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\n\u5145\u60a8\u81ea\u5df1\u7684\u5e10\u53f7\uff0c\u53ef\u4ee5\u7eed\u8d39
\nOpenAI \u5b98\u65b9\u76f4\u5145\uff0c\u957f\u671f\u7a33\u5b9a\u4f7f\u7528\uff0c\u5168\u7a0b\u8d28\u4fdd\u5305\u552e\u540e\u670d\u52a1\u3002
\nGPT Plus \u8ba2\u9605\u4ee3\u5145\u503c 120 \u5143/\u6708\uff0c\u81ea\u52a9\u5145\u503c,\u91cf\u5927\u66f4\u4f18
\nGPT pro5x \u548c pro20x 680 1200 \u3002
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\n\u53ef\u6c89\u6d78\u5f0f\u5168\u7a0b\u81ea\u52a9\u5145\u503c:https://tangguo.app/
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\n\u6700\u8fd1\u62bd\u7a7a\u7528 Fable5 \u548c Grok4.6 \u5bf9\u77e5\u8bc6\u5e93\u9879\u76ee\u505a\u4e86\u6bd4\u8f83\u5927\u7684\u91cd\u6784\uff0c\u52a0\u5165\u4e86\u5f88\u591a\u65b0\u529f\u80fd\uff0c\u540c\u65f6\u4e5f\u5bf9\u7f16\u8f91\u529f\u80fd\u7684\u53ef\u9760\u6027\u548c\u7a33\u5b9a\u6027\u505a\u4e86\u5927\u91cf\u4fee\u590d\u4e0e\u589e\u5f3a\u3002
\n\u7ed9\u8f6f\u4ef6\u53d6\u4e86\u4e2a\u65b0\u540d\u5b57\u2014\u2014\u58a8\u77e5/Mozi \u3002
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\u5f97\u76ca\u4e8e Fable5 \u7684\u4f18\u79c0\u80fd\u529b\uff0cLive \u6a21\u5f0f\u7684\u6027\u80fd\u548c\u7a33\u5b9a\u6027\u95ee\u9898\u5f97\u5230\u4e86\u89e3\u51b3\uff0c\u56e0\u6b64\u6211\u5728\u6b63\u5f0f\u7248\u672c\u4e2d\u53bb\u6389\u4e86\u5bf9\u7eaf\u7f16\u8f91\u6a21\u5f0f\u548c\u5206\u5c4f\u6a21\u5f0f\u7684\u652f\u6301\u3002Live \u6a21\u5f0f\u73b0\u5728\u53ef\u4ee5\u63d0\u4f9b\u6240\u89c1\u5373\u6240\u5f97\u7684\u7f16\u8f91\u4f53\u9a8c\u3002
\n![\"live](\"https://raw.githubusercontent.com/Yunz93/PicRepo/main/images/%E5%A2%A8%E7%9F%A5%E6%AD%A3%E5%BC%8F%E7%89%88-1787670952816.png\"/)
\u4e3a\u4e86\u65b9\u4fbf\u6587\u7ae0\u7684\u53d1\u5e03\u64cd\u4f5c\uff0c\u58a8\u77e5\u63d0\u4f9b\u4e86\u4e24\u79cd\u4fbf\u6377\u7684\u535a\u5ba2\u53d1\u5e03\u65b9\u5f0f\uff1a\u5fae\u4fe1\u516c\u4f17\u53f7 + Simple Blog \u3002\u5176\u4e2d\uff1a
\n![\"\u4e00\u952e\u53d1\u5e03|400\"](\"https://raw.githubusercontent.com/Yunz93/PicRepo/main/images/%E5%A2%A8%E7%9F%A5%E6%AD%A3%E5%BC%8F%E7%89%88-1787151343910.png\"/)
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\n![\"Share|400\"](\"https://raw.githubusercontent.com/Yunz93/PicRepo/main/images/%E5%A2%A8%E7%9F%A5%E6%AD%A3%E5%BC%8F%E7%89%88-1787581997392.png\"/)
