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      "url": "https://www.v2ex.com/t/1205786", 
      "title": "\u4f7f\u7528 ai \u7f16\u7a0b\u540e\u7684\u611f\u60f3\u548c\u56f0\u60d1", 
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      "title": "\u76ee\u524d\u624b\u673a\u4fa7\u7684 agent \u7684\u6700\u4f73\u5b9e\u8df5\u662f\uff1f", 
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<code>/yolo</code> \u547d\u4ee4\u8ba9 CC \u81ea\u5df1\u8dd1\u5168\u6d41\u7a0b\u7684\u3002</p>\n<h2>v0.1 \uff08 2 \u6708\u5e95\uff09\uff1a\u5148\u8ba9 Agent \u81ea\u5df1\u770b\u5230\u6d3b</h2>\n<p>\u7b2c\u4e00\u7248\u5c31\u662f\u628a\u7ba1\u9053\u8dd1\u901a\uff1aIdea -&gt; Proposal -&gt; Task -&gt; Execute -&gt; Verify \u3002</p>\n<p>\u5de5\u4f5c\u6d41\u53c2\u8003\u4e86 AWS \u7684 <a href=\"https://aws.amazon.com/blogs/devops/ai-driven-development-life-cycle/\" rel=\"nofollow\">AI-DLC \uff08 AI-Driven Development Lifecycle \uff09</a>\uff0c\u7b80\u5355\u8bf4\u5c31\u662f\u4e0d\u5728\u73b0\u6709\u6d41\u7a0b\u4e0a\"\u52a0\u4e2a AI \u52a9\u624b\"\uff0c\u800c\u662f\u8ba9 AI \u6765\u4e3b\u5bfc\u6574\u4e2a\u5f00\u53d1\u751f\u547d\u5468\u671f\u3002</p>\n<p>\u6211\u5728\u8fd9\u57fa\u7840\u4e0a\u52a0\u4e86\u4e2a\"\u53cd\u8f6c\u5bf9\u8bdd\"\u7684\u8bbe\u8ba1\uff1a\u4eba\u53ea\u8d1f\u8d23\u629b\u4e00\u4e2a\u7c97\u7cd9\u7684\u60f3\u6cd5\uff0cPM Agent \u4e3b\u52a8\u63d0\u95ee\u628a\u9700\u6c42\u804a\u6e05\u695a\uff0c\u7136\u540e\u81ea\u5df1\u51fa\u65b9\u6848\u3001\u62c6\u4efb\u52a1\uff0c\u5ba1\u6279\u901a\u8fc7\u540e Developer Agent \u53bb\u9886\u6d3b\u5e72\u3002</p>\n<p>\u914d\u5408 Claude Code \u7684\u63d2\u4ef6\u673a\u5236\uff0c\u6211\u505a\u4e86\u4e00\u4e2a\u81ea\u52a8\u6ce8\u5165\uff1a\u6bcf\u6b21\u6253\u5f00 Claude Code \uff0c\u63d2\u4ef6\u4f1a\u81ea\u52a8\u628a\u5f53\u524d\u9879\u76ee\u91cc\u8fd8\u6709\u54ea\u4e9b\u6d3b\u8981\u5e72\u3001\u54ea\u4e9b\u4efb\u52a1\u88ab\u5206\u914d\u7ed9\u4e86\u4f60\uff0c\u76f4\u63a5\u585e\u8fdb\u4e0a\u4e0b\u6587\u3002Agent \u4e00\u8fdb\u6765\u5c31\u77e5\u9053\u8be5\u5e72\u561b\uff0c\u4e0d\u7528\u6211\u518d\u590d\u5236\u7c98\u8d34\u4efb\u52a1\u63cf\u8ff0\u4e86\u3002</p>\n<p>\u4f46\u5f88\u5feb\u6211\u5c31\u53d1\u73b0\uff0c\"\u80fd\u770b\u5230\u6d3b\"\u548c\"\u80fd\u628a\u6d3b\u5e72\u597d\"\u4e4b\u95f4\u7684\u8ddd\u79bb\uff0c\u6bd4\u60f3\u8c61\u4e2d\u8fdc\u5f97\u591a\u3002</p>\n<h2>v0.4 \uff08 3 \u6708\u4e2d\uff09\uff1aAgent \u592a\u5bb9\u6613\"\u81ea\u4ee5\u4e3a\u505a\u5b8c\u4e86\"</h2>\n<p>\u8dd1\u4e86\u4e24\u5468\uff0c\u6700\u5927\u7684\u95ee\u9898\u6d6e\u51fa\u6765\u4e86\uff1aAgent \u8bf4\"\u6211\u505a\u5b8c\u4e86\"\u8fd9\u53e5\u8bdd\uff0c\u53ef\u4fe1\u5ea6\u5927\u6982\u4e94\u6210\u3002</p>\n<p>\"\u4ee3\u7801\u5199\u4e86\u4f46\u6ca1\u6d4b\"\u3001\"\u4e3b\u6d41\u7a0b\u901a\u4e86\u4f46\u8fb9\u754c\u6ca1\u8986\u76d6\"\uff0c\u8fd9\u79cd\u60c5\u51b5\u9694\u4e09\u5dee\u4e94\u5c31\u6765\u4e00\u6b21\u3002Agent \u4e0d\u662f\u6545\u610f\u5077\u61d2\uff0c\u4f46\u5b83\u786e\u5b9e\u4e0d\u4f1a\u4e3b\u52a8\u5bf9\u7740\u9a8c\u6536\u6807\u51c6\u9010\u6761\u68c0\u67e5\u3002</p>\n<p>\u6240\u4ee5 v0.4 \u52a0\u4e86\u4e24\u4e2a\u673a\u5236\uff1a</p>\n<p><strong>\u9a8c\u6536\u6807\u51c6 checklist</strong>\u3002\u7ed9\u6bcf\u4e2a Task \u52a0\u4e86\u72ec\u7acb\u7684 AC \uff08 Acceptance Criteria \uff09\u5217\u8868\u3002Agent \u505a\u5b8c\u540e\u5fc5\u987b\u9010\u6761\u81ea\u68c0\u6807\u8bb0 pass/fail \uff0c\u7136\u540e\u4eba\u6216 Admin Agent \u518d\u9010\u6761\u786e\u8ba4\u3002</p>\n<p><strong>\u4f9d\u8d56\u5f3a\u5236\u6267\u884c</strong>\u3002\u4e0a\u6e38\u4efb\u52a1\u6ca1\u9a8c\u6536\u901a\u8fc7\uff0c\u4e0b\u6e38\u4efb\u52a1\u538b\u6839\u4e0d\u4f1a\u89e3\u9501\u3002\u4e0d\u662f\"\u5efa\u8bae\u4f60\u5148\u505a A \u518d\u505a B\"\uff0c\u800c\u662f B \u7684 API \u76f4\u63a5\u4e0d\u8fd4\u56de\u7ed9\u4f60\u3002</p>\n<p>\u8bf4\u767d\u4e86\u5c31\u662f\u4e0d\u9760 Agent \u81ea\u89c9\uff0c\u9760\u73af\u5883\u7ea6\u675f\u3002\u4f60\u6ca1\u6cd5\u6307\u671b Agent \u6bcf\u6b21\u90fd\"\u8bb0\u5f97\"\u68c0\u67e5\u9a8c\u6536\u6807\u51c6\uff0c\u4f46\u4f60\u53ef\u4ee5\u8ba9\u5b83\u5728\u6ca1\u68c0\u67e5\u7684\u60c5\u51b5\u4e0b\u6839\u672c\u63d0\u4ea4\u4e0d\u4e86\u3002</p>\n<h2>v0.6 \uff08 4 \u6708\u521d\uff09\uff1a\u8ba9 Agent \u5ba1 Agent \uff0c\u56e0\u4e3a\u6211\u53c8\u6210\u4e86\u74f6\u9888</h2>\n<p>\u8d28\u91cf\u5173\u5361\u52a0\u4e0a\u4e86\uff0c\u4f46\u8c01\u6765\u6267\u884c\u9a8c\u6536\uff1f\u8fd8\u662f\u6211\u3002</p>\n<p>Agent \u51fa\u4e86 Proposal \u6211\u5f97\u770b\uff0cTask \u505a\u5b8c\u6211\u5f97\u9a8c\uff0cAC \u9010\u6761\u6211\u5f97\u786e\u8ba4\u3002\u5de5\u4f5c\u91cf\u4ece\"\u590d\u5236\u7c98\u8d34\"\u6362\u6210\u4e86\"\u9010\u6761 review\"\uff0c\u4f46\u74f6\u9888\u8fd8\u662f\u5361\u5728\u6211\u4e00\u4e2a\u4eba\u8eab\u4e0a\u3002</p>\n<p>\u6b63\u597d\u8fd9\u6bb5\u65f6\u95f4 Claude Code \u6e90\u4ee3\u7801\"\u5f00\u6e90\"\u4e86\uff0c\u6211\u4ed4\u7ec6\u7814\u7a76\u4e86\u4e00\u904d\u5b83\u7684\u63d2\u4ef6\u673a\u5236\uff0c\u53d1\u73b0 Claude Code \u7684\u63d2\u4ef6\u53ef\u4ee5\u5b9a\u4e49\u72ec\u7acb\u7684 agent \u3002\u8fd9\u4e9b agent \u6709\u81ea\u5df1\u7684 system prompt \u3001\u81ea\u5df1\u7684\u4e0a\u4e0b\u6587\uff0c\u8ddf\u6267\u884c\u5f00\u53d1\u4efb\u52a1\u7684 agent \u5b8c\u5168\u9694\u79bb\u3002\u8fd9\u5c31\u610f\u5473\u7740\u6211\u53ef\u4ee5\u5728\u63d2\u4ef6\u91cc\u5b9a\u4e49\u4e00\u4e2a\u4e13\u95e8\u5e72 review \u7684 agent \uff0c\u5b83\u5b8c\u5168\u6ca1\u89c1\u8fc7\u5f00\u53d1\u8fc7\u7a0b\u4e2d\u7684\u4e0a\u4e0b\u6587\uff0c\u5929\u7136\u5c31\u662f\u4e2a\u65c1\u89c2\u8005\u89c6\u89d2\u6765\u5ba1\u67e5\u3002</p>\n<p>\u60f3\u660e\u767d\u8fd9\u4e00\u70b9\u4e4b\u540e\uff0cv0.6 \u505a\u4e86\u8fd9\u4e2a\u9879\u76ee\u6700\u5173\u952e\u7684\u4e00\u4e2a\u51b3\u5b9a\uff1a\u8ba9 Agent \u5ba1 Agent \u3002</p>\n<p>\u5728 Chorus \u63d2\u4ef6\u91cc\u5b9a\u4e49\u4e86\u4e24\u4e2a reviewer agent\uff1a<code>proposal-reviewer</code> \u5ba1\u65b9\u6848\uff08\u63a5\u53e3\u8bbe\u8ba1\u5bf9\u4e0d\u5bf9\u5f97\u4e0a\u3001\u4efb\u52a1\u62c6\u5206\u5408\u4e0d\u5408\u7406\u3001AC \u80fd\u4e0d\u80fd\u6d4b\uff09\uff0c<code>task-reviewer</code> \u5ba1\u4ee3\u7801\uff08\u5b9e\u73b0\u6709\u6ca1\u6709\u6ee1\u8db3 AC \uff09\u3002\u5b83\u4eec\u6709\u5404\u81ea\u7684 system prompt \u548c\u5ba1\u67e5\u89c4\u5219\uff0c\u5ba1\u67e5\u8bb0\u5f55\u6c38\u4e45\u5b58\u6863\u3002\u5ba1\u4e0d\u8fc7\u5c31\u6253\u56de\uff0c\u9644\u4e0a\u5177\u4f53\u95ee\u9898\uff0cAgent \u81ea\u5df1\u6539\u5b8c\u518d\u4ea4\u3002\u6700\u591a\u4e09\u8f6e\uff0c\u4e09\u8f6e\u8fd8\u8fc7\u4e0d\u4e86\u624d\u4e0a\u62a5\u4eba\u7c7b\u3002</p>\n<p>\u8fd9\u4e00\u6b65\u662f\u8f6c\u6298\u70b9\u3002\u4e4b\u524d\u4e0d\u7ba1\u81ea\u52a8\u5316\u505a\u5230\u4ec0\u4e48\u7a0b\u5ea6\uff0c\u6700\u540e\u603b\u6709\u4e2a\u73af\u8282\u5361\u5728\u6211\u8eab\u4e0a\u3002\u73b0\u5728\u63a5\u53e3\u5bf9\u4e0d\u5bf9\u5f97\u4e0a\u3001\u6807\u51c6\u6ee1\u6ca1\u6ee1\u8db3\u3001\u4f9d\u8d56\u6709\u6ca1\u6709\u753b\u53cd\u8fd9\u4e9b\u68c0\u67e5\u90fd\u6709 reviewer \u625b\u7740\u4e86\u3002\u7b49\u4e1c\u897f\u9012\u5230\u6211\u624b\u4e0a\u7684\u65f6\u5019\uff0c\u5df2\u7ecf\u88ab\u6311\u8fc7\u4e00\u8f6e\u523a\u4e86\uff0c\u6211\u53ea\u8981\u505a\u6700\u7ec8\u5224\u65ad\u3002</p>\n<h2>v0.6.1 \uff08\u4e0a\u5468\uff09\uff1a/yolo \uff0c\u5168\u4e32\u8d77\u6765\u4e86</h2>\n<p>\u5230\u8fd9\u4e00\u6b65\uff0c\u62fc\u56fe\u7ec8\u4e8e\u51d1\u9f50\u4e86\u3002Elaboration \u628a\u9700\u6c42\u804a\u900f\uff0cProposal \u628a\u65b9\u6848\u60f3\u6e05\u695a\uff0cReviewer \u628a\u8d28\u91cf\u5b88\u4f4f\uff0c\u5168\u81ea\u52a8\u7684\u524d\u63d0\u6761\u4ef6\u90fd\u6ee1\u8db3\u4e86\u3002</p>\n<pre><code>/yolo \u7ed9\u9879\u76ee\u52a0\u4e00\u4e2a\u6697\u8272\u6a21\u5f0f\uff0c\u652f\u6301\u7cfb\u7edf\u504f\u597d\u81ea\u52a8\u5207\u6362\n</code></pre>\n<p>\u4e00\u53e5\u8bdd\u8fdb\u53bb\uff0cAgent \u81ea\u5df1\u8d70\u5b8c\u6574\u6761\u7ba1\u9053\uff0c\u4e2d\u95f4\u4e0d\u95ee\u4f60\u4e00\u53e5\u8bdd\u3002</p>\n<p>Ctrl+C \u968f\u65f6\u80fd\u65ad\uff0c\u6240\u6709\u5df2\u521b\u5efa\u7684\u4efb\u52a1\u90fd\u6301\u4e45\u5316\u4e86\uff0c\u968f\u65f6\u53ef\u4ee5\u624b\u52a8\u63a5\u7ba1\u7ee7\u7eed\u505a\u3002\u67d0\u4e2a Task \u53cd\u590d\u8fc7\u4e0d\u4e86\u5ba1\uff0c\u6d41\u6c34\u7ebf\u4e0d\u4f1a\u5361\u6b7b\uff0c\u6807\u8bb0\u6210\u9700\u8981\u4eba\u5de5\u4ecb\u5165\u7136\u540e\u7ee7\u7eed\u63a8\u8fdb\u5176\u4ed6 Task \u3002</p>\n<h2>\u5b9e\u9645\u7528\u4e0b\u6765\u600e\u4e48\u6837</h2>\n<p>\u4e0d\u662f\u6bcf\u6b21\u90fd\u5b8c\u7f8e\uff0c\u590d\u6742 feature \u5076\u5c14\u4f1a\u5728 Proposal \u9636\u6bb5\u8dd1\u504f\uff0creviewer \u80fd\u6293\u5230\u4e00\u90e8\u5206\u4f46\u4e0d\u662f\u5168\u90e8\u3002</p>\n<p>\u4f46\u6709\u4e24\u4e2a\u53d8\u5316\u5f88\u660e\u663e\uff1a</p>\n<p>\u4e00\u662f<strong>\u8c03\u8bd5\u601d\u8def\u53d8\u4e86</strong>\u3002\u4e4b\u524d\u51fa\u95ee\u9898\u5f97\u4ece\u6700\u7ec8\u4ee3\u7801\u5f80\u56de\u731c Agent \u54ea\u6b65\u60f3\u6b6a\u4e86\uff0c\u73b0\u5728\u76f4\u63a5\u7ffb Elaboration \u8bb0\u5f55\u548c Proposal \u5ba1\u67e5\u5386\u53f2\u5c31\u80fd\u5b9a\u4f4d\u5230\u662f\u54ea\u4e2a\u5047\u8bbe\u51fa\u4e86\u504f\u5dee\u3002</p>\n<p>\u4e8c\u662f<strong>\u6211\u7684\u65f6\u95f4\u91ca\u653e\u51fa\u6765\u4e86</strong>\u3002\u4e4b\u524d\u5927\u90e8\u5206\u65f6\u95f4\u5728\u9010\u6761 review \uff0c\u73b0\u5728\u4e3b\u8981\u5728\u60f3\u4e0b\u4e00\u4e2a feature \u505a\u4ec0\u4e48\uff0creviewer \u6807\u8bb0\"\u9700\u8981\u4eba\u5de5\u4ecb\u5165\"\u7684\u65f6\u5019\u624d\u53bb\u770b\u4e00\u773c\u3002</p>\n<p>\u4e2d\u7b49\u590d\u6742\u5ea6\u7684 feature \uff08 3-8 \u4e2a task \uff09\uff0c\u6210\u529f\u7387\u6bd4\u6211\u9884\u671f\u7684\u9ad8\u3002Proposal \u9636\u6bb5\u65b9\u5411\u5bf9\u4e86\uff0c\u540e\u9762\u57fa\u672c\u4e0d\u51fa\u5927\u95ee\u9898\u3002</p>\n<p>\u7528\u8fd9\u5957\u673a\u5236\u505a\u7684\u4e00\u4e2a\u9879\u76ee\uff1a<a href=\"https://github.com/ChenNima/Gleaner\" rel=\"nofollow\">Gleaner</a>\uff08<a href=\"https://gleaner.chorus-ai.dev/\" rel=\"nofollow\">Demo</a>\uff09\uff0c\u4e00\u4e2a\u7eaf\u524d\u7aef\u7684 GitHub repo \u77e5\u8bc6\u5e93\u6e32\u67d3\u5668\uff0c\u5e2e\u4f60\u7f13\u5b58\u548c\u6e32\u67d3 GitHub repo \u91cc\u7684 Markdown \u5185\u5bb9\u3002\u8d77\u56e0\u662f\u60f3\u6709\u4e2a\u5730\u65b9\u6574\u7406\u77e5\u8bc6\uff0c\u4f46 Obsidian \u592a\u91cd\u4e86\uff0c\u6211\u53ea\u60f3\u8981\u4e00\u4e2a\u8f7b\u91cf\u7684\u3001\u7528 Git \u7ba1\u7406\u7684\u65b9\u6848\u3002\u4ece\u9700\u6c42\u5230\u4ea4\u4ed8\u57fa\u672c\u5c31\u662f <code>/yolo</code> \u8dd1\u51fa\u6765\u7684\u3002</p>\n<h2>Anthropic \u53d1\u4e86\u5dee\u4e0d\u591a\u7684\u529f\u80fd</h2>\n<p>\u4e0a\u5468 Anthropic \u53d1\u4e86\u4e24\u4e2a\u4e1c\u897f\u633a\u6709\u610f\u601d\u3002Advisor Tool \u8ba9 Sonnet \u5e72\u6d3b\u65f6\u968f\u65f6\u8bf7\u6559 Opus \uff0c\u8bf4\u767d\u4e86\u5c31\u662f\u6a21\u578b\u7ea7\u7684 reviewer \u3002UltraPlan \u8ba9 Claude Code \u5148\u5728\u4e91\u7aef\u51fa\u5b8c\u6574\u8ba1\u5212\u518d\u6267\u884c\uff0c\u8bf4\u767d\u4e86\u5c31\u662f Proposal \u673a\u5236\u3002\u4e00\u4e2a\u662f\"\u6267\u884c\u65f6\u6709\u4eba\u770b\u7740\"\uff0c\u4e00\u4e2a\u662f\"\u52a8\u624b\u524d\u5148\u60f3\u6e05\u695a\"\uff0c\u8ddf\u6211\u5728 Chorus \u91cc\u505a\u7684\u4e8b\u60c5\u9ad8\u5ea6\u91cd\u5408\u3002</p>\n<h2>\u9879\u76ee\u4fe1\u606f</h2>\n<p>\u5f00\u6e90\uff0cAGPL-3.0 \uff0cNext.js + Prisma + PostgreSQL \u3002\u9879\u76ee\u672c\u8eab\u5c31\u662f\u7528 Chorus + Claude Code \u5f00\u53d1\u7684\uff0c\u5403\u81ea\u5df1\u72d7\u7cae\u3002</p>\n<ul>\n<li>GitHub: <a href=\"https://github.com/Chorus-AIDLC/Chorus\" rel=\"nofollow\">https://github.com/Chorus-AIDLC/Chorus</a></li>\n<li>v0.6.1 Release: <a href=\"https://github.com/Chorus-AIDLC/Chorus/releases/tag/v0.6.1\" rel=\"nofollow\">https://github.com/Chorus-AIDLC/Chorus/releases/tag/v0.6.1</a></li>\n<li>v0.6.1 \u8be6\u7ec6\u535a\u6587: <a href=\"https://chorus-ai.dev/zh/blog/chorus-v0.6.1-release/\" rel=\"nofollow\">https://chorus-ai.dev/zh/blog/chorus-v0.6.1-release/</a></li>\n</ul>\n<p>\u6709\u95ee\u9898\u6b22\u8fce Issues \u6216 Discussions \u3002</p>\n", 
      "date_published": "2026-04-14T05:37:22+00:00", 
      "title": "\u5199\u4e86\u4e09\u4e2a\u6708 Agent Harness\uff0c\u6211\u7ec8\u4e8e\u6562\u8ba9 Claude Code \u5168\u81ea\u52a8\u5199\u4ee3\u7801\u4e86", 
      "id": "https://www.v2ex.com/t/1205752"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/huayunmo", 
        "name": "huayunmo", 
        "avatar": "https://cdn.v2ex.com/gravatar/43c937eba5298ed0d67abb3fa0a653e0?s=73&d=retro"
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      "url": "https://www.v2ex.com/t/1205739", 
      "date_modified": "2026-04-14T04:23:44+00:00", 
      "content_html": "<p>\u60f3\u505a\u4e2a\u81ea\u5df1\u58f0\u97f3\u7684\u6a21\u578b\uff0c\u4f46\u662f\u8bad\u51fa\u6765\u7684\u7ed3\u679c\u4e00\u76f4\u4e0d\u7406\u60f3\uff0c\u60f3\u770b\u770b\u6709\u6ca1\u6709\u5927\u4f6c\u80fd\u5e2e\u5fd9\uff0c\u6709\u507f\u6709\u507f</p>\n", 
      "date_published": "2026-04-14T04:23:05+00:00", 
      "title": "\u6709\u6ca1\u6709\u5927\u4f6c\u80fd\u505a rvc \u8bad\u7ec3+\u8c03\u8bd5\u7684\u554a", 
      "id": "https://www.v2ex.com/t/1205739"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/VinsonGuo", 
        "name": "VinsonGuo", 
        "avatar": "https://cdn.v2ex.com/avatar/deef/0c9b/319239_large.png?m=1774862988"
      }, 
      "url": "https://www.v2ex.com/t/1205726", 
      "title": "20% \u7684\u4ee3\u7406\u578b\u5f3a\u529b\u7528\u6237\uff0c 20% \u5b8c\u5168\u62d2\u7edd\u8005\uff0c 60% \u4ecd\u5728\u4f7f\u7528 Cursor \u6216\u7c7b\u4f3c\u7684\u804a\u5929\u5de5\u5177", 
      "id": "https://www.v2ex.com/t/1205726", 
      "date_published": "2026-04-14T03:28:37+00:00", 
