qwen-code vs pi-from-scratch
qwen-code: Qwen Code is an open-source AI coding agent from the Qwen team for the terminal, editors, a desktop app, a web UI and chat apps. It ships Auto-Memory, Auto-Skills, SubAgents, Agent Teams and MCP, and speaks OpenAI, Anthropic, Gemini and Qwen APIs, including third-party providers and local models through Ollama or vLLM, switchable at runtime. Integrations cover VS Code, Zed, JetBrains, Telegram, DingTalk, WeChat and Feishu.; pi-from-scratch: PI from Scratch is a Chinese-language article that rebuilds a minimal version of the pi coding agent, called nano-pi, in TypeScript. The companion site fills in the code alongside the text and offers a step-through trace of the execution flow.
TL;DR
A terminal coding agent backed by open Qwen models
Learn how a coding agent's tool loop works internally
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