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\n![\"xiaozhi|400\"](\"https://raw.githubusercontent.com/Yunz93/PicRepo/main/images/%E5%A2%A8%E7%9F%A5%E6%AD%A3%E5%BC%8F%E7%89%88-1787669944524.png\"/)
Excalidraw \u662f\u6211\u65e5\u5e38\u5de5\u4f5c\u91cc\u4f7f\u7528\u9891\u7387\u76f8\u5f53\u9ad8\u7684\u5f00\u6e90\u753b\u56fe\u5de5\u5177\uff0c\u56e0\u6b64\u5728\u6b63\u5f0f\u7248\u672c\u91cc\u4e5f\u505a\u4e86\u96c6\u6210\uff0c\u65b0\u5efa\u753b\u677f\u5373\u53ef\u4f7f\u7528\u3002
\n![\"excalidraw|500\"](\"https://raw.githubusercontent.com/Yunz93/PicRepo/main/images/%E5%A2%A8%E7%9F%A5%E6%AD%A3%E5%BC%8F%E7%89%88-1787152633377.png\"/)
\u8f93\u5165 / \u53ef\u89e6\u53d1\u4fbf\u6377\u8f93\u5165\uff0c\u652f\u6301\u63d2\u5165\u8868\u683c\u3001\u63d0\u793a\u6587\u672c\u3001\u4ee3\u7801\u5757\u3001Mermaid \u56fe\u8868\u548c\u5f85\u529e\u4e8b\u9879\uff0c\u5bf9 Markdown \u65b0\u624b\u6bd4\u8f83\u53cb\u597d\u3002\n![\"easy_editor|300\"](\"https://raw.githubusercontent.com/Yunz93/PicRepo/main/images/%E5%A2%A8%E7%9F%A5%E6%AD%A3%E5%BC%8F%E7%89%88-1787669306323.png\"/)
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\u4f53\u7cfb\u53ca\u76f8\u5173\u5de5\u5177\uff0c\u5982 GitHub Actions \u3001GitLab CI \u3001Jenkins \u3001Argo CD \u7b49\u3002\r\n\r\n7 \u3001\u719f\u6089\u65e5\u5fd7\u3001\u76d1\u63a7\u53ca\u544a\u8b66\u4f53\u7cfb\uff0c\u5982 Prometheus \u3001Grafana \u3001ELK \u3001Loki \u3001Sentry \u7b49\uff0c\u80fd\u591f\u72ec\u7acb\u5b8c\u6210\u7ebf\u4e0a\u6545\u969c\u5b9a\u4f4d\u548c\u5904\u7406\u3002\u719f\u6089\u7f51\u7edc\u3001\u5b89\u5168\u7ec4\u3001\u8d1f\u8f7d\u5747\u8861\u3001\u53cd\u5411\u4ee3\u7406\u3001DNS \u3001\u8bc1\u4e66\u53ca\u670d\u52a1\u95f4\u7f51\u7edc\u901a\u4fe1\u7b49\u57fa\u7840\u8bbe\u65bd\u914d\u7f6e\u3002\r\n\r\n8 \u3001\u5177\u5907\u826f\u597d\u7684\u8de8\u56e2\u961f\u6c9f\u901a\u548c\u6587\u6863\u64b0\u5199\u80fd\u529b\uff0c\u80fd\u591f\u4e0e\u7814\u53d1\u3001\u5b89\u5168\u7b49\u56e2\u961f\u534f\u540c\u63a8\u8fdb\u57fa\u7840\u8bbe\u65bd\u5efa\u8bbe\r\n\r\n\u4f18\u5148\u6761\u4ef6\r\n\r\n1 \u3001\u6709\u5927\u89c4\u6a21 Kubernetes \u96c6\u7fa4\u6216\u9ad8\u5e76\u53d1\u751f\u4ea7\u73af\u5883\u8fd0\u7ef4\u7ecf\u9a8c\u3002\r\n\r\n2 \u3001\u6709 TEE \u3001\u53ef\u4fe1\u6267\u884c\u73af\u5883\u3001\u8fdc\u7a0b\u8bc1\u660e\u6216\u5b89\u5168\u7b7e\u540d\u670d\u52a1\u90e8\u7f72\u7ecf\u9a8c\u3002\r\n\r\n3 \u3001\u719f\u6089 Terraform \u3001Ansible \u3001Helm \u7b49\u57fa\u7840\u8bbe\u65bd\u5373\u4ee3\u7801\u53ca\u81ea\u52a8\u5316\u914d\u7f6e\u5de5\u5177\u3002\r\n\r\n4 \u3001\u6709\u533a\u5757\u94fe\u3001\u94b1\u5305\u3001\u4ea4\u6613\u7cfb\u7edf\u3001\u91d1\u878d\u79d1\u6280\u6216\u9ad8\u5b89\u5168\u7b49\u7ea7\u4e1a\u52a1\u7684 DevOps \u7ecf\u9a8c\u3002\r\n\r\n5 \u3001\u719f\u6089\u5bc6\u94a5\u7ba1\u7406\u3001Secrets Management \u3001KMS \u3001HSM \u3001\u591a\u7b7e\u6216\u6743\u9650\u9694\u79bb\u673a\u5236\u3002\r\n\r\n6 \u3001\u6709\u5fae\u670d\u52a1\u6cbb\u7406\u3001\u670d\u52a1\u7f51\u683c\u3001\u7070\u5ea6\u53d1\u5e03\u3001\u81ea\u52a8\u56de\u6eda\u3001\u5bb9\u707e\u53ca\u591a\u53ef\u7528\u533a\u90e8\u7f72\u7ecf\u9a8c\u3002", "content_rendered": "SmartX \u9879\u76ee\u5df2\u83b7\u5f97 BN \u65d7\u4e0b VC \u673a\u6784 YZi Labs \u6295\u8d44\u3002
\n\u76f8\u5173\u516c\u5e03\u4fe1\u606f https://www.theblockbeats.info/flash/363465
\nSmartX \u662f\u65b0\u4e00\u4ee3 Web3 \u793e\u4ea4\u4ea4\u6613\u5e94\u7528\uff0c\u8986\u76d6 Meme \u5e01\u3001\u6c38\u7eed\u5408\u7ea6\u3001\u7f8e\u80a1\u3001\u9884\u6d4b\u5e02\u573a\u3002\u4f9d\u6258\u94fe\u4e0a\u771f\u5b9e\u6570\u636e\u6253\u9020\u53ef\u4fe1\u8ddf\u5355\u751f\u6001\uff0c\u667a\u80fd\u5339\u914d\u4ea4\u6613\u4fe1\u53f7\uff0c\u5b9e\u73b0\u4e00\u952e\u6781\u901f\u8ddf\u5355\u3002
\n\u63a8\u7279 X\uff1a https://x.com/SmartXTerminal
\n\u5de5\u4f5c\u5730\u70b9\uff1a\u6df1\u5733\u7ebf\u4e0b\u4f18\u5148\uff0c\u6216\u8fdc\u7a0b\u529e\u516c\u77ed\u671f\u51fa\u5dee\u6df1\u5733\u4e5f\u53ef\u3002
\n\u5b66\u5386\u8981\u6c42\uff1a\u7b2c\u4e00\u5b66\u5386\u672c\u79d1\u53ca\u4ee5\u4e0a
\n\u8054\u7cfb\u65b9\u5f0f\uff1aTG\uff1a@AmberKuo_O \u6216\u90ae\u7bb1 amberkuo.work@gmail.com
\n\u9762\u8bd5\u6d41\u7a0b\uff1a \u5c06\u60a8\u7684\u7b80\u5386\u6295\u9012\u5230\u6211\u7684\u90ae\u7bb1\uff0c\uff08\u5199\u660e\u6295\u9012\u804c\u4f4d\uff0c\u7b80\u5355\u8bf4\u660e\u60a8\u7684\u5de5\u4f5c\u5c65\u5386\uff09\u30022-3 \u4e2a\u5de5\u4f5c\u65e5\u4f1a\u56de\u590d\u60a8\uff0c\u901a\u8fc7\u7b80\u5386\u7b5b\u9009\uff0c\u6211\u4f1a\u8054\u7cfb\u8fdb\u884c 2-3 \u8f6e\u7ebf\u4e0a\u9762\u8bd5\u3002
\n\u80cc\u666f\u8981\u6c42\uff1a\u82f1\u6587\u53ef\u4ee5\u4f5c\u4e3a\u5de5\u4f5c\u8bed\u8a00\uff08\u6d41\u5229\u8bfb\u5199\u4ee5\u4e0a\u6c34\u5e73\uff09\uff0c\u672c\u79d1\u4ee5\u4e0a\u5b66\u5386\u3002\u5fc5\u987b\u6df1\u5165\u4e86\u89e3 AI \u5de5\u5177\u53ca\u4f7f\u7528\u3002