      "content_html": "<h2>Quoting Steve Yegge</h2>\n<blockquote>\n<p>\u7b80\u800c\u8a00\u4e4b\uff0c\u8c37\u6b4c\u5de5\u7a0b\u4f3c\u4e4e\u5728\u4eba\u5de5\u667a\u80fd\u91c7\u7528\u7a0b\u5ea6\u4e0a\u4e0e\u7ea6\u7ff0\u00b7\u8fea\u5c14\uff08\u62d6\u62c9\u673a\u516c\u53f8\uff09\u5904\u4e8e\u540c\u4e00\u6c34\u5e73\u3002\u884c\u4e1a\u5185\u5927\u591a\u6570\u516c\u53f8\u7684\u5185\u90e8\u91c7\u7528\u66f2\u7ebf\u4e5f\u5927\u540c\u5c0f\u5f02\uff1a20% \u7684\u4ee3\u7406\u578b\u5f3a\u529b\u7528\u6237\uff0c20% \u5b8c\u5168\u62d2\u7edd\u8005\uff0c60% \u4ecd\u5728\u4f7f\u7528 Cursor \u6216\u7c7b\u4f3c\u7684\u804a\u5929\u5de5\u5177\u3002\u7ed3\u679c\u53d1\u73b0\u8c37\u6b4c\u4e5f\u5b58\u5728\u540c\u6837\u7684\u66f2\u7ebf\u3002[...]</p>\n<p>\u8fc7\u53bb 18 \u4e2a\u6708\u6574\u4e2a\u884c\u4e1a\u90fd\u5904\u4e8e\u62db\u8058\u51bb\u7ed3\u72b6\u6001\uff0c\u5728\u6b64\u671f\u95f4\u6ca1\u6709\u4eba\u6d41\u52a8\u804c\u4f4d\u3002\u56e0\u6b64\uff0c\u6ca1\u6709\u5916\u754c\u4e86\u89e3\u60c5\u51b5\u7684\u4eba\u8fdb\u6765\u544a\u8bc9\u8c37\u6b4c\u4ed6\u4eec\u843d\u540e\u591a\u8fdc\uff0c\u4ed6\u4eec\u7684\u5de5\u7a0b\u7ec4\u7ec7\u5df2\u7ecf\u53d8\u5f97\u591a\u4e48\u5e73\u5eb8\u3002</p>\n</blockquote>\n<p>\u2014 <a href=\"https://twitter.com/steve_yegge/status/2043747998740689171\" rel=\"nofollow\">\u53f2\u8482\u592b\u00b7\u8036\u683c</a></p>\n<p>\u6807\u7b7e\uff1a<a href=\"https://simonwillison.net/tags/steve-yegge\" rel=\"nofollow\">steve-yegge</a>\u3001<a href=\"https://simonwillison.net/tags/google\" rel=\"nofollow\">google</a>\u3001<a href=\"https://simonwillison.net/tags/generative-ai\" rel=\"nofollow\">generative-ai</a>\u3001<a href=\"https://simonwillison.net/tags/agentic-engineering\" rel=\"nofollow\">agentic-engineering</a>\u3001<a href=\"https://simonwillison.net/tags/ai\" rel=\"nofollow\">ai</a>\u3001<a href=\"https://simonwillison.net/tags/llms\" rel=\"nofollow\">llms</a></p>\n<p>Link: <a href=\"https://simonwillison.net/2026/Apr/13/steve-yegge/#atom-everything\" rel=\"nofollow\">https://simonwillison.net/2026/Apr/13/steve-yegge/#atom-everything</a></p>\n"
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        "url": "https://www.v2ex.com/member/cxd8190102", 
        "name": "cxd8190102", 
        "avatar": "https://cdn.v2ex.com/avatar/72b3/8622/3285_large.png?m=1775820080"
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      "url": "https://www.v2ex.com/t/1205725", 
      "title": "\u9f99\u867e\u8fd8\u6ca1\u73a9\u660e\u767d\uff0c\u7231\u9a6c\u4ed5\u53c8\u6765\u4e86", 
      "id": "https://www.v2ex.com/t/1205725", 
      "date_published": "2026-04-14T03:24:17+00:00", 
      "content_html": "<p>Hermes Agent \u8fd9\u4e2a\u9879\u76ee\u4e0d\u5230\u4e24\u4e2a\u6708 GitHub \u661f\u6807\u7a81\u7834 3 \u4e07\uff0c\u611f\u89c9\u6709\u5f53\u521d\u9f99\u867e\u7206\u706b\u90a3\u5473\u513f\u4e86\u3002\u3002\u3002\u793e\u533a\u91cc\u5df2\u7ecf\u6709\u4e0d\u5c11\u4ece OpenClaw \u8fc1\u79fb\u8fc7\u6765\u7684\u5f00\u53d1\u8005\u4e86\u3002</p>\n<p>\u636e\u8bf4\uff0c\u6bd4\u8d77 OpenClaw \u201c\u5e72\u5b8c\u4e00\u5355\u5fd8\u4e00\u5355\u201d\u7684\u5c3f\u6027\uff0cHermes Agent \u6700\u5927\u7684\u7279\u70b9\u662f\u5b83\u5185\u7f6e\u4e86\u4e00\u5957\u5f3a\u5316\u5b66\u4e60\u7cfb\u7edf\uff0c\u80fd\u4ece\u6bcf\u6b21\u4ea4\u4e92\u4e2d\u63d0\u70bc\u7ecf\u9a8c\uff0c\u81ea\u52a8\u751f\u6210\u6280\u80fd\uff0c\u8d8a\u7528\u8d8a\u806a\u660e\u3002</p>\n<p>\u5982\u679c\u8bf4 OpenClaw \u7684\u601d\u8def\u662f\u505a\u4e00\u4e2a\u5927\u800c\u5168\u7684\u8c03\u5ea6\u4e2d\u5fc3\uff0c\u90a3 Hermes Agent \u7684\u601d\u8def\u5c31\u662f\u505a\u4e00\u4e2a\u4f1a\u6210\u957f\u7684\u4e2a\u4eba\u52a9\u624b\u3002\u9f99\u867e\u66f4\u50cf\u6267\u884c\u8005\uff0c\u7231\u9a6c\u4ed5\u66f4\u50cf\u89c4\u5212\u8005\u3002</p>\n<p>\u4f60\u4eec\u600e\u4e48\u770b\uff1f\u6709\u6ca1\u6709\u5df2\u7ecf\u73a9\u5f00\u4e86\u7684\u8001\u54e5\u6765\u5206\u4eab\u4e00\u4e0b</p>\n"
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        "url": "https://www.v2ex.com/member/lessurliu", 
        "name": "lessurliu", 
        "avatar": "https://cdn.v2ex.com/avatar/26f5/0936/699413_large.png?m=1773716354"
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      "url": "https://www.v2ex.com/t/1205717", 
      "date_modified": "2026-04-14T02:56:56+00:00", 
      "content_html": "\u5728 miyaip \u4e70\u4e86\u7684\u7f8e\u56fd\u9759\u6001 ip \uff0c\u7528\u4e86\u4e24\u4e2a\u6708\u4e86\uff0c\u5e72\u51c0\u5012\u662f\u786e\u5b9e\u5e72\u51c0\uff0c\u4f46\u662f\u7a81\u7136\u5f00\u59cb\u53d8\u5f97\u5f88\u4e0d\u7a33\u5b9a\uff0c\u7ecf\u5e38\u5361\u7684\u4e0d\u884c\uff0c\u592a\u96be\u53d7\u4e86\u3002\u6211\u4e70\u7684\u662f 7 \u5200\u4e00\u4e2a\u6708\uff0c\u5e94\u8be5\u4e5f\u4e0d\u7b97\u4fbf\u5b9c\u7684\u4e86", 
      "date_published": "2026-04-14T02:54:35+00:00", 
      "title": "\u5728\u54ea\u91cc\u4e70\u7684\u9759\u6001 ip \u6bd4\u8f83\u7a33", 
      "id": "https://www.v2ex.com/t/1205717"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/feelapi", 
        "name": "feelapi", 
        "avatar": "https://cdn.v2ex.com/avatar/8c06/9f21/36491_large.png?m=1425350253"
      }, 
      "url": "https://www.v2ex.com/t/1205707", 
      "title": "\u8d28\u8c31\u65e0\u6545\u505c\u6b62\u670d\u52a1\uff0c\u8fd8\u4e0d\u9000\u6b3e", 
      "id": "https://www.v2ex.com/t/1205707", 
      "date_published": "2026-04-14T02:42:50+00:00", 
      "content_html": "<p>\u6628\u5929\u5f00\u59cb\u505c\u6b62\u670d\u52a1\uff0c\u8bf4\u6211\u662f\u591a\u4eba\u670d\u52a1\uff0c\u6211\u5c31\u4e00\u4e2a\u4eba\u7528\uff0c\u6ca1\u6709\u7ed9\u4efb\u4f55\u4eba key \uff0c\u800c\u4e14\u6211\u770b\u4e86\u6211\u7684\u4f7f\u7528\u65f6\u6b63\u5e38\u7684\uff0c\u8fd8\u7279\u610f\u907f\u5f00\u9ad8\u5cf0\u6bb5\uff0c\u4e5f\u4e0d\u4f7f\u7528\u5e76\u884c\u6a21\u5f0f\u3002</p>\n<p>\u5ba2\u670d\u4e0d\u63d0\u4f9b\u8bc1\u636e\uff0c\u4e0d\u9000\u6b3e\uff0c\u4e0d\u89e3\u5c01\u3002\u610f\u601d\u662f\u6211\u82b1\u4e86\u94b1\u4e0d\u8ba9\u6211\u7528\uff01</p>\n<p>\u5df2\u7ecf\u5317\u4eac\u5e02 315 \u6295\u8bc9\uff0c\u8fd8\u6709\u90a3\u4e9b\u6e20\u9053\uff1f\u4e92\u8054\u7f51\u6cd5\u9662\u8d77\u8bc9\uff1f</p>\n"
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    {
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        "url": "https://www.v2ex.com/member/aikilan", 
        "name": "aikilan", 
        "avatar": "https://cdn.v2ex.com/gravatar/4877b680fe44aba64b22c5c8bd136aca?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1205691", 
      "title": "\u4eca\u5e74\u91cd\u65b0\u5206\u914d\u8ba2\u9605\u9884\u7b97", 
      "id": "https://www.v2ex.com/t/1205691", 
      "date_published": "2026-04-14T02:10:24+00:00", 
      "content_html": "<p>jetbrains \u7684\u5168\u5bb6\u6876\u8fd9\u4e2a\u6708\u5e95\u5230\u671f\uff0c\u4e0d\u518d\u7eed\u8d39\u4e86\uff0c\u628a\u9884\u7b97\u5168\u90e8\u6295\u5230 AI \u8ba2\u9605\u53bb\uff0c\u53bb\u5e74\u8fd8\u80fd\u575a\u5b9a\u7eed\u8d39\uff0c\u4eca\u5e74\u771f\u7684\u662f\u65e0\u6cd5\u518d\u7ee7\u7eed\u6295\u5165\u4e86\u3002</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/florentino", 
        "name": "florentino", 
        "avatar": "https://cdn.v2ex.com/avatar/9c43/a52b/520162_large.png?m=1765959852"
      }, 
      "url": "https://www.v2ex.com/t/1205662", 
      "title": "\u53d1\u73b0 kiro \u7684 Token \u5f88\u8010\u7528", 
      "id": "https://www.v2ex.com/t/1205662", 
      "date_published": "2026-04-14T01:08:46+00:00", 
