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通義靈碼 (Tongyi Lingma)

Alibaba's free Chinese coding copilot powered by Qwen-Coder

CodeFreeLLM-drafted

Part of this entry was LLM-drafted and is being polished.

Tongyi Lingma (通義靈碼) is Alibaba's coding assistant — free for individual use, IDE plugins for VS Code / JetBrains. Powered by Qwen-Coder, the same family as the open-weights Qwen-Coder models. Capabilities include line / function completion, AI chat with code context, automated test generation, code review, and a research-mode for repo-level Q&A. Inside Aliyun's enterprise plan it integrates with code review pipelines.

Editor's verdict

Tongyi Lingma is the practical Copilot replacement for Chinese-sphere developers — free, fast, IDE plugin works. Code-completion accuracy on Java / Python / Go is at GitHub Copilot 2023 level (not 2025-best, but honestly free). Hard ceiling: no agentic mode, no MCP, can't compete with Cursor / Claude Code on whole-feature edits. Pair Lingma for inline completion + Cursor / Claude Code for big tasks; stop paying $10/mo for Copilot.

Use cases

  • 程式碼自動補全
  • 程式碼解釋
  • 問題排查
  • AI 助手對話

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Last updated: 2026-04-29

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