into a structured plan.
03
The Engineer agent implements the product while the team reviews behavior, catches edge cases, and iterates across the full project context.
04
Preview the finished result and ship it to a live URL. Atoms handles hosting, SSL, and version history.
Why Build with Kimi K3 on Atoms
Full Code Ownership
Export your code or sync to GitHub anytime. You own everything you build.
One-Click Deploy
Go live instantly. Atoms handles hosting, SSL, and server config so you can focus on building.
Visual Editor
Edit your app visually — tweak layouts, colors, and content without touching code.
What you can build with Kimi K3
SaaS Dashboard
Build a full-stack SaaS with user auth, billing, and real-time analytics.
E-commerce Store
Create a product catalog with cart, checkout, and Stripe payments.
Internal Tools
Ship admin panels, CRMs, and workflow tools for your team in minutes.
Mobile App
Build cross-platform mobile apps with native-feeling UI and push notifications.
Check out our featured use cases
Real apps and pages teams have shipped on Atoms — pick one as a starting point.
AI Startup Idea Validator
Describe your startup idea and get market research, competitor analysis, and a testable MVP to validate demand.
AI Presentation Maker
Describe your topic and audience and get a complete, ready-to-present slide deck with structured content.
AI MVP Showcase Page
Describe your MVP idea and get a deployed showcase page with waitlist signup, feature previews, and payment collection.
AI Clothing Store Builder
Describe your clothing brand and get a deployed store with lookbooks, size guides, collections, and Stripe checkout.
DIY Website Builder
Build your own website by describing what you want. No designers, no templates, no code required.
Salon Website Builder
Describe your salon and get a deployed site with service menus, online booking, stylist profiles, and payments.
Atoms vs. Building from Scratch
AtomsDIY / From Scratch
Time to launch
Minutes
Weeks to months
Technical skills needed
None
Full-stack development
Deployment & hosting
One-click, included
Manual setup required
AI model access
Top AI models, pre-configured
API keys, SDKs, billing
Ongoing maintenance
Handled for you
You manage everything
Free Tier Available
Start using Kimi K3 for free
No credit card. No setup. Just describe what you want and Atoms ships it.
- 15 free credits every dayYour daily quota refills automatically — keep iterating without running a tab.
- No credit card requiredSign up in seconds with email or Google — start building on the free tier immediately.
- Top AI models, one accountSwitch between Kimi K3 and other frontier models anytime, from the same chat.
- No setup, no infraYour AI team plans, builds, and previews — no local tooling or deploy pipeline to manage.
- Production-ready deployShip to a live URL with custom domain, SSL, and version history on every build.
Frequently Asked Questions
Start Building with Kimi K3
Use long-context coding and multimodal reasoning to turn complex ideas into working products.
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