Qwen3-Coder has become a powerhouse for developers, offering deep logic and high-speed completions. By integrating it with the Roo Code extension in Visual Studio Code, you can turn your editor into an autonomous coding agent.
Here is the complete guide to setting up your environment, from cloud registration to local integration.
Phase 1: Cloud Configuration
Before running the model locally, you need to establish your credentials through Alibaba Cloud.
Register an Account: Go to
and create a new account.Alibaba Cloud Access Model Studio: Navigate to the
. This is the central hub for managing AI models.Model Studio Console Generate your API Key: * Browse the available models and select the Qwen series.
Click the Get API Key button.
Tip: Keep this key secure; you will need it if you choose to bypass OAuth later.
Phase 2: Local Environment Setup
Now, let's prepare your machine to bridge the gap between the cloud and your code editor.
1. Install the Qwen Client
Open your terminal and install the official Qwen CLI globally using npm:
npm install -g @qwen-code/qwen-code@latest
2. Authenticate via OAuth
To simplify the connection without manually managing keys every session, use the OAuth flow:
In your terminal, type:
qwenSelect the OAuth option when prompted.
This will open your browser to authorize the connection. Once confirmed, your credentials will be stored automatically on your laptop.
3. Prepare VS Code
If you haven't already, download and install
Phase 3: Integrating with Roo Code
The final step is connecting the Qwen engine to the Roo Code (formerly known as Cline) extension.
Install Roo Code: Open VS Code, go to the Extensions view (
Ctrl+Shift+X), search for "Roo Code", and click Install.Configure the Provider:
Open the Roo Code panel on the sidebar.
Click the Settings (gear icon).
Under API Provider, select Qwen Code.
Select Your Model:
Depending on your needs, you can choose between different versions:
Qwen Code Plus: Best for complex architecture and deep debugging.
Qwen Code Flash: Optimized for speed and quick refactors.
All Done!
You are now ready to use one of the most capable coding models directly within your IDE. You can now ask Roo Code to generate files, fix bugs, or explain complex logic using the Qwen backbone.
Note: If you encounter any connection issues, ensure your terminal is still logged in by running the
qwencommand to refresh your OAuth token.

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