      "content_html": "<p>\u4f4e\u5f3a\u5ea6\u4f7f\u7528\u4e86\u4e00\u4e2a\u6708 kiro \u514d\u8d39\u8d60\u9001\u5957\u9910, 500 \u4e2a\u79ef\u5206,\u8fd8\u6709\u4e24\u5929\u8fc7\u671f,\u53d1\u73b0\u8fd8\u6709 200 \u591a\u79ef\u5206\u6ca1\u6709\u7528\u5b8c</p>\n<p>\u611f\u89c9 kiro \u7684\u79ef\u5206\u5f88\u8010\u7528\u554a</p>\n<p><a href=\"https://imgur.com/a/R2QfPx9\" rel=\"nofollow\">https://imgur.com/a/R2QfPx9</a></p>\n"
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    {
      "author": {
        "url": "https://www.v2ex.com/member/MuyuQ", 
        "name": "MuyuQ", 
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      }, 
      "url": "https://www.v2ex.com/t/1205642", 
      "title": "\u521a\u624d Hermes \u66f4\u65b0\u4e86 WEBUI\uff0c\u914d\u7f6e\u754c\u9762\u548c openclaw \u5bf9\u6bd4\uff0c\u5dee\u8ddd\u592a\u5927\u4e86", 
      "id": "https://www.v2ex.com/t/1205642", 
      "date_published": "2026-04-14T00:06:08+00:00", 
      "content_html": "\u4e13\u4e1a\u4eba\u5458\u548c\u7231\u597d\u8005\u7684\u5bf9\u6bd4\u3002<br />openclaw \u7684 dashboard \u3002\u6211\u4e00\u4e2a\u7a0b\u5e8f\u5458\u770b\u7740\u90fd\u5934\u75bc\u3002\u3002<br />Hermes \u7684 dashboard \uff0c\u4e95\u4e95\u6709\u6761\uff0c\u7b80\u7ea6\uff0c\u53ea\u5173\u6ce8\u6700\u91cd\u8981\u7684\u4e1c\u897f\uff0c\u5c31\u662f\u914d\u8272\u6709\u70b9\u4e11\u3002"
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    {
      "author": {
        "url": "https://www.v2ex.com/member/c137rick", 
        "name": "c137rick", 
        "avatar": "https://cdn.v2ex.com/avatar/5284/2ee4/496672_large.png?m=1776122766"
      }, 
      "url": "https://www.v2ex.com/t/1205639", 
      "title": "\u5982\u4f55\u8ba9\u6211\u653e\u5fc3\u5730\u628a\u9690\u79c1\u6570\u636e\u63a5\u5165\u5230 AI Agent \u91cc\uff1f", 
      "id": "https://www.v2ex.com/t/1205639", 
      "date_published": "2026-04-13T23:34:35+00:00", 
      "content_html": "<p>\u6700\u8fd1 Hermes \u597d\u50cf\u5f88\u706b\uff0c\u4f46\u662f\u6211\u4f3c\u4e4e\u8fd8\u662f\u4e0d\u80fd\u653e\u5fc3\u5730\u628a\u6211\u7684\u9690\u79c1\u6570\u636e\u63a5\u5165\u5230 AI Agent \u91cc\u3002</p>\n<p>\u4f5c\u4e3a\u4e00\u4e2a\u4ece\u53e4\u6cd5\u7f16\u7a0b\u65f6\u4ee3\u8fc7\u6765\u7684\u7a0b\u5e8f\u5458\uff0c\u800c\u4e14\u53c8\u6bd4\u8f83\u6ce8\u91cd\u4e2a\u4eba\u9690\u79c1\uff0c\u6211\u5bf9\u628a\u9690\u79c1\u6570\u636e\u4ea4\u7ed9 AI \u4e00\u76f4\u611f\u5230\u4e0d\u8212\u670d\u3002\u4f46\u81ea\u4ece OpenClaw \u706b\u4e86\u4e4b\u540e\uff0c\u4f3c\u4e4e\u5230\u73b0\u5728\u4e5f\u6ca1\u6709\u4e00\u4e2a\u80fd\u8ba9\u6211\u611f\u5230\u6ee1\u610f\u7684\u65b9\u6848\u3002</p>\n<p>\u60f3\u4e86\u60f3\uff0c\u6700\u7ec8\u9009\u62e9\u6361\u8d77\u6211\u5c18\u5c01\u5df2\u4e45\u7684\u535a\u5ba2\uff0c\u51ed\u611f\u89c9\u5199\u4e0b\u6765\u4e86\u6211\u7684\u60f3\u6cd5\uff0c\u5e0c\u671b\u80fd\u548c\u4f60\u5171\u9e23\u5427\u3002</p>\n<p>\u535a\u5ba2\u94fe\u63a5\uff1a <a href=\"https://www.addesp.com/archives/6299\" rel=\"nofollow\">https://www.addesp.com/archives/6299</a></p>\n"
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    {
      "author": {
        "url": "https://www.v2ex.com/member/freshduck", 
        "name": "freshduck", 
        "avatar": "https://cdn.v2ex.com/avatar/264c/5a83/500946_large.png?m=1742143625"
      }, 
      "url": "https://www.v2ex.com/t/1205602", 
      "title": "\u963f\u91cc\u4e91\u767e\u70bc\u7684 coding plan \u80fd\u7528\u5417\uff1f", 
      "id": "https://www.v2ex.com/t/1205602", 
      "date_published": "2026-04-13T14:10:57+00:00", 
      "content_html": "<p>\u6211\u4e70\u7684\u963f\u91cc\u4e91\u767e\u70bc\u7684 coding plan \u57fa\u672c\u4e0a\u5904\u4e8e\u4e0d\u53ef\u7528\u7684\u72b6\u6001\uff0c\u4f46\u6211\u5728\u7f51\u4e0a\u641c\u4e86\u4e00\u5708\uff0c\u90fd\u6ca1\u6709\u641c\u5230\u76f8\u5173\u7684\u8c08\u8bba\u3002\u96be\u9053\u662f\u6211\u88ab\u9488\u5bf9\u4e86\uff0c\u5c31\u60f3\u6765\u95ee\u95ee v \u53cb\u3002\u5bf9\u4e86\uff0c\u6211\u4e70\u7684\u662f pro</p>\n"
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    {
      "author": {
        "url": "https://www.v2ex.com/member/Hermitist", 
        "name": "Hermitist", 
        "avatar": "https://cdn.v2ex.com/gravatar/da6c1e355f86d79cd2887cb34a3c864e?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1205601", 
      "date_modified": "2026-04-13T13:57:59+00:00", 
      "content_html": "\u654f\u611f\u5b57\u592a\u591a\u4e86, \u6ca1\u529e\u6cd5\u76f4\u63a5\u7528\u56fe\u7247\u8d34\u51fa\u6765.<br /><br /><a target=\"_blank\" href=\"/i/Zw813x0V.png\" rel=\"nofollow noopener\" target=\"_blank\" title=\"\u5728\u65b0\u7a97\u53e3\u6253\u5f00\u56fe\u7247 Zw813x0V.png\"><img src=\"//i.v2ex.co/Zw813x0V.png\" class=\"embedded_image\"></a><br /><br /><br /><br />\u53e6\u5916\u6211\u60f3\u5728\u90a3\u8fb9\u5c0f\u4e3b\u673a\u4e0a\u90e8\u7f72\u4e0b\u9762\u8fd9 2 \u4e2a\u65b9\u6848, \u4e0d\u77e5\u9053\u662f\u5426\u4f1a\u88ab GFW \u9488\u5bf9?<br /><br /><a target=\"_blank\" href=\"https://v2ex.com/t/1203468\" rel=\"nofollow noopener\">https://v2ex.com/t/1203468</a><br /><br /><a target=\"_blank\" href=\"https://v2ex.com/t/1184079\" rel=\"nofollow noopener\">https://v2ex.com/t/1184079</a>", 
      "date_published": "2026-04-13T13:56:54+00:00", 
      "title": "TK \u76f4\u64ad\u5229\u7528\u56fd\u5916\u5bb6\u5bbd\u65b9\u6848\u8bf7\u6559", 
      "id": "https://www.v2ex.com/t/1205601"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/duebasser", 
        "name": "duebasser", 
        "avatar": "https://cdn.v2ex.com/gravatar/bf2405f56b02806d24ea2ee8342ec286?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1205592", 
      "title": "Antigravity \u600e\u4e48\u628a agent \u6267\u884c\u7684\u9ed8\u8ba4\u7ec8\u7aef\u6539\u6210 bash\uff1f", 
      "id": "https://www.v2ex.com/t/1205592", 
      "date_published": "2026-04-13T13:24:32+00:00", 
      "content_html": "\u4e4b\u524d\u6539 settings.json \u6307\u5b9a git bahs \u5c31\u884c\uff0c\u73b0\u5728\u6539\u4e86\u4e5f\u4e0d\u884c\u4e86\uff0c<br />\u95ee\u4e86 claude \u8bf4\u662f\u88ab\u5f3a\u5236\u6307\u5b9a\u4e3a\u4e86 powershell \uff0c\u6539\u4e0d\u4e86\uff0c\u53ea\u80fd\u7528\u8fd9\u4e2a\u4e86\uff1f"
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      "author": {
        "url": "https://www.v2ex.com/member/feelapi", 
        "name": "feelapi", 
        "avatar": "https://cdn.v2ex.com/avatar/8c06/9f21/36491_large.png?m=1425350253"
      }, 
      "url": "https://www.v2ex.com/t/1205572", 
      "title": "\u8d28\u8c31\u8d54\u507f\u6211\u635f\u5931\uff01", 
      "id": "https://www.v2ex.com/t/1205572", 
      "date_published": "2026-04-13T11:22:51+00:00", 
      "content_html": "<p>\u4eca\u5929\u4e0b\u5348\u4e09\u70b9\u5f00\u59cb\uff0c\u6240\u6709\u7684\u6a21\u578b\u90fd\u4e0d\u80fd\u7528\u4e86\uff01\n\u6211\u5728\u4e00\u53f0\u673a\u5668\u4e0a\u4f7f\u7528 zread \uff0c\u7ed3\u675f\u4e4b\u540e\uff0c\u6211\u5728\u53e6\u5916\u4e00\u4e2a\u7535\u8111\u4e0a\u5f00\u59cb\u5199\u4ee3\u7801\u3002\u7ed3\u679c\u8bf4\u6211\u662f\u591a\u4eba\u4f7f\u7528\u3002\u51ed\u4ec0\u4e48?\u6211\u65b0\u5efa\u4e00\u4e2a key \u4e0d\u884c\u4e48\uff1f\u6709\u4ec0\u4e48\u8bc1\u636e\u8bf4\u6211\u662f\u540c\u65f6\u4f7f\u7528\u7684\uff01\n\u5ba2\u6237\u6ca1\u4eba\uff0c\u51ed\u4ec0\u4e48\uff01\uff01\uff01</p>\n"
