{"id":10021530,"date":"2026-11-01T14:53:07","date_gmt":"2026-11-01T06:53:07","guid":{"rendered":"https:\/\/itmax.cn\/?p=10021530"},"modified":"2026-11-01T14:53:14","modified_gmt":"2026-11-01T06:53:14","slug":"qwen-code-20261101","status":"publish","type":"post","link":"https:\/\/itmax.cn\/?p=10021530","title":{"rendered":"\u6bcf\u5929 2000 \u6b21\u514d\u8d39\u8bf7\u6c42\u7684\u653b\u7565\u90fd\u8fc7\u671f\u4e86\uff5cQwen Code \u88c5\u5b8c\u4e00\u904d\uff0c\u6211\u628a\u65b0\u65e7\u4e24\u672c\u8d26\u7b97\u6e05"},"content":{"rendered":"<figure style=\"margin:2em 0;text-align:center;\">\n<img decoding=\"async\" src=\"https:\/\/itmax.cn\/wp-content\/uploads\/2026\/11\/qwen-code-cover.png\" alt=\"Qwen Code \u5c01\u9762\u56fe\uff1aGitHub 28,854 \u661f\uff0c\u6700\u65b0\u7248\u672c v0.26.5\uff0c\u8fd1\u56db\u5468 1,370 \u6b21\u63d0\u4ea4\" style=\"max-width:100%;height:auto;border-radius:8px;\"><figcaption style=\"font-size:0.9em;color:#666;margin-top:0.5em;\">Qwen Code\uff1a\u8dd1\u5728\u7ec8\u7aef\u91cc\u7684\u5f00\u6e90 <code>AI \u7f16\u7a0b Agent<\/code>\uff0c\u4ece Gemini CLI \u5206\u5bb6\u4e24\u5e74<\/figcaption><\/figure>\n<h2 id=\"_1\">\u4e00\u6761\u8fd8\u5728\u7fa4\u91cc\u4f20\u7684\u653b\u7565\uff0c\u548c\u4e00\u6247\u5df2\u7ecf\u710a\u6b7b\u7684\u95e8<\/h2>\n<p>\u4e0a\u793c\u62dc\u6709\u4e2a\u670b\u53cb\u5728\u7fa4\u91cc\u8f6c\u6398\u91d1\u90a3\u7bc7\u300a\u6bcf\u5929 2000 \u6b21\u514d\u8d39\u8bf7\u6c42\u300b\u7684\u653b\u7565\uff0c\u8bf4\u88c5\u4e2a Qwen Code\uff0cOAuth \u767b\u5f55\u5c31\u80fd\u767d\u5ad6\uff0c\u8ba9\u6211\u4e5f\u8bd5\u8bd5\u3002\u6211\u5f53\u65f6\u987a\u624b\u70b9\u5f00\u5b98\u65b9\u6587\u6863\u5bf9\u4e86\u4e00\u904d\uff0c\u6123\u4e86\u534a\u5206\u949f\uff1a<strong>\u90a3\u5957 OAuth \u514d\u8d39\u901a\u9053\uff0c2026 \u5e74 4 \u6708 15 \u65e5\u5c31\u505c\u4e86<\/strong>\u3002\u5b98\u65b9\u539f\u8bdd\u5199\u5f97\u5f88\u5e72\u8106\u2014\u2014\u5b83\u4e0d\u518d\u662f <code>\/auth<\/code> \u83dc\u5355\u91cc\u7684\u9009\u9879\uff0c\u7f13\u5b58 token \u77ed\u6682\u8fd8\u80fd\u8dd1\uff0c\u65b0\u8bf7\u6c42\u4e00\u5f8b\u62d2\u6389\u3002\u653b\u7565\u8fd8\u5728\u7fa4\u91cc\u4f20\uff0c\u95e8\u5df2\u7ecf\u710a\u6b7b\u4e86\u3002<\/p>\n<p>\u8fd9\u4e8b\u8ba9\u6211\u5bf9 Qwen Code \u672c\u8eab\u6765\u4e86\u5174\u8da3\u3002\u4e00\u4e2a\u9879\u76ee\u7684\u653b\u7565\u548c\u5b83\u7684\u73b0\u72b6\u8131\u8282\u534a\u5e74\uff0c\u901a\u5e38\u6709\u4e24\u79cd\u53ef\u80fd\uff1a\u8981\u4e48\u9879\u76ee\u51c9\u4e86\u6ca1\u4eba\u7ba1\uff0c\u8981\u4e48\u5b83\u8fed\u4ee3\u592a\u5feb\uff0c\u5199\u653b\u7565\u7684\u4eba\u8ddf\u4e0d\u4e0a\u3002Qwen Code \u663e\u7136\u662f\u540e\u8005\u2014\u2014\u6211\u53bb\u4ed3\u5e93\u7ffb\u4e86\u7ffb\uff0c\u6700\u65b0\u7248 v0.26.5 \u5c31\u662f 11 \u6708 1 \u65e5\u65e9\u4e0a\u53d1\u7684\uff0c\u6700\u8fd1\u56db\u5468\u5408\u7740\u6709 1,370 \u6b21\u63d0\u4ea4\uff0copen \u72b6\u6001\u7684 issue \u5806\u4e86 2,069 \u4e2a\u3002\u4e00\u4e2a 2025 \u5e74 6 \u6708\u5e95\u624d\u5efa\u4ed3\u7684\u9879\u76ee\uff0c\u4e00\u5e74\u591a\u51b2\u5230 28,854 \u4e2a star\uff0c\u8fd9\u4e2a\u901f\u5ea6\u653e\u5728 AI \u7f16\u7a0b\u5de5\u5177\u8fd9\u4e2a\u5377\u51fa\u5929\u9645\u7684\u8d5b\u9053\u91cc\uff0c\u4e0d\u7b97 quietly growing\uff0c\u7b97 loud\u3002<\/p>\n<p>\u6211\u81ea\u5df1\u7684\u5904\u5883\u662f\u8fd9\u6837\u7684\uff1aClaude Code \u597d\u7528\uff0c\u4f46\u4e00\u4e2a\u6708 20 \u5200\u8d77\uff0c\u7ed1\u6b7b Anthropic \u4e00\u5bb6\uff1bGemini CLI \u514d\u8d39\uff0c\u6a21\u578b\u5728\u5199\u4ee3\u7801\u8fd9\u4ef6\u4e8b\u4e0a\u603b\u5dee\u53e3\u6c14\uff1bOpenCode \u4e4b\u7c7b\u7684\u4e0d\u7ed1\u5382\u5546\uff0c\u53ef\u529f\u80fd\u94fa\u5f97\u6ca1 Claude Code \u5f00\u3002\u6211\u60f3\u8981\u7684\u662f Claude Code \u90a3\u5957 subagents\u3001skills\u3001hooks \u7684\u5e72\u6d3b\u65b9\u5f0f\uff0c\u4f46\u540e\u7aef\u6a21\u578b\u6211\u60f3\u81ea\u5df1\u6311\u2014\u2014\u4ed8\u8d39 API \u4e5f\u597d\uff0c\u516c\u53f8\u5185\u7f51\u7684 vLLM \u4e5f\u597d\uff0c\u672c\u5730 Ollama \u4e5f\u597d\u3002Qwen Code \u7684 README \u5c31\u51b2\u7740\u8fd9\u4e2a\u8bc9\u6c42\u6765\u7684\uff1a\u6846\u67b6\u5f00\u6e90\uff0c\u6a21\u578b\u968f\u63d2\u968f\u6362\u3002\u88c5\u4e0d\u88c5\u5f97\u4e0a\u8fd9\u4e2a\u627f\u8bfa\uff0c\u6211\u6253\u7b97\u4eb2\u624b\u9a8c\u4e00\u904d\u3002<\/p>\n<h2 id=\"_2\">\u62c6\u5f00\u770b\uff0c\u54ea\u4e9b\u662f\u771f\u672c\u4e8b\uff0c\u54ea\u4e9b\u8fd8\u70ed\u7740<\/h2>\n<p>\u5148\u628a\u6700\u786c\u7684\u90e8\u5206\u8bf4\u4e86\u3002Qwen Code \u7684\u6838\u5fc3\u662f\u7ec8\u7aef\u91cc\u7684 coding agent\uff1a\u6587\u4ef6\u8bfb\u5199\u3001shell \u6267\u884c\u3001plan mode\u3001git worktree\u3001sandbox\uff0c\u518d\u52a0 MCP\u3001LSP\u3001hooks \u8fd9\u4e9b\u73b0\u5728\u7b97\u662f\u6807\u914d\u7684\u6269\u5c55\u70b9\u3002README \u91cc\u6709\u4e00\u5f20\u548c Claude Code \u7684\u9010\u9879\u5bf9\u7167\u8868\uff0c\u4ece SubAgents\u3001Agent Teams \u5230 IDE \u63d2\u4ef6\u3001headless \u6a21\u5f0f\uff0c\u4e24\u8fb9\u5168\u6253\u52fe\uff0c\u6700\u540e\u4e09\u884c\u662f Qwen Code \u72ec\u6709\u7684\uff1a\u6a21\u578b\u548c\u6846\u67b6\u90fd\u5f00\u6e90\u3001\u591a\u534f\u8bae\u3001\u8fd8\u6709\u4e2a Agent Arena\u3002<\/p>\n<p>\u8fd9\u4e9b\u52fe\u6211\u5f53\u7136\u4e0d\u80fd\u7167\u5355\u5168\u6536\uff0c\u6240\u4ee5\u62c6\u5f00\u88c5\u597d\u7684\u5305\u81ea\u5df1\u7ffb\u4e86\u3002<strong>\u9a8c\u8bc1\u8fc7\u7684<\/strong>\uff1a\u5168\u5c40\u88c5\u5b8c\u540e\uff0c\u5305\u91cc <code>bundled\/<\/code> \u76ee\u5f55\u4e0b\u6574\u6574\u9f50\u9f50\u7801\u7740 17 \u4e2a\u5185\u7f6e skill\uff0c\u6bcf\u4e2a\u90fd\u6709\u72ec\u7acb\u7684 <code>SKILL.md<\/code>\u2014\u2014<code>review<\/code>\u3001<code>batch<\/code>\u3001<code>loop<\/code>\u3001<code>autofix-pr<\/code>\u3001<code>stuck<\/code>\u3001<code>coordinate<\/code>\u3001<code>workflow-authoring<\/code> \u8fd9\u4e9b\u90fd\u5728\uff0c\u4e0d\u662f README \u753b\u7684\u997c\u3002Agent Arena \u4e5f\u4e00\u6837\uff0c\u6211\u5728\u6253\u5305\u4ea7\u7269\u91cc\u80fd\u76f4\u63a5\u641c\u5230 <code>ARENA_SESSION_STARTED<\/code>\u3001<code>ARENA_AGENT_TOKENS<\/code> \u8fd9\u7c7b\u9065\u6d4b\u4e8b\u4ef6\u5b9a\u4e49\uff0c\u529f\u80fd\u662f\u771f\u5b9e\u843d\u4e86\u7801\u7684\uff0c\u4e0d\u662f PPT \u529f\u80fd\u3002\u8fd9\u4e2a arena \u633a\u6709\u610f\u601d\uff1a<code>\/arena<\/code> \u4e00\u6761\u547d\u4ee4\uff0c\u6700\u591a\u4e94\u4e2a\u6a21\u578b\u5728\u5404\u81ea\u7684 git worktree \u91cc\u8d5b\u8dd1\u505a\u540c\u4e00\u4e2a\u4efb\u52a1\uff0c\u8dd1\u5b8c\u51fa\u5bf9\u6bd4\uff0c\u4f60\u53ea\u4fdd\u7559\u8d62\u5bb6\u7684\u4ee3\u7801\u3002\u591a\u6a21\u578b PK \u8fd9\u4ef6\u4e8b\uff0cClaude Code \u5230\u73b0\u5728\u4e5f\u6ca1\u6709\u3002<\/p>\n<p><strong>\u591a\u534f\u8bae<\/strong>\u662f\u8fd9\u4e2a\u9879\u76ee\u6211\u6700\u770b\u91cd\u7684\u4e00\u5c42\u3002<code>\/auth<\/code> \u8d70\u4e00\u904d\u80fd\u770b\u5230\u56db\u4e2a\u5927\u9879\uff1aQwenCloud\uff08\u963f\u91cc\u81ea\u5bb6\uff09\u3001Alibaba ModelStudio\uff08\u542b\u6309\u6708\u7684 Coding Plan \u548c\u6309\u91cf\u7684 Token Plan\uff09\u3001\u7b2c\u4e09\u65b9\uff08DeepSeek\u3001Kimi\u3001OpenRouter \u8fd9\u4e9b\u9884\u7f6e\u597d\u4e86\uff09\u3001Custom Provider\uff08OpenAI\u3001Anthropic\u3001Gemini \u4e09\u79cd\u534f\u8bae\u4efb\u586b\u7aef\u70b9\uff09\u3002\u4e5f\u5c31\u662f\u8bf4 Ollama \u8d77\u4e2a\u672c\u5730\u670d\u52a1\uff0c\u586b\u4e2a base URL \u5c31\u80fd\u63a5\u4e0a\uff0c\u6a21\u578b\u5207\u6362\u5728\u4f1a\u8bdd\u91cc <code>\/model<\/code> \u5c31\u884c\uff0c\u4e0d\u7528\u91cd\u542f\u3002<\/p>\n<p>hooks \u548c MCP \u7684\u63a5\u5165\u65b9\u5f0f\u4e5f\u987a\u624b\u8bf4\u4e0b\uff0c\u8fd9\u4e24\u4e2a\u662f\u628a CLI \u53d8\u6210\u56e2\u961f\u5de5\u5177\u7684\u5173\u952e\u3002hooks \u8d70 <code>qwen hooks<\/code> \u547d\u4ee4\u6216\u8005\u4f1a\u8bdd\u91cc <code>\/hooks<\/code>\uff0c\u80fd\u5728\u5de5\u5177\u8c03\u7528\u524d\u540e\u63d2\u81ea\u5df1\u7684\u68c0\u67e5\u903b\u8f91\u2014\u2014\u6bd4\u5982\u300c\u6bcf\u6b21\u5199\u6587\u4ef6\u4e4b\u524d\u5148\u8dd1\u4e00\u904d lint\u300d\u300c\u63d0\u4ea4\u524d\u5f3a\u5236\u8fc7\u6d4b\u8bd5\u300d\uff0c\u8fd9\u6b63\u597d\u662f\u5bf9\u4ed8\u9ad8\u81ea\u6cbb agent \u7ffb\u8f66\u7684\u7f30\u7ef3\u3002MCP \u5c31\u662f\u6807\u51c6\u59ff\u52bf\uff0c<code>qwen mcp<\/code> \u7ba1\u7406\u670d\u52a1\u5668\uff0c\u914d