Manus AI – Complete Course for Developers

Isolated cloud sandbox environment

Every task runs in a dedicated virtual machine with a full browser, file system, and networking capabilities, enabling real-time internet access, software installation, and file creation.

AI agent vs. chatbot distinction

Unlike ChatGPT or Gemini that generate text replies, Manus functions as an 'action engine' that autonomously breaks requests into executable steps, browses live websites, and delivers finished files or spreadsheets.

Cross-platform availability

Accessible via web interface at manus.im, with native desktop applications for Mac and Windows and mobile apps for iOS and Android.

Wide research for parallel processing

Automatically deploys multiple isolated agent instances to research numerous items simultaneously, preventing quality degradation that typically occurs in sequential research after approximately eight items.

Browser operator for authenticated sites

A Chrome/Edge extension enables Manus to control your local browser, accessing subscription services and password-protected sites using your existing login credentials and cookies.

Live execution monitoring

Real-time sidebar displays activity logs and a cloud browser view showing cursor movements and page navigation, though tasks continue processing on servers if users close the tab.

Task-oriented delegation framework

Structure prompts as specific job assignments rather than questions, explicitly stating desired output formats like PDFs or spreadsheets and providing sufficient context for autonomous execution.

File upload integration

Supports drag-and-drop of PDFs, Excel files, and documents for analysis, enabling workflows like enriching lead lists with research data or generating presentations from existing reports.

Chat vs. Agent mode awareness

The system automatically selects Chat mode for simple queries or Agent mode for multi-step tasks requiring sandbox execution, with users able to rephrase prompts to trigger action-oriented output.