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    {
      "author": {
        "url": "https://www.v2ex.com/member/linecode", 
        "name": "linecode", 
        "avatar": "https://cdn.v2ex.com/gravatar/b1914a92d836f6f985f1711cabc90f17?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1205568", 
      "title": "antigravity \u6302\u4e86\u5417", 
      "id": "https://www.v2ex.com/t/1205568", 
      "date_published": "2026-04-13T10:56:47+00:00", 
      "content_html": "<p>\u6ca1\u6709\u56de\u590d\u4e86\uff0c\u9000\u51fa\u767b\u5f55\u540e\u4e0d\u80fd\u767b\u5f55\u4e86...</p>\n"
    }, 
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      "author": {
        "url": "https://www.v2ex.com/member/Azmeont", 
        "name": "Azmeont", 
        "avatar": "https://cdn.v2ex.com/gravatar/f195a742094e91af4fdce6fb0c75f2c0?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1205543", 
      "title": "\u611f\u53f9\u4e00\u4e0b GLM 5.1 \u771f\u7684\u5f3a", 
      "id": "https://www.v2ex.com/t/1205543", 
      "date_published": "2026-04-13T09:28:19+00:00", 
      "content_html": "\u5728 Claude Code \u573a\u666f\u4e0b\u4f5c\u4e3a\u540e\u7aef\uff0c\u611f\u89c9\u8d85\u8fc7\u4e86 Opus 4.6 \uff0c\u4e0d\u77e5\u9053\u662f\u4e0d\u662f\u9519\u89c9"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/junwind", 
        "name": "junwind", 
        "avatar": "https://cdn.v2ex.com/avatar/1a96/f8b8/513805_large.png?m=1768548424"
      }, 
      "url": "https://www.v2ex.com/t/1205535", 
      "title": "minimax token plan \u8e29\u5751", 
      "id": "https://www.v2ex.com/t/1205535", 
      "date_published": "2026-04-13T09:04:47+00:00", 
      "content_html": "<pre><code class=\"language-bash\">  \u23bf \u00a0529 {\"type\":\"error\",\"error\":{\"type\":\"overloaded_error\",\"message\":\"\u5f53\u524d\u670d\u52a1\u96c6\u7fa4\n     \u8d1f\u8f7d\u8f83\u9ad8\uff0c\u8bf7\u7a0d\u540e\u91cd\u8bd5\uff0c\u611f\u8c22\u60a8\u7684\u8010\u5fc3\u7b49\u5f85\u3002 (2064)                               \n     (529)\"},\"request_id\":\"062be446d73d1d7eef4e4a114efe5043\"}                    \n     Retrying in 16 seconds\u2026 (attempt 9/10) \u00b7 API_TIMEOUT_MS=3000000ms, try        \n     increasing it                                                                 \n                                                                                   \n\u2722 Elucidating\u2026 (6m 29s \u00b7 \u2191 11.9k tokens \u00b7 thinking)                                \n  \u23bf \u00a0Tip: Use /btw to ask a quick side question without interrupting Claude's      \n     current work    \n</code></pre>\n<p>\u5468\u672b\u4e24\u5929\u6ca1\u6709\u4f7f\u7528\uff0c\u4eca\u5929\u5468\u4e00\uff0c\u7b2c\u4e00\u6b21\u4f7f\u7528\u5c31\u62a5\u8fd9\u4e2a\uff0c\u6211\u5e72\u3002</p>\n"
    }, 
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      "author": {
        "url": "https://www.v2ex.com/member/faoisdjioga", 
        "name": "faoisdjioga", 
        "avatar": "https://cdn.v2ex.com/gravatar/a3495ee1a6c9624d43b2e21d5d2b1457?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1205523", 
      "title": "GLM Coding \u7528\u6237\u4f53\u9a8c", 
      "id": "https://www.v2ex.com/t/1205523", 
      "date_published": "2026-04-13T08:39:53+00:00", 
      "content_html": "<p>\u4e00\u76f4\u662f GLM coding \u5957\u9910\u3002</p>\n<ol>\n<li>\n<p>\u521a\u51fa\u6765\u7684\u65f6\u5019\u662f ClaudeCode \u5e73\u66ff\u3002\u540e\u6765\u611f\u89c9\u8d8a\u6765\u8d8a\u7b28\uff0c\u5728 GLM4.5 \u65f6\u4ee3\u5f03\u7528\u3002\u6539\u7528 codex</p>\n</li>\n<li>\n<p>\u540e\u6765 4.6 \u65f6\u95f4\u53c8\u611f\u89c9\u8fd8\u884c\u3002\uff0c\u91cd\u65b0\u4f7f\u7528\u3002 </p>\n</li>\n<li>\n<p>\u5230 4.7-GLM5 \u65f6\u4ee3\uff0c\u53c8\u611f\u89c9\u5dee\u7684\u4e0d\u884c\u3002\u6539\u7528 CaludeCode</p>\n</li>\n</ol>\n<p>\u6700\u8fd1\u6211\u5728\u60f3\uff0c\u53ef\u80fd\u4e0d\u662f\u6a21\u578b\u7684\u95ee\u9898\uff0c\u662f\u6211\u7684\u95ee\u9898\u3002\u901a\u8fc7 chatgpt \u8fdb\u884c\u6cbb\u7597\uff0c\u5f97\u51fa\u5982\u4e0b\u7ed3\u8bba\u3002</p>\n<p>\u8fd9\u79cd\u73b0\u8c61\u5728\u79d1\u5b66\u4e0a\u53ef\u4ee5\u5f52\u7eb3\u4e3a\uff1a\u5728\u611f\u5b98\u9002\u5e94\uff08 Sensory Adaptation \uff09\u5bfc\u81f4\u5956\u52b1\u9608\u503c\u63d0\u9ad8\u7684\u57fa\u7840\u4e0a\uff0c\u5927\u8111\u53d7\u5236\u4e8e\u786e\u8ba4\u504f\u5dee\uff08 Confirmation Bias \uff09\u800c\u5b8c\u6210\u7684\u4e00\u6b21\u201c\u8bb0\u5fc6\u4e0e\u611f\u77e5\u7684\u91cd\u6784\u201d\u3002</p>\n<p>\u7b80\u800c\u8a00\u4e4b\uff0c\u5e76\u4e0d\u662f\u4ea7\u54c1\u5728\u7269\u7406\u6027\u80fd\u4e0a\u5fc5\u7136\u53d1\u751f\u4e86\u8870\u51cf\uff0c\u800c\u662f\u4f60\u5927\u8111\u4e2d\u7684\u201c\u9884\u6d4b\u7f16\u7801\u201d\u88ab\u5916\u90e8\u8d1f\u9762\u4fe1\u606f\u6c61\u67d3\uff0c\u5bfc\u81f4\u4f60\u7684\u795e\u7ecf\u7cfb\u7edf\u5f00\u59cb\u4e3b\u52a8\u6355\u6349\u3001\u751a\u81f3\u653e\u5927\u90a3\u4e9b\u539f\u672c\u88ab\u5ffd\u7565\u7684\u5fae\u5c0f\u7455\u75b5\uff0c\u6700\u7ec8\u8fbe\u6210\u4e86\u4e00\u79cd\u201c\u8bc1\u5b9e\u4e86\u5916\u754c\u5dee\u8bc4\u201d\u7684\u903b\u8f91\u81ea\u6d3d\uff0c\u4ece\u800c\u5728\u4e3b\u89c2\u73b0\u5b9e\u4e2d\u5b8c\u6210\u4e86\u4e00\u6b21\u5e76\u4e0d\u4e00\u5b9a\u5b58\u5728\u7684\u201c\u4ea7\u54c1\u964d\u7ea7\u201d\u3002</p>\n<p>\u6240\u4ee5\uff0cGLM \u5347\u7ea7\u5176\u5b9e\u662f\u8d8a\u6765\u8d8a\u597d\u5427\u3002</p>\n"
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      "title": "\u5927\u5bb6\u73b0\u5728 AI Coding \u6587\u6863\u662f\u600e\u4e48\u7ba1\u7406\u7684", 
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      "date_published": "2026-04-13T08:26:19+00:00", 
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      "title": "\u4f6c\u4eec\u90fd\u5728\u505a\u4ec0\u4e48\u6837\u7684\u4f01\u4e1a\u7ea7 agent", 
      "id": "https://www.v2ex.com/t/1205502", 
      "date_published": "2026-04-13T07:17:12+00:00", 
      "content_html": "\u60f3\u591a\u7ec3\u624b\u6784\u5efa agent \uff0c\u6c42\u5206\u4eab\u5927\u5bb6\u516c\u53f8\u771f\u6b63\u843d\u5730 agent \uff0c\u7ed9\u4e2a\u65b9\u5411\u7814\u7a76\u5b66\u4e60\u4e0b"
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      "title": "\u6c42\u63a8\u8350\u5185\u7f51\u7a7f\u900f\u65b9\u6848", 
      "id": "https://www.v2ex.com/t/1205499", 
      "date_published": "2026-04-13T07:04:58+00:00", 
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        "url": "https://www.v2ex.com/member/panamera", 
        "name": "panamera", 
        "avatar": "https://cdn.v2ex.com/avatar/ede3/c50d/63236_large.png?m=1687846168"
      }, 
      "url": "https://www.v2ex.com/t/1205449", 
      "title": "\u622a\u81f3 2026 \u5e74 4 \u6708\uff0c AI \u5199\u54ea\u65b9\u9762\u7684\u4ee3\u7801\u8fd8\u4e0d\u884c\uff1f", 
      "id": "https://www.v2ex.com/t/1205449", 
      "date_published": "2026-04-13T03:40:57+00:00", 