JSON \u5c31\u6302\u8f7d\uff0c\u8fde\u6211\u4eec\u516c\u53f8\u5185\u90e8\u7684\u7ebf\u7d22\u7cfb\u7edf\u8fd9\u79cd SSE \u7aef\u70b9\u90fd\u80fd\u63a5\u3002\u5de5\u5177\u94fe\u662f\u5f00\u653e\u7684\uff0c\u4e0d\u662f\u56f4\u7740\u81ea\u5bb6\u6a21\u578b\u8f6c\u7684\u5c01\u95ed\u82b1\u56ed\uff0c\u8fd9\u4e00\u70b9\u6bd4\u5f88\u591a\u300c\u5f00\u6e90\u300d\u58f3\u5b50\u5b9e\u5728\u3002<\/p>\n<p><strong>\u6ca1\u9a8c\u8fc7\u7684<\/strong>\u6211\u4e5f\u76f4\u8bf4\uff1aDesktop \u684c\u9762\u7aef\u3001<code>qwen serve<\/code> \u8d77\u7684 Web UI\uff08README \u81ea\u5df1\u6807\u4e86 experimental\uff09\u3001VS Code \/ JetBrains \/ Zed \u63d2\u4ef6\uff0c\u8fd8\u6709 Telegram\u3001\u9489\u9489\u3001\u5fae\u4fe1\u3001\u98de\u4e66\u8fd9\u4e9b IM channel\u2014\u2014\u547d\u4ee4\u548c\u6587\u6863\u90fd\u5728\uff0c\u4f46\u6211\u8fd9\u6b21\u53ea\u88c5\u4e86 CLI\uff0c\u8fd9\u4e9b\u95e8\u6211\u6ca1\u6328\u4e2a\u63a8\u5f00\u3002\u53e6\u5916\u6709\u4e2a\u5c0f\u5f69\u86cb\uff1a\u90a3 17 \u4e2a skill \u91cc\u6709\u4e2a <code>zvec-grep-install<\/code>\uff0c\u662f\u7ed9\u9879\u76ee\u88c5\u963f\u91cc\u81ea\u5bb6\u5411\u91cf\u68c0\u7d22\u5de5\u5177 zvec \u7684\u2014\u2014\u5de7\u4e86\uff0c\u8fd9\u5de5\u5177\u6211\u524d\u9635\u5b50\u521a\u5199\u8fc7\uff0c\u963f\u91cc\u628a\u81ea\u5bb6\u751f\u6001\u5f80\u8fd9\u4e2a\u58f3\u5b50\u91cc\u585e\u7684\u610f\u56fe\u76f8\u5f53\u660e\u663e\u3002<\/p>\n<h2 id=\"gemini-cli\">\u4ece Gemini CLI \u5206\u5bb6\uff0c\u65e2\u662f\u81ea\u7531\u4e5f\u662f\u4ee3\u4ef7<\/h2>\n<p>Qwen Code \u4e0d\u8bb3\u8a00\u81ea\u5df1\u7684\u51fa\u8eab\uff1afork \u81ea Google Gemini CLI v0.8.2\uff0cREADME \u7ed3\u5c3e\u4e13\u95e8\u611f\u8c22\u4e86 Gemini \u56e2\u961f\u3002\u4f46\u4ece v0.1 \u5f00\u59cb\u5c31\u4e0d\u518d\u540c\u6b65\u4e0a\u6e38\uff0c\u5f7b\u5e95\u72ec\u7acb\u53d1\u5c55\u3002\u8fd9\u4e2a\u51fa\u8eab\u503c\u5f97\u8bf4\u4e24\u53e5\uff0c\u56e0\u4e3a\u5b83\u76f4\u63a5\u51b3\u5b9a\u4e86\u540e\u9762\u7684\u53d6\u820d\u3002<\/p>\n<p>\u7b2c\u4e00\u5c42\u4ee3\u4ef7\u662f<strong>\u5e7f\u5ea6\u6362\u6df1\u5ea6<\/strong>\u3002\u652f\u6301\u56db\u79cd\u534f\u8bae\u3001\u4efb\u610f provider \u542c\u7740\u7f8e\u597d\uff0c\u4f46\u6587\u6863\u7684\u91cd\u5fc3\u660e\u663e\u538b\u5728 Qwen \u81ea\u5bb6\u6a21\u578b\u4e0a\u3002\u60f3\u63a5\u4e00\u4e2a\u4e0d\u5728\u9884\u7f6e\u6e05\u5355\u91cc\u7684\u7aef\u70b9\uff0c\u5c31\u5f97\u624b\u5199 <code>~\/.qwen\/settings.json<\/code> \u91cc\u7684 <code>modelProviders<\/code>\uff0c\u683c\u5f0f\u5bf9\u4e0d\u5bf9\u6587\u6863\u8bb2\u5f97\u542b\u7cca\uff1b\u6709\u7b2c\u4e09\u65b9\u4e0a\u624b\u6587\u7ae0\u63d0\u5230\uff0c\u65e9\u671f\u90a3\u79cd\u628a\u6a21\u578b\u5305\u5728 <code>{ protocol, models }<\/code> \u91cc\u7684\u65e7\u914d\u7f6e\u683c\u5f0f\uff0c\u65b0\u7248\u4f1a<strong>\u9759\u9ed8\u8df3\u8fc7<\/strong>\u2014\u2014\u4e0d\u62a5\u9519\uff0c\u5c31\u662f\u4e0d\u7406\u4f60\u3002\u8fd9\u79cd\u5751\u6700\u8017\u4eba\uff0c\u4f60\u4ee5\u4e3a\u662f\u6a21\u578b\u4e0d\u884c\uff0c\u5176\u5b9e\u662f\u914d\u7f6e\u6ca1\u88ab\u8bfb\u8fdb\u53bb\u3002<\/p>\n<p>\u7b2c\u4e8c\u5c42\u4ee3\u4ef7\u662f<strong>\u81ea\u6cbb\u5e26\u6765\u7684\u5931\u63a7\u98ce\u9669<\/strong>\u3002agent \u8d8a\u81ea\u4e3b\uff0c\u7ffb\u8f66\u8d8a\u65e0\u58f0\u3002open \u7684 bug \u91cc\u6709\u4e2a\u6211\u5f88\u5728\u610f\uff1aissue #10887\uff0c\u5de5\u5177\u8c03\u7528\u53cd\u590d\u62a5\u9519\u65f6\u6ca1\u6709\u65e9\u505c\u673a\u5236\uff0c\u4f1a\u8bdd\u4f1a\u5728\u6b7b\u80e1\u540c\u91cc\u7a7a\u8f6c\uff0c\u4e00\u4e2a session \u70e7\u6389 5 \u5230 14M token\u3002\u6211\u5728\u81ea\u5df1\u7684\u4f7f\u7528\u4e60\u60ef\u91cc\u7ed9\u5b83\u52a0\u4e86\u4e00\u6761\u94c1\u5f8b\uff1ayolo \u6a21\u5f0f\u7edd\u4e0d\u5f00\u5728\u6709\u672a\u63d0\u4ea4\u6539\u52a8\u7684\u4ed3\u5e93\u91cc\u3002\u8fd9\u4e0d\u662f\u6211\u591a\u8651\uff0c\u4e0b\u9762\u5751\u90a3\u4e00\u8282\u6709\u4e2a HN \u7f51\u53cb\u7684\u6559\u8bad\u6bd4\u6211\u72e0\u5f97\u591a\u3002<\/p>\n<p>\u81f3\u4e8e\u6548\u679c\uff0c\u5b98\u65b9\u7ed9\u4e86\u4e2a SWE-bench Verified \u7684\u6570\u5b57\uff1a\u4e03\u4e2a\u7248\u672c\u7684 Qwen Code \u7528\u540c\u4e00\u4e2a Qwen 3.7 Max \u6a21\u578b\u8dd1\uff0c\u5e73\u5747\u5206\u843d\u5728 76.40% \u5230 77.80% \u4e4b\u95f4\uff0c500 \u4e2a\u4efb\u52a1\u3001\u6bcf\u7248\u672c\u4e09\u6b21\u3002\u8fd9\u4e2a\u6570\u6211<strong>\u6ca1\u6709\u6761\u4ef6\u590d\u6d4b<\/strong>\uff0c\u53ea\u80fd\u5f53\u5b98\u65b9\u53e3\u5f84\u53c2\u8003\u2014\u2014\u4f46\u5b83\u81f3\u5c11\u8bf4\u660e\u4e86\u4e00\u4ef6\u4e8b\uff1a\u4ece 0.0.14 \u5230 0.22 \u4e03\u4e2a\u7248\u672c\uff0c\u5206\u6570\u51e0\u4e4e\u662f\u4e00\u6761\u5e73\u7ebf\u3002\u6846\u67b6\u72c2\u5954\u534a\u5e74\uff0c\u80fd\u529b\u4e0a\u9650\u5176\u5b9e\u88ab\u6a21\u578b\u6441\u7740\uff0c\u8fd9\u53cd\u8fc7\u6765\u5370\u8bc1\u4e86\u6211\u4e0a\u9762\u7684\u5224\u65ad\uff1a\u8fd9\u5de5\u5177\u7684\u4e0a\u9650\uff0c\u53d6\u51b3\u4e8e\u4f60\u7ed9\u5b83\u63a5\u4ec0\u4e48\u6a21\u578b\u3002<\/p>\n<h2 id=\"_3\">\u88c5\u5b83\u53ea\u8981\u4e24\u5206\u949f\uff0c\u95e8\u69db\u5168\u5728\u88c5\u5b8c\u4e4b\u540e<\/h2>\n<p>\u5b89\u88c5\u672c\u8eab\u6ca1\u4efb\u4f55\u6545\u4e8b\u3002\u6211\u8d70 npm\uff1a<\/p>\n<pre><code class=\"language-bash\">npm install -g @qwen-code\/qwen-code@latest\nqwen --version\n# 0.26.5\n<\/code><\/pre>\n<p>\u5b9e\u6d4b\u4e0b\u8f7d\u52a0\u5b89\u88c5\u4e24\u5206\u949f\uff0c17 \u4e2a\u4f9d\u8d56\u5305\uff0c\u6ca1\u62a5\u4e00\u4e2a\u9519\u3002\u4e0d\u60f3\u7528 npm \u7684\u8fd8\u6709\u4e24\u6761\u8def\uff1amacOS \u4e0a <code>brew install qwen-code<\/code>\uff0c\u6216\u8005\u5b98\u65b9\u4e00\u952e\u811a\u672c\uff08Linux\/macOS \u4e00\u6761 <code>curl | bash<\/code>\uff0cWindows \u4e00\u6761 <code>irm | iex<\/code>\uff09\u3002\u88c5\u5b8c\u8bb0\u5f97\u91cd\u5f00\u7ec8\u7aef\u8ba9\u73af\u5883\u53d8\u91cf\u751f\u6548\u3002<\/p>\n<p>\u786c\u4ef6\u95e8\u69db\u5b98\u65b9<strong>\u6ca1\u7ed9\u6574\u673a\u914d\u7f6e\u8868<\/strong>\uff0cREADME \u91cc\u552f\u4e00\u7684\u6570\u5b57\u8981\u6c42\u662f Node.js 22 \u4ee5\u4e0a\u2014\u2014\u8fd9\u4e2a\u8981\u5f53\u771f\uff0c\u6709\u7b2c\u4e09\u65b9\u6587\u7ae0\u63d0\u8fc7\u8001\u7248\u672c Node \u4f1a\u51fa\u73b0\u300c\u5b89\u88c5\u80fd\u8fc7\u3001\u542f\u52a8\u5c31\u5d29\u300d\u7684\u60c5\u51b5\uff0c\u62a5\u9519\u8fd8\u4e0d\u6307\u5411\u7248\u672c\u95ee\u9898\u3002\u6211\u672c\u673a\u662f Node 22.22.2\uff0c\u4e00\u6b21\u901a\u8fc7\u3002\u9664\u6b64\u4e4b\u5916\uff0cCLI \u672c\u8eab\u5c31\u662f\u4e2a Node \u8fdb\u7a0b\uff0c\u5185\u5b58\u5360\u7528\u548c\u666e\u901a\u524d\u7aef\u5de5\u5177\u94fe\u4e00\u4e2a\u91cf\u7ea7\uff0c\u771f\u6b63\u7684\u7b97\u529b\u5f00\u9500\u5168\u5728\u4e91\u7aef\u6a21\u578b\u90a3\u8fb9\uff0c\u4f60\u672c\u673a\u4e0d\u9700\u8981\u4efb\u4f55 GPU\u3002\u5982\u679c\u4f60\u60f3\u8d70\u672c\u5730\u6a21\u578b\u8def\u7ebf\uff0c\u663e\u5b58\u8d26\u8981\u7b97\u5728 Ollama \u90a3\u5934\uff1aHN \u4e0a\u6709\u7528\u6237\u62ff 32GB \u5185\u5b58\u7684\u673a\u5668\u8dd1 Qwen3 Coder 30B\uff08MoE\uff0c\u6fc0\u6d3b 3B\uff09\u505a\u65e5\u5e38\u7f16\u7801\uff0c\u7ed3\u8bba\u662f\u300c\u5199\u5b9a\u4e49\u6e05\u6670\u7684\u4efb\u52a1\u591f\u7528\uff0c\u67b6\u6784\u5c42\u9762\u7684\u6d3b\u8fd8\u5dee\u7740\u300d\u3002\u6240\u4ee5\u4e24\u6863\u914d\u7f6e\u6211\u8fd9\u4e48\u7ed9\uff1a<\/p>\n<ul>\n<li><strong>\u6700\u4f4e\u53ef\u7528<\/strong>\uff1a\u4efb\u610f\u80fd\u8dd1 Node 22 \u7684\u7535\u8111 + \u4e00\u628a\u7b2c\u4e09\u65b9 API key\uff08DeepSeek\u3001Kimi \u90fd\u884c\uff09\uff0c\u672c\u673a 8GB \u5185\u5b58\u90fd\u7ef0\u7ef0\u6709\u4f59\uff0c\u6210\u672c\u5168\u5728 token \u4e0a\uff1b<\/li>\n<li><strong>\u5efa\u8bae\u914d\u7f6e<\/strong>\uff1a16GB \u5185\u5b58\u7684\u5e38\u89c4\u5f00\u53d1\u673a + Coding Plan \u6216\u6309\u91cf Token Plan \u8d70 Qwen3-Coder \u7cfb\u5217\uff0c\u8fd9\u662f\u6587\u6863\u548c\u751f\u6001\u5bf9\u5f97\u6700\u9f50\u7684\u7ec4\u5408\uff1b\u60f3\u5168\u672c\u5730\uff0c\u5148\u628a 32GB \u5185\u5b58\u6216\u540c\u7ea7\u663e\u5b58\u5907\u597d\uff0c\u518d\u8c08\u4f53\u9a8c\u3002<\/li>\n<\/ul>\n<p>key \u7684\u6ce8\u5165\u65b9\u5f0f\u4e5f\u4ea4\u4ee3\u6e05\u695a\uff1aCLI \u53c2\u6570\u4f18\u5148\u7ea7\u6700\u9ad8\uff0c\u5176\u6b21\u7cfb\u7edf\u73af\u5883\u53d8\u91cf\uff0c\u518d\u6b21\u9879\u76ee\u76ee\u5f55\u91cc\u7684 <code>.env<\/code> \u6587\u4ef6\uff0c\u6700\u540e\u624d\u662f <code>settings.json<\/code> \u7684 <code>env<\/code> \u5b57\u6bb5\u3002\u65e5\u5e38\u6211\u5efa\u8bae\u8d70 <code>.env<\/code> \u52a0 <code>.gitignore<\/code>\uff0cCI \u91cc\u8d70\u73af\u5883\u53d8\u91cf\u6ce8\u5165\uff0c\u522b\u628a key \u5199\u8fdb\u4efb\u4f55\u4f1a\u88ab\u63d0\u4ea4\u7684\u6587\u4ef6\u3002\u9650\u6d41\u7126\u8651\u91cd\u7684\uff0c\u518d\u628a <code>--fallback-model<\/code> \u914d\u4e0a\uff0c429 \u7684\u65f6\u5019\u81ea\u52a8\u5207\u5907\u7528\u6a21\u578b\uff0c\u4e0d\u81f3\u4e8e\u4e00\u4e2a\u9ad8\u5cf0\u671f\u5e72\u7b49\u3002<\/p>\n<h2 id=\"auth\">\u6211\u771f\u8dd1\u901a\u7684\u90e8\u5206\uff0c\u548c\u505c\u5728 \/auth \u7684\u90e8\u5206<\/h2>\n<p>\u88c5\u5b8c\u6211\u5e72\u7684\u7b2c\u4e00\u4ef6\u4e8b\u662f\u786e\u8ba4\u57fa\u672c\u76d8\uff1a<\/p>\n<pre><code class=\"language-bash\">qwen --help\n<\/code><\/pre>\n<p>\u8f93\u51fa\u5f88\u957f\uff0c\u4f46\u6709\u4e24\u4e2a\u7ec6\u8282\u503c\u5f97\u505c\u4e00\u4e0b\u3002\u4e00\u662f <code>qwen auth<\/code> \u8fd9\u6761\u8001\u547d\u4ee4\u88ab\u660e\u786e\u6807\u4e86 <code>(removed)<\/code>\u2014\u2014\u548c\u6587\u6863\u8bf4\u7684\u5bf9\u4e0a\u4e86\uff0c\u8001\u653b\u7565\u91cc\u8ba9\u4f60\u6572\u8fd9\u6761\u547d\u4ee4\u7684\uff0c\u73b0\u5728\u6572\u51fa\u6765\u5c31\u662f\u4e2a\u5220\u9664\u63d0\u793a\u3002\u4e8c\u662f headless \u6a21\u5f0f\u7684\u53c2\u6570\u94fa\u5f97\u5f88\u5f00\uff1a<code>-p<\/code> \u975e\u4ea4\u4e92\u6267\u884c\u3001<code>--approval-mode<\/code> \u4e94\u6863\u5ba1\u6279\uff08plan \/ default \/ auto-edit \/ auto \/ yolo\uff09\u3001<code>--fallback-model<\/code> \u7ed9 429 \u9650\u6d41\u515c\u5e95\u3001<code>--sandbox<\/code> \u80fd\u9009 docker \u6216 macOS \u81ea\u5e26\u7684 sandbox-exec\u3002\u5de5\u7a0b\u5316\u7684\u5c0f\u5fc3\u601d\u4e0d\u5c11\u3002<\/p>\n<p>\u7136\u540e\u6211\u8bd5\u7740\u76f4\u63a5\u8dd1\u4e00\u4e2a\u771f\u5b9e\u4efb\u52a1\u2014\u2014\u5efa\u4e86\u4e2a\u76ee\u5f55\uff0c\u653e\u4e00\u4e2a\u6545\u610f\u5199\u9519\u7684 Python \u6587\u4ef6\u8fdb\u53bb\uff08<code>add<\/code> \u51fd\u6570\u8fd4\u56de\u7684\u662f\u51cf\u6cd5\uff09\uff0c\u7528 <code>--bare<\/code> \u6a21\u5f0f\u8ba9\u5b83\u4fee\uff1a<\/p>\n<pre><code class=\"language-bash\">qwen --bare &quot;\u628a buggy_calc.py \u91cc\u7684 bug \u4fee\u6389&quot;\n<\/code><\/pre>\n<p>\u8f93\u51fa\u662f\u4e00\u884c\u660e\u786e\u7684\u62d2\u7edd\uff1a<\/p>\n<pre><code class=\"language-text\">No auth type is selected. Please configure an auth type\n(e.g. via settings or `--auth-type`) before running in\nnon-interactive mode.\n<\/code><\/pre>\n<p>\u62a5\u9519\u672c\u8eab\u633a\u53cb\u597d\uff0c\u6ca1\u7529\u5806\u6808\uff0c\u76f4\u8bf4\u7f3a\u8ba4\u8bc1\u3002\u4f46\u8fd9\u5c31\u662f\u6211\u505c\u4e0b\u6765\u7684\u5730\u65b9\uff1a<strong>\u518d\u5f80\u4e0b\u8981\u8d70\u6a21\u578b\u8c03\u7528\uff0c\u5c31\u5f97\u6709\u4e00\u628a\u80fd\u7528\u7684 key<\/strong>\u3002OAuth \u514d\u8d39\u901a\u9053\u5df2\u7ecf\u5173\u4e86\uff0c\u963f\u91cc\u81ea\u5bb6\u7684 Coding Plan \u548c Token Plan \u90fd\u8981\u638f\u771f\u91d1\u767d\u94f6\uff0c\u6211\u4e0d\u60f3\u4e3a\u4e86\u5199\u8fd9\u7bc7\u4e13\u95e8\u5f00\u4e00\u4e2a\u6708\u4ed8\u3002\u6240\u4ee5\u7aef\u5230\u7aef\u90a3\u4e00\u6b65\u2014\u2014\u5b83\u8bfb\u6587\u4ef6\u3001\u6539\u4ee3\u7801\u3001\u8dd1\u6d4b\u8bd5\u7684\u5b8c\u6574\u95ed\u73af\u2014\u2014\u6211\u662f\u6309\u5b98\u65b9 Quick Start \u7684\u6d41\u7a0b\u8d70\u7684\uff1a<code>cd<\/code> \u8fdb\u9879\u76ee\u76ee\u5f55\u6572 <code>qwen<\/code>\uff0c\u4f1a\u8bdd\u91cc <code>\/auth<\/code> \u9009 provider \u586b key\uff0c\u7136\u540e\u4e22\u4e00\u53e5 &#8220;Explain this repository and show me where to start&#8221;\uff0c\u5b98\u65b9\u8bf4\u5b83\u4f1a\u5148\u626b\u4ed3\u5e93\u7ed3\u6784\u518d\u7ed9\u4e0a\u624b\u8def\u5f84\u3002\u6d41\u7a0b\u672c\u8eab\u7b80\u5355\uff0c\u5361\u70b9\u53ea\u5728\u90a3\u628a key\u3002\u8fd9\u4e00\u6bb5\u6211\u6ca1\u8dd1\u901a\u5c31\u662f\u6ca1\u8dd1\u901a\uff0c\u8bfb\u8005\u91cc\u8981\u662f\u5df2\u7ecf\u6709 key \u7684\uff0c\u9ebb\u70e6\u5728\u8bc4\u8bba\u533a\u8865\u4e00\u5200\u5b9e\u6d4b\u3002<\/p>\n<h2 id=\"_4\">\u522b\u4eba\u4ea4\u8fc7\u7684\u5b66\u8d39<\/h2>\n<ul>\n<li><strong>\u6700\u8d35\u7684\u4e00\u8bfe\u6765\u81ea HN<\/strong>\u3002\u7528\u6237 nurettin \u7684\u539f\u8bdd\uff1a&#8221;I don&#8217;t recommend it for code editing unless you&#8217;ve committed your code. It destroyed a lot of files in just 10 minutes.