Tongyi Lingma

Tongyi Lingma is Alibaba Cloud’s AI coding assistant that offers real-time code continuation, Q&A, debugging, and multi-file collaboration to make development faster and more accurate.

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Features of Tongyi Lingma

Line-level and function-level real-time code continuation, generating code in seconds that fits the business logic
The programming AI agent autonomously decomposes tasks, automatically scans the project and executes terminal commands
Development Q&A powered by Alibaba Cloud documentation and open-source knowledge, providing precise answers
One-click error diagnosis, giving fix strategies and code patches based on context
Supports VS Code, the entire JetBrains family, and the self-developed Lingma IDE, with full coverage for mainstream languages such as Java, Python, and TypeScript

Use Cases of Tongyi Lingma

When taking over a new project, let AI outline the structure and complete new feature code
Writing unit tests is time-consuming; use TestAgent to batch generate and automatically fix compilation errors
When online error messages are complex, a one-click paste provides root-cause analysis and readily applicable fix code
Before code reviews, call Diff-Review across multiple files to automatically optimize standards and comments
During front-end and back-end integration, quickly look up SDK usage and examples through intelligent Q&A

FAQ about Tongyi Lingma

What is Tongyi Lingma?

Tongyi Lingma is Alibaba Cloud’s AI coding assistant based on the Tongyi large model, providing code continuation, intelligent Q&A, error repair, and task-level programming agents.

Which IDEs and languages does Tongyi Lingma support?

Compatible with VS Code, Visual Studio, the entire JetBrains family, and the self-developed Lingma IDE; supports Java, Python, TypeScript, C/C++, Go, and more than ten mainstream languages.

What is the difference between the Personal and Enterprise editions?

The Personal edition offers free access to basic code continuation and Q&A; the Enterprise edition additionally provides a unified code-style knowledge base, member permission management, private deployment, and SLA guarantees.

Is the generated code safe?

Tongyi Lingma runs within Alibaba Cloud’s security framework, supports private cloud and edge computing, and does not transfer or store code off-site; the Enterprise edition can sign a data privacy annex.

How can I improve continuation accuracy?

Keep the project structure clear and comments complete, and use the shortcut (Alt/Option+P) to manually trigger, allowing the model to make full use of cross-file context; accuracy can be significantly improved.

Features of Tongyi Lingma

Line-level and function-level real-time code continuation, generating code in seconds that fits the business logic

The programming AI agent autonomously decomposes tasks, automatically scans the project and executes terminal commands

Development Q&A powered by Alibaba Cloud documentation and open-source knowledge, providing precise answers

One-click error diagnosis, giving fix strategies and code patches based on context

Supports VS Code, the entire JetBrains family, and the self-developed Lingma IDE, with full coverage for mainstream languages such as Java, Python, and TypeScript

Use Cases of Tongyi Lingma

When taking over a new project, let AI outline the structure and complete new feature code

Writing unit tests is time-consuming; use TestAgent to batch generate and automatically fix compilation errors

When online error messages are complex, a one-click paste provides root-cause analysis and readily applicable fix code

Before code reviews, call Diff-Review across multiple files to automatically optimize standards and comments

During front-end and back-end integration, quickly look up SDK usage and examples through intelligent Q&A

FAQ about Tongyi Lingma

What is Tongyi Lingma?

Tongyi Lingma is Alibaba Cloud’s AI coding assistant based on the Tongyi large model, providing code continuation, intelligent Q&A, error repair, and task-level programming agents.

Which IDEs and languages does Tongyi Lingma support?

Compatible with VS Code, Visual Studio, the entire JetBrains family, and the self-developed Lingma IDE; supports Java, Python, TypeScript, C/C++, Go, and more than ten mainstream languages.