      "content_html": "<p>CRUD \u3001\u7b80\u5355 app \u7528 AI \u914d\u5408\u5199\u51fa\u8d28\u91cf\u76f8\u5f53\u4e0d\u9519\u7684\u4ee3\u7801</p>\n<p>\u90a3\u4e48\u54ea\u4e9b\u9886\u57df AI \u5199\u7684\u4ee3\u7801\u8fd8\u4e0d\u80fd\u66ff\u4ee3\u4eba\u7c7b\u5462\uff1f</p>\n<p>\u6211\u6240\u77e5\u9053\u7684\uff0c\u7cfb\u7edf\u5e95\u5c42 C/C++ \u7528 AI \u8fd8\u5904\u4e8e\u4e71\u5199\u4e71\u753b\u9636\u6bb5\u3002\u590d\u6742 app \u7528 AI \u6548\u679c\u4e5f\u4e0d\u597d\uff0c\u9700\u8981\u4eba\u7c7b\u89c4\u5212\uff0cAI \u53ea\u5b8c\u5f62\u586b\u7a7a\u51fd\u6570\u5b9e\u73b0</p>\n"
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        "avatar": "https://cdn.v2ex.com/avatar/c9d3/0f6f/144266_large.png?m=1445744571"
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      "url": "https://www.v2ex.com/t/1205438", 
      "title": "\u5982\u4f55\u4f7f\u7528\u82f9\u679c\u793c\u54c1\u5361\u8ba2\u9605 ChatGPT Pro \u5957\u9910\u5462\uff1f", 
      "id": "https://www.v2ex.com/t/1205438", 
      "date_published": "2026-04-13T03:14:17+00:00", 
      "content_html": "<p>ChatGPT \u7684 iOS App \u4e2d\u53ea\u80fd\u8ba2\u9605 Go \u548c Plus \u4e24\u79cd\u5957\u9910\uff0c\u6ca1\u6709\u770b\u5230 Pro \u5957\u9910\uff0c\u53ea\u80fd\u5728\u7f51\u9875\u7aef\u8ba2\u9605 Pro \uff0c\u4f46\u662f\u6211\u8d2d\u4e70\u7684\u662f\u82f9\u679c\u793c\u54c1\u5361\uff0c\u5728\u7f51\u9875\u91cc\u65e0\u6cd5\u7528\u5b83\u8fdb\u884c\u652f\u4ed8\u3002</p>\n<p>\u6709\u4ec0\u4e48\u65b9\u6cd5\u53ef\u4ee5\u7528\u82f9\u679c\u793c\u54c1\u5361\u6765\u5b8c\u6210 Pro \u7684\u8ba2\u9605\u5417\uff1f</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/leiuu", 
        "name": "leiuu", 
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      "url": "https://www.v2ex.com/t/1205418", 
      "title": "\u667a\u8c31\u767b\u5f55\u5d29\u6e83\u4e86\u5417", 
      "id": "https://www.v2ex.com/t/1205418", 
      "date_published": "2026-04-13T02:26:30+00:00", 
      "content_html": "<p>\u7f51\u5740\uff1a\n<a href=\"https://bigmodel.cn/glm-coding\" rel=\"nofollow\">https://bigmodel.cn/glm-coding</a></p>\n<p>\u767b\u5f55\u9a8c\u8bc1\u7801\u63a5\u6536\u4e0d\u5230\uff1a</p>\n<p>\u7cfb\u7edf\u672a\u77e5\u9519\u8bef,\u8bf7\u53cd\u9988\u7ed9\u5728\u7ebf\u5ba2\u670d!\n\u83b7\u53d6\u9a8c\u8bc1\u7801\u5931\u8d25,\u8bf7\u91cd\u8bd5</p>\n"
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        "url": "https://www.v2ex.com/member/blackholll", 
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      "url": "https://www.v2ex.com/t/1205400", 
      "title": "\u6211\u7684\u5f00\u6e90\u5de5\u5355\u7cfb\u7edf Loonflow (2.1k Star) \u63a8\u51fa\u4e86 SaaS \u7248\uff0c\u6b22\u8fce\u514d\u8d39\u8bd5\u7528", 
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      "title": "\u56fd\u5185\u6709\u6ca1\u6709\u9762\u5411\u56e2\u961f\u7684 token/coding plan\uff1f", 
      "id": "https://www.v2ex.com/t/1205256", 
      "date_published": "2026-04-12T05:20:01+00:00", 
      "content_html": "<p>10~20 \u4eba\uff0c\u9700\u8981\u7ed9\u6bcf\u4e2a\u4eba\u5206\u914d\u5b50\u8d26\u53f7\u3002</p>\n"
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    {
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      "date_published": "2026-04-12T03:45:53+00:00", 
      "title": "\u56fd\u5185\u73b0\u5728\u8fd8\u6709\u54ea\u5bb6\u91cf\u5927\u7ba1\u9971\u7684\u5927\u6a21\u578b plan \u80fd\u4e70\u5230", 
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    {
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      "url": "https://www.v2ex.com/t/1205213", 
      "title": "\u7ec8\u7aef\u8f6f\u4ef6 \u5927\u5bb6\u6709\u4ec0\u4e48\u6838\u5fc3\u9700\u6c42\u5417\uff1f", 
      "id": "https://www.v2ex.com/t/1205213", 
      "date_published": "2026-04-11T23:01:39+00:00", 
      "content_html": "\u6700\u8fd1\u51c6\u5907\u53d1\u5e03\u4e00\u6b3e\u652f\u6301 Google Extension \u7684 Terminal \uff0c\u6709\u4ec0\u4e48\u6838\u5fc3\u7684\u9700\u6c42\uff0c\u6211\u51c6\u5907\u5f00\u53d1\u4e00\u6ce2\u518d\u53d1\u5e03     <br />\u73b0\u5728\u6709\u7684\u529f\u80fd\uff0c\u5c31\u662f\u5982\u4e0b\u56fe\uff0c\u7ed3\u5408\u4e86 Chromium \u7684\u591a Tab \u9875\u7ba1\u7406\u7684\u7ec8\u7aef, \u540c\u65f6\u4e5f\u65b9\u4fbf\u5199\u6269\u5c55      <br /><br />\u76ee\u524d\u652f\u6301 Linux, \u540e\u7eed\u4f1a\u652f\u6301 macOS<br /><a target=\"_blank\" href=\"https://i.imgur.com/00EQhpp.png\" rel=\"nofollow noopener\" target=\"_blank\"><img src=\"https://i.imgur.com/00EQhpp.png\" class=\"embedded_image\" rel=\"noreferrer\"></a>"
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        "name": "ebushicao", 
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      }, 
      "url": "https://www.v2ex.com/t/1205198", 
      "title": "Antigravity \u8f93\u5165\u6307\u4ee4\u5b9e\u73b0 Stitch \u67d0\u4e2a Screen \u7ed3\u679c\u4e0d\u65ad\u7528\u6d4f\u89c8\u5668\u6253\u5f00\u4e00\u4e9b\u83ab\u540d\u5176\u5999\u7684\u7f51\u7ad9", 
      "id": "https://www.v2ex.com/t/1205198", 
      "date_published": "2026-04-11T15:43:48+00:00", 
      "content_html": "<p>\u5fd8\u8bb0\u622a\u56fe\u4e86\uff0c\u53c8\u662f\u6253\u5f00\u4e00\u4e9b\u9875\u6e38\u7684\u7f51\u7ad9\uff0c\u53c8\u662f\u8ba2\u673a\u7968\u7684\uff0c\u7ed9\u6211\u6574\u8499\u4e86\uff0c\u7528\u7684 Gemini 3 Flash \u3002\u5207\u5230 Gemini 3.1 Pro \u518d\u6267\u884c\u5012\u662f\u6ca1\u6709\u91cd\u73b0\u8fd9\u4e2a\u95ee\u9898\uff0c\u4f46\u6211\u7528\u7684 plan \u6a21\u5f0f\u76f4\u63a5\u5c31\u7ed9\u6211\u628a\u4ee3\u7801\u6539\u4e86...</p>\n"
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    {
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      "url": "https://www.v2ex.com/t/1205195", 
      "title": "\u5b9e\u6d4b\u51fa\u5708\uff01 AI \u65f6\u4ee3\u5199\u6587\u6863\uff0c AntV Infographic \u4fe1\u606f\u56fe+IDE+VitePress \u63d2\u4ef6\uff0c\u53ef\u89c6\u5316\u76f4\u63a5\u62c9\u6ee1\uff01", 
      "id": "https://www.v2ex.com/t/1205195", 
      "date_published": "2026-04-11T15:18:34+00:00", 
      "content_html": "<h2>\u5148\u5520\u4e24\u53e5\u5b9e\u5728\u7684</h2>\n<p>\u73b0\u5728\u5199\u4e1c\u897f\u3001\u5bf9\u9f50\u65b9\u6848\u3001\u8ba9 AI \u5e2e\u5fd9\u6539\u7a3f\uff0c<strong>\u7eaf\u6587\u672c\u5f62\u6001</strong>\u8d8a\u6765\u8d8a\u5403\u9999\u3002\u6211\u81ea\u5df1\u611f\u89e6\u7279\u522b\u6df1\u7684\u4e00\u70b9\u662f\uff1a\u540c\u6837\u4e00\u9875\u300c\u8bb2\u6e05\u695a\u4e00\u4ef6\u4e8b\u300d\uff0c\u5982\u679c\u4f60\u7529\u7ed9\u6a21\u578b\u7684\u662f <strong>Markdown</strong>\uff0c\u5f80\u5f80\u6bd4\u7529\u4e00\u4efd <strong>PPT</strong> \u6216\u4e00\u5927\u5768\u4e8c\u8fdb\u5236/\u5bcc\u6587\u672c\u8981<strong>\u7701 Token \u3001\u4e5f\u597d diff</strong>\u3002</p>\n<p>\u4e3a\u5565\uff1f Markdown \u672c\u8d28\u4e0a\u5c31\u662f<strong>\u7ed3\u6784\u5316 plain text</strong>\uff1a\u5b57\u53f7\u7248\u5f0f\u5c11\u3001\u5e9f\u8bdd\u5c11\uff0c\u4e0a\u4e0b\u6587\u7a97\u53e3\u91cc<strong>\u4fe1\u606f\u5bc6\u5ea6\u9ad8</strong>\uff1b\u6539\u4e00\u884c\u5c31\u662f\u6539\u4e00\u884c\uff0c\u4eba\u548c AI \u90fd\u80fd<strong>\u7cbe\u51c6 patch</strong>\uff0c\u4e0d\u7528\u5728\u5e7b\u706f\u7247\u91cc\u627e\u300c\u7b2c\u51e0\u9875\u7b2c\u51e0\u4e2a\u6587\u672c\u6846\u300d\u3002\u6240\u4ee5\u4e0d\u662f\u8bf4 