&#8221;\u2014\u2014\u6ca1\u63d0\u4ea4\u5c31\u653e\u624b\u8ba9\u5b83\u6539\uff0c\u5341\u5206\u949f\u6bc1\u4e00\u5806\u6587\u4ef6\u3002\u8fd9\u6761\u548c\u6211\u4e0a\u9762\u8bf4\u7684 #10887 \u6b7b\u5faa\u73af\u70e7 token \u662f\u540c\u4e00\u4e2a\u75c5\u6839\uff1aagent \u81ea\u6cbb\u8d8a\u6df1\uff0c\u8d8a\u8981\u6709 git \u63d0\u4ea4\u70b9\u548c\u5ba1\u6279\u6863\u4f4d\u515c\u5e95\u3002\u6211\u7684\u89c4\u77e9\u662f <code>--approval-mode<\/code> \u8d77\u6b65\u7528 default\uff0c\u6587\u4ef6\u6539\u52a8\u7528 auto-edit\uff0cshell \u547d\u4ee4\u6c38\u8fdc\u7559\u4eba\u5ba1\u3002<\/li>\n<li><strong>\u957f\u4e0a\u4e0b\u6587\u4f1a\u660e\u663e\u53d8\u6162<\/strong>\u3002\u6398\u91d1\u90a3\u7bc7\uff08\u73b0\u5728\u989d\u5ea6\u90e8\u5206\u5df2\u8fc7\u671f\uff0c\u4f46\u4f53\u9a8c\u90e8\u5206\u8fd8\u4f5c\u6570\uff09\u63d0\u5230 256K \u4e0a\u4e0b\u6587\u585e\u6ee1\u540e\u54cd\u5e94\u4ece\u4e09\u56db\u79d2\u6389\u5230\u5341\u4e94\u5230\u4e8c\u5341\u79d2\uff0c\u7528 <code>\/compress<\/code> \u538b\u5386\u53f2\u80fd\u7f13\u89e3\u3002\u6211\u81ea\u5df1\u6ca1\u8dd1\u5927\u4ed3\u5e93\u5bf9\u6bd4\uff0c\u8fd9\u6761\u5f15\u81ea\u4ed6\u4eec\u7684\u5b9e\u6d4b\uff0c\u94fe\u63a5\u5728\u6587\u672b\u3002<\/li>\n<li><strong>macOS + tmux + \u4e2d\u6587\u8f93\u5165\u6cd5<\/strong>\u662f\u76f2\u533a\u3002issue #8177 \u62a5\u4e86\u5149\u6807\u9519\u4f4d\u548c\u8f93\u5165\u4e71\u7801\uff0c\u5728 tmux \u672c\u5730\u4f1a\u8bdd\u91cc\u7528 IME \u65f6\u89e6\u53d1\u3002\u4e60\u60ef\u5728 tmux \u91cc\u5e72\u6d3b\u7684\u4e2d\u6587\u7528\u6237\u5927\u6982\u7387\u4f1a\u649e\u4e0a\uff0c\u5148\u77e5\u9053\u6709\u8fd9\u56de\u4e8b\uff0c\u7701\u5f97\u6000\u7591\u81ea\u5df1\u952e\u76d8\u574f\u4e86\u3002<\/li>\n<li><strong>\u8001\u914d\u7f6e\u9759\u9ed8\u5931\u6548<\/strong>\u3002\u524d\u9762\u8bf4\u8fc7\uff0c\u65e7\u7248 <code>modelProviders<\/code> \u683c\u5f0f\u4f1a\u88ab\u65b0\u7248\u76f4\u63a5\u8df3\u8fc7\u3001\u4e0d\u62a5\u9519\u3002\u53e6\u5916 <code>security.auth.apiKey<\/code>\u3001<code>security.auth.baseUrl<\/code> \u8fd9\u51e0\u4e2a\u5b57\u6bb5\u4e5f\u5f03\u7528\u4e86\uff0c<code>qwen auth<\/code> \u547d\u4ee4\u6574\u4e2a\u79fb\u9664\u3002\u4ece\u8001\u7248\u672c\u5347\u4e0a\u6765\u7684\uff0c\u914d\u7f6e\u6587\u4ef6\u5148\u522b\u6025\u7740\u9a82\u5de5\u5177\u50bb\uff0c\u5148\u6000\u7591\u81ea\u5df1\u7684\u5199\u6cd5\u8fc7\u65f6\u4e86\u3002<\/li>\n<li><strong>\u7a7a\u76ee\u5f55\u542f\u52a8\u7b49\u4e8e\u767d\u73a9<\/strong>\u3002\u8fd9\u662f\u7b2c\u4e09\u65b9\u4e0a\u624b\u6587\u91cc\u63d0\u7684\uff0c\u6211\u8ba4\u53ef\uff1a\u5b83\u7684\u4e00\u5207\u4ef7\u503c\u90fd\u5efa\u7acb\u5728\u5f53\u524d\u76ee\u5f55\u7684\u4ee3\u7801\u4e0a\u4e0b\u6587\u4e0a\uff0c\u5728\u7a7a\u6587\u4ef6\u5939\u91cc\u542f\u52a8\uff0c\u5b83\u5c31\u53ea\u662f\u4e2a\u5957\u7740\u58f3\u7684\u804a\u5929\u673a\u5668\u4eba\u3002<\/li>\n<li><strong>\u672c\u5730\u6a21\u578b\u914d\u7f6e\u5168\u9760\u624b<\/strong>\u3002\u6709\u4e0a\u624b\u6587\u7ae0\u6570\u8fc7\uff0c\u5411\u5bfc\u5f0f\u914d\u7f6e\u63a5\u672c\u5730\u6a21\u578b\u8981\u70b9\u4e03\u6b65\u2014\u2014\u5730\u5740\u3001\u5360\u4f4d key\u3001\u6a21\u578b\u540d\u4e00\u4e2a\u4e2a\u586b\u3002\u5176\u5b9e\u4e00\u6761 <code>modelProviders<\/code> \u914d\u7f6e\u5c31\u80fd\u641e\u5b9a\uff0c\u4f46\u6587\u6863\u6ca1\u628a\u8fd9\u6761\u6377\u5f84\u653e\u5728\u660e\u9762\u4e0a\u3002<\/li>\n<li><strong>\u516c\u5f00\u8ba8\u8bba\u7684\u6574\u4f53\u6c34\u6e29<\/strong>\uff1aHN \u4e0a\u6709\u7528\u6237\u5f53\u5e74\u5c31\u662f\u51b2\u7740\u300c\u6bcf\u5929 2000 \u6b21\u514d\u8d39\u300d\u7528\u7684\u5b83\uff0c\u514d\u8d39\u901a\u9053\u5173\u4e86\u4e4b\u540e\u62b1\u6028\u5f52\u62b1\u6028\uff0c\u7559\u4e0b\u6765\u7684\u7406\u7531\u53d8\u6210\u4e86\u300c\u591a\u534f\u8bae + \u5f00\u6e90\u300d\uff1bsaas.pet \u90a3\u7bc7\u4e5d\u5929\u5b9e\u6d4b\u7684\u7ed3\u8bba\u662f\u62ff Qwen3-Coder \u8dd1\u6210\u672c\u654f\u611f\u7684\u6d3b\uff08\u6bd4 Claude Sonnet \u4fbf\u5b9c\u7ea6\u4e09\u500d\uff09\u3001\u96be\u6d3b\u5207 Claude\u2014\u2014\u8fd9\u4e2a\u7528\u6cd5\u8ddf\u6211\u5fc3\u91cc\u7684\u65b9\u6848\u51e0\u4e4e\u4e00\u81f4\u3002\u4e5f\u6709\u4e0d\u7559\u60c5\u9762\u7684\uff0c\u540c\u4e00\u6761 HN \u5e16\u5b50\u91cc\u6709\u4eba\u8bf4\u5b83\u662f &#8220;carbon copy of gemini cli&#8221;\uff0c\u5f97\u54c4\u7740\u624d\u80fd\u5e72\u6d3b\u3002\u53e3\u7891\u4e24\u6781\uff0c\u4f46\u4e24\u6781\u7684\u7406\u7531\u90fd\u5f88\u5177\u4f53\u3002<\/li>\n<\/ul>\n<h2 id=\"_5\">\u6211\u73b0\u5728\u7684\u7528\u6cd5\uff0c\u548c\u4e24\u53e5\u5b9e\u8bdd<\/h2>\n<p>\u503c\u4e0d\u503c\u5f97\u4e0a\u624b\uff0c\u6211\u7684\u7b54\u6848\u5206\u4eba\u3002<\/p>\n<p><strong>\u9002\u5408<\/strong>\uff1a\u5df2\u7ecf\u6709\u4efb\u610f\u4e00\u5bb6\u7684 API key\u3001\u60f3\u8981 Claude Code \u90a3\u5957 agent \u5de5\u4f5c\u6d41\u53c8\u4e0d\u60f3\u88ab\u5355\u4e00\u5382\u5546\u7ed1\u4f4f\u7684\uff1b\u4e2d\u6587\u6ce8\u91ca\u3001\u4e2d\u6587 commit message \u573a\u666f\u4e3a\u4e3b\u7684\u56e2\u961f\uff08Qwen \u7cfb\u6a21\u578b\u5728\u8fd9\u5757\u7684\u4f18\u52bf\u662f\u771f\u5b9e\u7684\uff09\uff1b\u60f3\u5168\u94fe\u8def\u79c1\u6709\u5316\u7684\u516c\u53f8\u2014\u2014\u6846\u67b6 Apache-2.0\uff0c\u6a21\u578b\u5f00\u6e90\u6743\u91cd\uff0cvLLM \u4e00\u67b6\uff0c\u6570\u636e\u4e0d\u51fa\u5185\u7f51\uff0c\u8fd9\u6761 Claude Code \u7ed9\u4e0d\u4e86\u3002<\/p>\n<p><strong>\u4e0d\u9002\u5408<\/strong>\uff1a\u51b2\u7740\u300c\u514d\u8d39\u5348\u9910\u300d\u6765\u7684\u2014\u2014\u95e8\u710a\u6b7b\u4e86\uff0c\u73b0\u5728\u6700\u4fbf\u5b9c\u7684\u6b63\u89c4\u8def\u5b50\u662f\u7b2c\u4e09\u65b9\u5bb6\u7684\u4f4e\u4ef7 key\uff0c\u767d\u5ad6\u5fc3\u6001\u8d81\u65e9\u653e\u4e0b\uff1b\u8fd8\u6709\u4ed3\u5e93\u5e38\u5e74\u4e0d\u63d0\u4ea4\u3001\u4e60\u60ef\u88f8\u5954\u7684\u2014\u2014\u5bf9\u8fd9\u79cd\u5de5\u4f5c\u6d41\uff0c\u4efb\u4f55\u9ad8\u81ea\u6cbb agent \u90fd\u662f\u98ce\u9669\u653e\u5927\u5668\uff0c\u5148\u6539\u4e60\u60ef\u518d\u8c08\u5de5\u5177\u3002<\/p>\n<p>\u987a\u4fbf\u7b97\u7b14\u6210\u672c\u8d26\uff0c\u514d\u5f97\u6709\u4eba\u88ab\u300c\u5f00\u6e90\u300d\u4e24\u4e2a\u5b57\u5e26\u504f\u3002\u6846\u67b6\u5f00\u6e90\u7b49\u4e8e\u96f6 license \u6210\u672c\uff0c\u4f46 token \u662f\u5b9e\u6253\u5b9e\u7684\u94b1\uff1a\u6309\u7b2c\u4e09\u65b9\u4e0a\u624b\u6587\u7684\u53e3\u5f84\uff0c\u91cd\u5ea6\u4e00\u5929\u5e72\u4e0b\u6765\uff0c\u7b2c\u4e09\u65b9\u4f4e\u4ef7\u6a21\u578b\u5927\u6982\u51e0\u5757\u5230\u5341\u51e0\u5757\u4eba\u6c11\u5e01\uff0c\u963f\u91cc\u6309\u91cf Token Plan \u7684\u540c\u5de5\u4f5c\u91cf\u82b1\u8d39\u4f1a\u518d\u9ad8\u4e00\u6863\uff0cCoding Plan \u5219\u662f\u56fa\u5b9a\u6708\u8d39\u6362\u5b89\u5fc3\u2014\u2014\u6211\u4e0a\u9762\u8bf4\u7684\u300c\u6bd4 Claude Sonnet \u4fbf\u5b9c\u7ea6\u4e09\u500d\u300d\u6765\u81ea saas.pet \u7684\u5b9e\u6d4b\u53e3\u5f84\uff0c\u5177\u4f53\u5dee\u591a\u5c11\uff0c\u53d6\u51b3\u4e8e\u4f60\u7684\u4ee3\u7801\u5e93\u5927\u5c0f\u548c\u4f1a\u8bdd\u957f\u5ea6\uff0c\u522b\u4eba\u66ff\u4f60\u7b97\u4e0d\u4e86\u3002<\/p>\n<p>\u66ff\u4ee3\u65b9\u6848\u6211\u70b9\u540d\u4e24\u4e2a\u3002<strong>Claude Code<\/strong>\uff1a\u8d28\u91cf\u4e0a\u9650\u548c\u7701\u5fc3\u7a0b\u5ea6\u4ecd\u662f\u7b2c\u4e00\u6863\uff0c\u4ee3\u4ef7\u662f\u6bcf\u6708 20 \u5200\u7ed1\u6b7b Anthropic\uff0c\u591a\u534f\u8bae\u60f3\u90fd\u4e0d\u7528\u60f3\uff1b\u5982\u679c\u4f60\u9884\u7b97\u65e0\u538b\u529b\u3001\u8981\u7684\u662f\u7a33\u5b9a\u8f93\u51fa\u800c\u4e0d\u662f\u81ea\u7531\u5ea6\uff0c\u76f4\u63a5\u7528\u5b83\uff0c\u522b\u6298\u817e\u3002<strong>aider<\/strong>\uff1a\u8d70\u7684\u662f\u53e6\u4e00\u6761\u8def\uff0c\u65e0 agent \u7f16\u6392\u3001git-native\u3001\u8f7b\u91cf\u5230\u50cf\u4e2a pair programming \u811a\u672c\uff0c\u9002\u5408\u6539\u6539\u811a\u672c\u3001\u5199\u5199\u5c0f\u529f\u80fd\u7684\u573a\u666f\uff1b\u4f46\u4f60\u8981 subagents\u3001skills\u3001arena \u8fd9\u4e9b\u7f16\u6392\u80fd\u529b\uff0caider \u6ca1\u6709\u8fd9\u4e00\u5c42\u3002\u9009\u578b\u5c31\u4e00\u53e5\u8bdd\uff1a<strong>\u8981\u81ea\u7531\u5ea6\u548c\u7f16\u6392\uff0cQwen