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Alibaba Cloud coding assistant

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What Lingma is

Lingma is Alibaba Cloud's intelligent coding assistant based on the Qwen model. It provides automatic code generation, intelligent Q&A, function completion, cross-file semantic understanding, batch refactoring and test case generation, with integration into VS Code, JetBrains IDEs and web IDEs.

Enterprise deployments can connect a private knowledge base and use permission management for source code security.

What you can do with it

  • Complete and generate code in the editor
  • Refactor across several files
  • Generate unit tests
  • Ground answers in a team knowledge base

Who it is for

  • Developers maintaining large projects
  • Enterprise teams needing permission control
  • Organisations standardising AI coding assistance

What to watch out for

  • Generated code needs review and tests before merging
  • Sending source to a hosted service requires a decision about proprietary code and data residency
  • Knowledge base features store internal conventions, so control who can read them
  • Confirm current IDE support, availability and plan terms

Pros & cons

✓ What we like

  • Project-level understanding
  • Private knowledge base support
  • Mainstream IDE coverage

! What to watch out for

  • Code leaves your environment unless self-managed
  • Output needs review
  • Regional availability to confirm

FAQ

What does it do?

Code generation, cross-file understanding, refactoring and test generation with Q&A support.

Which editors work?

VS Code, JetBrains IDEs and web IDEs are named.

Is it enterprise-ready?

Private knowledge base access and permission management are offered for enterprise use.

Last reviewed: 2026-09-17

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