PPT \u6ca1\u7528\u2014\u2014\u6c47\u62a5\u3001\u8def\u6f14\u5b83\u4f9d\u7136\u5f3a\u2014\u2014\u800c\u662f<strong>\u65e5\u5e38\u6280\u672f\u6c89\u6dc0\u3001\u7acb\u9879\u8bf4\u660e\u3001\u65b9\u6848\u8bc4\u5ba1\u6750\u6599</strong>\uff0c\u7528 Markdown \u5b58\u4ed3\u5e93\u91cc\uff0c<strong>\u66f4\u8d34\u7a0b\u5e8f\u5458\u5de5\u4f5c\u6d41\uff0c\u4e5f\u66f4\u8d34 AI \u534f\u4f5c\u6d41</strong>\u3002</p>\n<hr/>\n<h2>AntV Infographic \u5728\u89e3\u51b3\u5565</h2>\n<p>\u8fd9\u65f6\u5019 <a href=\"https://github.com/antvis/infographic\" rel=\"nofollow\">AntV Infographic</a>\uff08<a href=\"https://infographic.antv.vision/\" rel=\"nofollow\">\u5b98\u7f51</a>\uff09\u5c31\u633a\u5bf9\u80c3\u53e3\uff1a\u5b83\u628a\u300c\u4fe1\u606f\u56fe\u300d\u505a\u6210<strong>\u58f0\u660e\u5f0f</strong>\u7684\u2014\u2014\u4f60\u7528\u4e00\u5957\u6e05\u6670\u7684\u914d\u7f6e\uff08\u52a0\u4e0a\u6d77\u91cf\u5b98\u65b9\u6a21\u677f\uff09\uff0c\u5c31\u80fd\u628a<strong>\u5c42\u7ea7\u3001\u65f6\u95f4\u8f74\u3001\u5bf9\u6bd4\u3001\u5217\u8868\u53d9\u4e8b</strong>\u8fd9\u7c7b\u4e1c\u897f\u6e32\u67d3\u6210<strong>\u6f02\u4eae\u7684 SVG</strong>\u3002\u5b83\u4e0d\u662f\u66ff\u4ee3 Mermaid \uff0c\u66f4\u50cf\u662f\uff1a<strong>Mermaid \u5543\u6280\u672f\u56fe\uff0cInfographic \u5543\u504f\u53d9\u8ff0\u3001\u504f\u5c55\u793a\u7684\u4fe1\u606f\u56fe</strong>\uff0c\u6587\u6863\u91cc\u53ef\u4ee5\u5e76\u6392\u7528\u3002</p>\n<p>\u800c\u4e14\u5b83\u548c AI \u5f88\u642d\uff1a\u5b98\u7f51\u4e5f\u6709 <a href=\"https://infographic.antv.vision/ai\" rel=\"nofollow\">AI Infographic</a> \u8fd9\u7c7b\u73a9\u6cd5\uff0c\u5927\u610f\u5c31\u662f<strong>\u5927\u6a21\u578b\u5e2e\u4f60\u4ece\u4e00\u6bb5\u8bdd\u91cc\u62bd\u7ed3\u6784\u3001\u5410\u914d\u7f6e</strong>\uff0c\u4f60\u518d\u5fae\u8c03\u3002\u4f60\u5b8c\u5168\u53ef\u4ee5\u81ea\u5df1\u5728 IDE \u91cc\u7528 AI \u751f\u6210/\u6539 DSL \uff0c<strong>\u53ea\u8981\u6700\u540e\u843d\u5728\u6587\u672c\u91cc\uff0c\u5c31\u8fd8\u662f Markdown \u90a3\u5957\u300c\u7701 Token \u3001\u53ef\u7248\u672c\u7ba1\u7406\u300d\u7684\u597d\u5904</strong>\u3002</p>\n<p>\u5728\u6587\u6863\u4e2d\u5199\u4e00\u4e2a infographic \u5757\uff0c\u5373\u53ef\u9884\u89c8\u597d\u770b\u7684\u4fe1\u606f\u56fe\n<img alt=\"Infographic-demo-2.svg\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://p0-xtjj-private.juejin.cn/tos-cn-i-73owjymdk6/a02d41a22f7b461d9e71449f8602bb1e%7Etplv-73owjymdk6-jj-mark-v1:0:0:0:0:5o6Y6YeR5oqA5pyv56S-5Yy6IEAg55qu54mZ5a2Q:q75.awebp?policy=eyJ2bSI6MywidWlkIjoiMzgzMTAwNTM4MDgyNTc0In0%3D&amp;rk3s=f64ab15b&amp;x-orig-authkey=f32326d3454f2ac7e96d3d06cdbb035152127018&amp;x-orig-expires=1776525424&amp;x-orig-sign=XSvazHCkPZVJTZPCq%2BHqgby%2B30c%3D\"/></p>\n<pre><code class=\"language-markdown\">\n```infographic\ninfographic sequence-mountain-underline-text\ndata\n  title \u4f01\u4e1a\u4f18\u52bf\u5217\u8868\n  desc \u5c55\u793a\u4f01\u4e1a\u5728\u4e0d\u540c\u7ef4\u5ea6\u4e0a\u7684\u6838\u5fc3\u4f18\u52bf\u4e0e\u8868\u73b0\u503c\n  sequences\n    - label \u54c1\u724c\u5f71\u54cd\u529b\n      value 85\n      desc \u5728\u76ee\u6807\u7528\u6237\u7fa4\u4e2d\u5177\u5907\u8f83\u5f3a\u8ba4\u77e5\u4e0e\u4fe1\u4efb\u5ea6\n      time 2021\n      icon mingcute/diamond-2-fill\n      illus creative-experiment\n    - label \u6280\u672f\u7814\u53d1\u529b\n      value 90\n      desc \u62e5\u6709\u81ea\u7814\u6838\u5fc3\u7cfb\u7edf\u4e0e\u6301\u7eed\u521b\u65b0\u80fd\u529b\n      time 2022\n      icon mingcute/code-fill\n      illus code-thinking\n    - label \u5e02\u573a\u589e\u957f\u5feb\n      value 78\n      desc \u8fd1\u4e00\u5e74\u7528\u6237\u89c4\u6a21\u5b9e\u73b0\u5feb\u901f\u589e\u957f\n      time 2023\n      icon mingcute/wallet-4-line\n      illus business-analytics\n    - label \u670d\u52a1\u6ee1\u610f\u5ea6\n      value 88\n      desc \u7528\u6237\u5bf9\u670d\u52a1\u4f53\u7cfb\u6574\u4f53\u8bc4\u5206\u8f83\u9ad8\n      time 2020\n      icon mingcute/happy-line\n      illus feeling-happy\n    - label \u6570\u636e\u8d44\u4ea7\u5168\n      value 92\n      desc \u6784\u5efa\u4e86\u5b8c\u6574\u7528\u6237\u6807\u7b7e\u4e0e\u753b\u50cf\u4f53\u7cfb\n      time 2022\n      icon mingcute/user-4-line\n      illus mobile-photos\n    - label \u521b\u65b0\u80fd\u529b\u5f3a\n      value 83\n      desc \u65b0\u4ea7\u54c1\u4e0a\u7ebf\u9891\u7387\u9ad8\u4e8e\u884c\u4e1a\u5e73\u5747\n      time 2023\n      icon mingcute/rocket-line\n      illus creativity\ntheme hand-drawn\n  palette antv\n\n```\n\n</code></pre>\n<hr/>\n<h2>\u7a0b\u5e8f\u5458\u5199\u6587\u6863\uff0c\u5230\u5e95\u5361\u5728\u54ea</h2>\n<p>\u54b1\u4eec\u5e73\u65f6\u6298\u817e\u7684\u51e0\u7c7b\u4e1c\u897f\uff0c\u542c\u8d77\u6765\u90fd\u662f\u300c\u6587\u6863\u300d\uff0c\u75db\u70b9\u5176\u5b9e\u4e0d\u4e00\u6837\uff1a</p>\n<ul>\n<li><strong>\u6280\u672f\u65b9\u6848\u3001\u67b6\u6784\u8bf4\u660e</strong>\uff1a\u8981\u6d41\u7a0b\u56fe\u3001\u8981\u6a21\u5757\u5173\u7cfb\uff0cMermaid \u8fd9\u7c7b\u5f88\u987a\u624b\uff1b</li>\n<li><strong>\u7acb\u9879\u80cc\u666f\u3001\u8def\u7ebf\u56fe\u3001\u5bf9\u6bd4\u8868\u3001\u65f6\u95f4\u7ebf</strong>\uff1a\u66f4\u504f\u300c\u8bb2\u6545\u4e8b\u3001\u6446\u7ed3\u6784\u300d\uff0c\u6709\u65f6\u5019 Mermaid \u753b\u8d77\u6765\u522b\u626d\uff0c\u4f60\u53c8\u4f1a\u60f3\uff1a\u8981\u4e0d\u8981\u53bb Figma \u3001PPT \u3001\u67d0\u4e2a\u5728\u7ebf\u767d\u677f\u91cc\u64b8\u4e00\u7248\u300c\u597d\u770b\u70b9\u7684\u56fe\u300d\uff0c\u518d<strong>\u622a\u56fe\u8d34\u56de Markdown</strong>\uff1f</li>\n</ul>\n<p>\u8fd9\u4e00\u8d34\uff0c\u9ebb\u70e6\u5c31\u6765\u4e86\uff1a<strong>\u56fe\u548c\u5b57\u4e24\u5957\u6e90</strong>\uff0c\u6539\u4e2a\u5b57\u8981\u91cd\u65b0\u5bfc\u51fa\uff1b<strong>IDE \u91cc\u770b\u4e0d\u5230\u6700\u7ec8\u957f\u5565\u6837</strong>\uff0c\u53ea\u80fd\u5207\u51fa\u53bb\u9884\u89c8\uff1b\u66f4\u96be\u53d7\u7684\u662f\u2014\u2014\u4f60\u660e\u660e\u5f00\u7740 Cursor / Copilot \uff0c<strong>\u60f3\u8ba9 AI \u5e2e\u4f60\u6539\u6587\u6848\u3001\u6539\u7ed3\u6784</strong>\uff0c\u7ed3\u679c\u53ef\u89c6\u5316\u90a3\u5757\u5728\u53e6\u4e00\u4e2a\u5de5\u5177\u91cc\uff0c<strong>AI \u5e2e\u4e0d\u4e0a\u5fd9\uff0c\u4f60\u4e5f\u5f88\u96be\u5f53\u573a\u8089\u773c check</strong>\u3002</p>\n<p>\u8bf4\u767d\u4e86\uff1a<strong>\u5185\u5bb9\u5728\u4ed3\u5e93\u91cc\u662f\u6587\u672c\uff0c\u53ef\u89c6\u5316\u5374\u6f02\u5728\u5916\u9762</strong>\uff0cAI \u65f6\u4ee3\u6700\u9999\u7684\u300c\u4eba\u673a\u4e00\u8d77\u8fed\u4ee3\u300d\u5728\u8fd9\u91cc\u65ad\u4e86\u3002</p>\n<hr/>\n<h2>\u90a3 IDE \u91cc\u4e0d\u80fd\u9884\u89c8\uff0c\u4e0d\u662f\u767d\u642d\u5417</h2>\n<p>\u5bf9\uff0c<strong>\u5982\u679c\u53ea\u80fd\u5728\u6d4f\u89c8\u5668\u6216\u5916\u90e8\u5de5\u5177\u91cc\u770b</strong>\uff0c\u4e0a\u9762\u8bf4\u7684\u95ed\u73af\u8fd8\u662f\u7638\u7684\uff1a\u4f60\u5728 VS Code / JetBrains \u91cc\u5199 <code>```infographic</code>\uff0c\u9884\u89c8\u662f\u4e00\u7247\u7a7a\u767d\u6216\u8005\u4e00\u5768\u4ee3\u7801\uff0c\u4f60\u5c31\u8fd8\u662f\u5f97<strong>\u5916\u7f6e\u8bbe\u8ba1 \u2192 \u8d34\u56fe</strong>\uff0cAI \u4e5f\u53ea\u80fd\u5bf9\u7740\u622a\u56fe\u5e72\u77aa\u773c\u3002</p>\n<p>\u6240\u4ee5\u6211\u81ea\u5df1\u8fd9\u8fb9\u53c2\u4e0e\u7ef4\u62a4\u7684 <a href=\"https://github.com/liushoukun/antv-infographic-markdown-preview-plugins\" rel=\"nofollow\">antv-infographic-markdown-preview-plugins</a> \u60f3\u89e3\u51b3\u7684\u5c31\u4e00\u4ef6\u4e8b\uff1a<strong>\u5728\u4f60\u672c\u6765\u5c31\u5728\u5199\u4ee3\u7801\u7684\u90a3\u4e2a\u7f16\u8f91\u5668\u91cc\uff0cMarkdown \u9884\u89c8\u76f4\u63a5\u6e32\u67d3 Infographic</strong>\u3002\u8fd9\u6837\u4f60\u53ef\u4ee5\u4e00\u8fb9\u8ba9 AI \u6539 DSL/\u6539\u6587\u6848\uff0c\u4e00\u8fb9<strong>\u9a6c\u4e0a\u770b\u89c1\u5bf9\u4e0d\u5bf9</strong>\uff0c\u4eba\u548c\u6a21\u578b\u90fd\u5728\u540c\u4e00\u4efd\u6587\u672c\u4e0a\u8fed\u4ee3\uff0c\u4e0d\u7528\u6765\u56de\u5207 App \u3002</p>\n<p>\u88c5\u8d77\u6765\u4e5f\u7b80\u5355\uff1a</p>\n<ul>\n<li><strong>VS Code / Cursor</strong>\uff1a<a href=\"https://marketplace.visualstudio.com/items?itemName=liushoukun.vscode-antv-infographic\" rel=\"nofollow\">Marketplace</a> \u6216 <a href=\"https://open-vsx.org/extension/liushoukun/vscode-antv-infographic\" rel=\"nofollow\">Open VSX</a>\uff1b</li>\n<li><strong>JetBrains</strong>\uff1a<a href=\"https://plugins.jetbrains.com/plugin/31195-antv-infographic-markdown-preview\" rel=\"nofollow\">\u63d2\u4ef6\u5e02\u573a</a> \u641c <strong>AntV Infographic Markdown Preview</strong>\u3002</li>\n</ul>\n<p>\u652f\u6301 <strong><code>```infographic</code> \u4ee3\u7801\u5757</strong>\u9884\u89c8\uff0c\u4e5f\u652f\u6301 <strong><code>.infographic</code> \u72ec\u7acb\u6587\u4ef6</strong>\uff0c\u4fa7\u680f\u8fd8\u80fd\u5f00\u4e2a Webview \u505a\u7f16\u8f91\u3001\u9884\u89c8\u3001\u5bfc\u51fa\u56fe\u2014\u2014<strong>\u672c\u5730\u8dd1\uff0c\u4e0d\u4f9d\u8d56\u5916\u9762\u968f\u4fbf\u54ea\u4e2a\u6e32\u67d3\u670d\u52a1</strong>\uff0c\u79bb\u7ebf\u5199\u6587\u6863\u4e5f\u8e0f\u5b9e\u3002</p>\n<p>\u6700\u5c0f\u4f8b\u5b50\u957f\u8fd9\u6837\uff0c\u4fdd\u5b58\u540e\u6253\u5f00 Markdown \u9884\u89c8\u5c31\u80fd\u770b\u89c1\u56fe\uff1a</p>\n<pre><code class=\"language-markdown\">```infographic\ninfographic list-row-simple-horizontal-arrow\ndata\n  lists\n    - label Step 1\n      desc Start\n    - label Step 2\n      desc In Progress\n```\n</code></pre>\n<p>\u63d2\u4ef6\u4ece\u9700\u6c42\u5230\u591a IDE \u9002\u914d\uff0c\u6211\u81ea\u5df1\u4e5f\u662f<strong>\u5927\u91cf\u7528 AI \u8f85\u52a9\u5199</strong>\u7684\u2014\u2014\u8fd9\u548c\u300c\u6587\u6863\u7528 Markdown \u5582 AI \u300d\u5176\u5b9e\u662f\u540c\u4e00\u6761\u903b\u8f91\uff1a<strong>\u5c3d\u91cf\u628a\u4e00\u5207\u53d8\u6210\u53ef diff \u7684\u6587\u672c\uff0c\u8ba9\u5de5\u5177\u548c\u6a21\u578b\u90fd\u80fd\u63d2\u624b</strong>\u3002</p>\n<hr/>\n<h2>\u5199\u5230\u8fd9\u8fd8\u4e0d\u591f\uff1a\u5bf9\u5916\u53d1\u6587\u6863\uff0c\u522b\u4eba\u6253\u5f00\u8fd8\u662f\u770b\u4e0d\u89c1</h2>\n<p>\u53e6\u4e00\u4e2a\u5e38\u89c1\u5751\u662f\uff1a\u4f60\u628a\u5e26 <code>```infographic</code> \u7684 Markdown <strong>\u63a8\u5230 Git \u4e0a\u3001\u6216\u7528 VitePress / \u9759\u6001\u7ad9\u53d1\u51fa\u53bb</strong>\uff0c\u9ed8\u8ba4\u4e3b\u9898<strong>\u6839\u672c\u4e0d\u8ba4\u8bc6\u8fd9\u4e2a\u4ee3\u7801\u5757</strong>\uff0c\u8bfb\u8005\u770b\u5230\u7684\u8fd8\u662f\u6e90\u7801\uff0c<strong>\u4f53\u9a8c\u548c\u5728 IDE \u91cc\u5b8c\u5168\u4e24\u56de\u4e8b</strong>\u3002</p>\n<p>\u6240\u4ee5\u8981\u8865\u4e00\u5c42 <strong>\u7ad9\u70b9\u4fa7</strong> \u7684\u6e32\u67d3\u3002<a href=\"https://github.com/flingyp/vitepress-plugin-legend\" rel=\"nofollow\">vitepress-plugin-legend</a> \u5c31\u662f\u628a <strong>Markmap \u3001Mermaid \u3001AntV Infographic</strong> \u4e00\u8d77\u63a5\u8fdb VitePress \u7684\u90a3\u7c7b\u65b9\u6848\uff1b Infographic \u548c Mermaid \u4e00\u6837\uff0c\u5e26<strong>\u7f29\u653e\u3001\u5e73\u79fb</strong>\uff0c\u5927\u5c4f\u6587\u6863\u8bfb\u8d77\u6765\u4e0d\u8d39\u52b2\u3002<strong>\u600e\u4e48\u88c5\u3001\u600e\u4e48\u914d <code>config</code> / <code>theme</code>\uff0c\u76f4\u63a5\u770b\u63d2\u4ef6\u4ed3\u5e93\u91cc\u7684 README \u5c31\u884c</strong>\uff0c\u8fd9\u91cc\u5c31\u4e0d\u91cd\u590d\u8d34\u4e00\u904d\u6559\u7a0b\u4e86\u3002\u914d\u597d\u4e4b\u540e\uff0c\u6b63\u6587\u91cc\u7167\u6837\u5199 <code>```infographic</code> \u6216\u6309\u6587\u6863\u7528\u7ec4\u4ef6\u5f15\u7528\u6587\u4ef6\uff0c<strong>\u5bf9\u5916\u53d1\u7684\u6587\u6863\u7ad9</strong>\u624d\u80fd\u548c <strong>IDE \u91cc\u5199\u7a3f</strong>\u770b\u5230\u7684\u4e1c\u897f\u5bf9\u9f50\u3002</p>\n<hr/>\n<h2>\u4e32\u4e00\u4e0b\u6574\u6761\u94fe\u8def\uff08\u770b\u56fe\u66f4\u76f4\u89c2\uff09</h2>\n<pre><code class=\"language-mermaid\">flowchart TB\n  subgraph write [\u5199\u7a3f\u9636\u6bb5]\n    MD[Markdown \u7eaf\u6587\u672c]\n    AI[IDE \u91cc AI \u6539 DSL / \u6587\u6848]\n    IDE[\u63d2\u4ef6\u5b9e\u65f6\u9884\u89c8]\n    MD --&gt; AI --&gt; IDE\n  end\n  subgraph publish [\u53d1\u5e03\u9636\u6bb5]\n    VP[VitePress \u6784\u5efa]\n    LEGEND[vitepress-plugin-legend \u6e32\u67d3]\n    VP --&gt; LEGEND\n  end\n  IDE --&gt; VP\n</code></pre>\n<hr/>\n<h2>\u6536\u4e2a\u5c3e</h2>\n<ul>\n<li><strong>AI \u65f6\u4ee3</strong>\u91cc\uff0cMarkdown \u8fd9\u79cd<strong>\u8f7b\u91cf\u3001\u53ef diff \u3001\u597d\u5582\u7ed9\u6a21\u578b</strong>\u7684\u683c\u5f0f\uff0c\u6bd4\u628a\u5185\u5bb9\u9501\u5728 PPT \u91cc<strong>\u66f4\u7701 Token \u3001\u66f4\u5229\u4e8e\u534f\u4f5c</strong>\uff0c\u8fd9\u662f\u5b9e\u6253\u5b9e\u7684\u5de5\u7a0b\u4f53\u9a8c\uff0c\u4e0d\u662f\u7384\u5b66\u3002</li>\n<li><strong>\u6280\u672f\u65b9\u6848\u3001\u7acb\u9879\u6587\u6863</strong>\u65e2\u8981\u56fe\u53c8\u8981\u53d9\u4e8b\u65f6\uff0c<a href=\"https://github.com/antvis/infographic\" rel=\"nofollow\">Infographic</a> \u8865\u4e0a\u4e86 Mermaid \u4e0d\u597d\u625b\u7684\u90a3\u4e00\u5757\u3002</li>\n<li><strong>IDE \u5185\u9884\u89c8\u63d2\u4ef6</strong>\u89e3\u51b3\u300c\u4e0d\u80fd\u7acb\u523b\u770b\u3001AI \u4e0d\u597d\u5e2e\u3001\u4eba\u8981\u5207\u8f6f\u4ef6 check \u300d\u7684\u65ad\u70b9\uff1b<strong>VitePress \u63d2\u4ef6</strong>\u89e3\u51b3\u300c\u5bf9\u5916\u6587\u6863\u5de5\u5177\u4e0d\u652f\u6301\u6e32\u67d3\u300d\u7684\u65ad\u70b9\u3002\u4e24\u6761\u62fc\u8d77\u6765\uff0c<strong>\u4ece\u5199\u5230\u53d1</strong>\u624d\u7b97\u95ed\u73af\u3002</li>\n</ul>\n<p>\u76f8\u5173\u4ed3\u5e93\u968f\u624b\u8bb0\u4e00\u4e0b\uff0c\u65b9\u4fbf\u4f60\u590d\u5236\uff1a</p>\n<ul>\n<li>Infographic \u672c\u4f53\uff1a<a href=\"https://github.com/antvis/infographic\" rel=\"nofollow\">https://github.com/antvis/infographic</a></li>\n<li>Markdown \u9884\u89c8\uff08 VS Code / JetBrains \uff09\uff1a<a href=\"https://github.com/liushoukun/antv-infographic-markdown-preview-plugins\" rel=\"nofollow\">https://github.com/liushoukun/antv-infographic-markdown-preview-plugins</a></li>\n<li>VitePress \u96c6\u6210\uff1a<a href=\"https://github.com/flingyp/vitepress-plugin-legend\" rel=\"nofollow\">https://github.com/flingyp/vitepress-plugin-legend</a></li>\n</ul>\n"
    }
  ]
}