Code\uff1b\u8981\u8d28\u91cf\u4e0b\u9650\uff0cClaude Code\uff1b\u8981\u8f7b\u5feb\uff0caider\u3002<\/strong><\/p>\n<p>\u4e00\u53e5\u8bdd\u6536\u5c3e\uff1aQwen Code \u662f\u90a3\u4e2a\u628a\u300cClaude Code \u7684\u5de5\u4f5c\u6d41\u300d\u548c\u300c\u6a21\u578b\u81ea\u7531\u300d\u8fd9\u4e24\u4e2a\u613f\u671b\u540c\u65f6\u63a5\u4f4f\u7684\u5f00\u6e90\u7b54\u6848\u2014\u2014\u524d\u63d0\u662f\u4f60\u81ea\u5df1\u4ed8\u6a21\u578b\u7684\u8d26\u5355\u3002\u987a\u624b\u62c9\u4e86\u4e0b\u5b83\u4eca\u5929\u7684\u6570\uff1a28,854 \u4e2a star\uff0c\u6700\u65b0\u7248 v0.26.5 \u4eca\u5929\u65e9\u4e0a\u521a\u53d1\uff0c\u6700\u8fd1\u56db\u5468 1,370 \u6b21\u63d0\u4ea4\uff0c\u70ed\u5ea6\u4e00\u70b9\u6ca1\u964d\u6e29\u7684\u610f\u601d\u3002\u81f3\u4e8e\u90a3\u7bc7\u300c\u6bcf\u5929 2000 \u6b21\u514d\u8d39\u300d\u7684\u653b\u7565\uff0c\u66ff\u6211\u8f6c\u544a\u7fa4\u91cc\u8fd8\u5728\u4f20\u7684\u670b\u53cb\uff1a\u5b83\u8fc7\u671f\u4e86\uff0c\u522b\u518d\u7167\u7740\u6572\u4e86\u3002<\/p>\n<hr>\n<p><strong>\u53c2\u8003\u4e0e\u51fa\u5904<\/strong>\uff1a<\/p>\n<ul>\n<li>\u4ed3\u5e93\u4e0e\u6570\u636e\uff1a<a href=\"https:\/\/github.com\/QwenLM\/qwen-code\">https:\/\/github.com\/QwenLM\/qwen-code<\/a>\uff08star \u6570\u3001release v0.26.5\u3001\u8fd1\u56db\u5468\u63d0\u4ea4\u6570\uff0c\u5747\u53d6\u81ea GitHub API \u5b9e\u65f6\u6570\u636e\uff09<\/li>\n<li>\u8ba4\u8bc1\u6587\u6863\uff08OAuth \u505c\u7528\u58f0\u660e\uff09\uff1a<a href=\"https:\/\/qwenlm.github.io\/qwen-code-docs\/en\/users\/configuration\/auth\/\">https:\/\/qwenlm.github.io\/qwen-code-docs\/en\/users\/configuration\/auth\/<\/a><\/li>\n<li>issue #10887\uff08\u6b7b\u5faa\u73af\u70e7 5-14M token\uff09\uff1a<a href=\"https:\/\/github.com\/QwenLM\/qwen-code\/issues\/10887\">https:\/\/github.com\/QwenLM\/qwen-code\/issues\/10887<\/a><\/li>\n<li>issue #8177\uff08macOS + tmux IME \u5149\u6807\u9519\u4f4d\uff09\uff1a<a href=\"https:\/\/github.com\/QwenLM\/qwen-code\/issues\/8177\">https:\/\/github.com\/QwenLM\/qwen-code\/issues\/8177<\/a><\/li>\n<li>HN \u8ba8\u8bba\u6863\uff08nurettin \u6bc1\u6587\u4ef6\u3001&#8221;carbon copy&#8221; \u8bc4\u4ef7\uff09\uff1a<a href=\"https:\/\/news.ycombinator.com\/item?id=44934283\">https:\/\/news.ycombinator.com\/item?id=44934283<\/a> \u3001<a href=\"https:\/\/innerself-hn.com\/item?id=45083582\">https:\/\/innerself-hn.com\/item?id=45083582<\/a><\/li>\n<li>saas.pet \u4e5d\u5929\u5b9e\u6d4b\uff1a<a href=\"https:\/\/saas.pet\/reviews\/qwen-code-review\">https:\/\/saas.pet\/reviews\/qwen-code-review<\/a><\/li>\n<li>azbot \u5b9e\u6d4b\uff08Coding Plan \u5b9a\u4ef7\u3001\u672c\u5730\u6a21\u578b\u4e03\u6b65\u914d\u7f6e\uff09\uff1a<a href=\"https:\/\/www.azbot.com\/143959380\/qwen-code-cli-review-2026-up-to-five-models-race-and-the-winners-code-is-kept\">https:\/\/www.azbot.com\/143959380\/qwen-code-cli-review-2026-up-to-five-models-race-and-the-winners-code-is-kept<\/a><\/li>\n<li>standardcompute \u6d4b\u8bc4\u9875\uff08\u5f03\u7528\u5b57\u6bb5\u4e0e\u9759\u9ed8\u8df3\u8fc7\u95ee\u9898\uff09\uff1a<a href=\"https:\/\/standardcompute.com\/best-ai-agent\/qwen-code\">https:\/\/standardcompute.com\/best-ai-agent\/qwen-code<\/a><\/li>\n<li>\u6398\u91d1\u4f53\u9a8c\u6587\uff08\u957f\u4e0a\u4e0b\u6587\u5ef6\u8fdf\u3001\/compress\uff09\uff1a<a href=\"https:\/\/juejin.cn\/post\/7639583242592682034\">https:\/\/juejin.cn\/post\/7639583242592682034<\/a><\/li>\n<li>\u7b2c\u4e09\u65b9\u4e0a\u624b\u6587\uff08Node \u7248\u672c\u5751\u3001\u7a7a\u76ee\u5f55\u95ee\u9898\uff09\uff1a<a href=\"https:\/\/www.iqilian.com\/guide\/qwen-code-shangshou-kaiyuan-pingjia-cli\">https:\/\/www.iqilian.com\/guide\/qwen-code-shangshou-kaiyuan-pingjia-cli<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u6211\u987a\u7740\u7fa4\u91cc\u8fd8\u5728\u4f20\u7684\u514d\u8d39\u653b\u7565\u53bb\u88c5 Qwen Code\uff0c\u7ed3\u679c\u53d1\u73b0 OAuth \u514d\u8d39\u901a\u9053 4 \u6708\u5c31\u505c\u4e86\u3002\u88c5\u5b8c\u3001\u7ffb\u5b8c\u6e90\u7801\u548c\u6587\u6863\uff0c\u628a\u5b83\u7684\u591a\u534f\u8bae\u771f\u672c\u4e8b\u3001Agent Arena\u3001\u70e7 token 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