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
More AI coding tools tools
View all →-
100 Vibe Coding Learn vibe coding by building Free tools Enterprise tools Developer tools API integration Coding -
10Web Prompt to WordPress site with hosting Free tools Developer tools No code development Coding Website builder -
16x Prompt Context management for AI coding Free tools Workflow automation Developer tools API integration Coding -
a0.dev Chat-built mobile apps to store Free tools Developer tools No code development Coding App builder -
Adalo No-code apps with a visual canvas Free tools Developer tools No code development Coding App builder -
AgentQL Natural language web data extraction Freemium tools Developer tools Browser extension Data extraction Coding