\n\uff08 1 \uff09\u540e\u7aef\u5f00\u53d1\u5de5\u7a0b\u5e08\uff08\u85aa\u8d44 5000-6500U \uff09\u6df1\u5733\u7ebf\u4e0b\u4f18\u5148\uff0c\u8fdc\u7a0b\u529e\u516c\u77ed\u671f\u51fa\u5dee\u6df1\u5733\u4e5f\u53ef
\n\u5de5\u4f5c\u804c\u8d23
\n\u8d1f\u8d23\u5e73\u53f0\u94fe\u4e0a\u4ea4\u6613\u6838\u5fc3\u6a21\u5757\u540e\u7aef\u7814\u53d1\uff0c\u5305\u542b Meme \u5e01\u3001\u591a\u94fe\u4ee3\u5e01\u3001\u5408\u7ea6\u3001\u9884\u6d4b\u5e02\u573a\u7b49\u4ea4\u6613\u94fe\u8def\u5f00\u53d1\u4e0e\u8fed\u4ee3\uff0c\u5bf9\u63a5 DEX \u3001\u94fe\u4e0a RPC \uff0c\u5b8c\u6210\u94fe\u4e0a\u7b7e\u540d\u3001\u53d1\u5355\u3001\u4ea4\u6613\u4e0a\u94fe\u3001\u4ea4\u6613\u56de\u6267\u89e3\u6790\u7b49\u529f\u80fd\u3002
\n\u642d\u5efa\u94fe\u4e0a\u884c\u60c5\u4e0e Meme \u751f\u6001\u6570\u636e\u91c7\u96c6\u3001\u6e05\u6d17\u3001\u805a\u5408\u3001\u5b58\u50a8\u3001\u5206\u53d1\u7cfb\u7edf\uff1b\u5f00\u53d1\u94fe\u4e0a Token \u76d1\u63a7\u3001\u65b0\u5e01\u626b\u63cf\u3001\u94fe\u4e0a\u5927\u6237\u94b1\u5305\u8ffd\u8e2a\u3001\u70ed\u5ea6\u6307\u6807\u7b49\u6570\u636e\u670d\u52a1\uff0c\u652f\u6491 AI \u667a\u80fd\u63a8\u8350\u80fd\u529b\u843d\u5730\u3002
\n\u8d1f\u8d23\u540e\u7aef\u5e73\u53f0\u670d\u52a1\u5f00\u53d1\uff0c\u4fdd\u969c\u751f\u4ea7\u73af\u5883\u9ad8\u53ef\u7528\u3001\u9ad8\u5e76\u53d1\u3001\u4f4e\u5ef6\u8fdf\uff1b\u8bbe\u8ba1\u4e1a\u52a1\u89e3\u8026\u65b9\u6848\uff0c\u59a5\u5584\u7ba1\u7406\u590d\u6742\u4ea4\u6613\u72b6\u6001\uff0c\u505a\u597d\u670d\u52a1\u76d1\u63a7\u3001\u6545\u969c\u6392\u67e5\u4e0e\u6027\u80fd\u4f18\u5316\u3002
\n\u4e3b\u5bfc\u7814\u53d1\u5de5\u7a0b\u6548\u80fd\u5efa\u8bbe\uff0c\u843d\u5730 CI/CD \u6301\u7eed\u96c6\u6210\u3001\u81ea\u52a8\u5316\u6d4b\u8bd5\u3001\u7070\u5ea6\u53d1\u5e03\u3001\u7ebf\u4e0a\u8fd0\u7ef4\u7b49\u6d41\u7a0b\uff0c\u63d0\u5347\u56e2\u961f\u4ea4\u4ed8\u6548\u7387\u3002
\n\u6df1\u5ea6\u53c2\u4e0e Meme \u8d5b\u9053\u4e1a\u52a1\u9700\u6c42\u8bc4\u5ba1\u3001\u6280\u672f\u65b9\u6848\u8bbe\u8ba1\uff0c\u7406\u89e3 Meme \u5e01\u4ea4\u6613\u573a\u666f\u3001\u70ed\u70b9\u5468\u671f\u3001\u7528\u6237\u884c\u4e3a\u7279\u5f81\uff0c\u548c\u4ea7\u54c1\u3001\u524d\u7aef\u3001AI \u56e2\u961f\u534f\u540c\u8fed\u4ee3\u4ea4\u6613\u7ec8\u7aef\u4ea7\u54c1\u3002
\n\u8ddf\u8fdb\u533a\u5757\u94fe\u751f\u6001\u3001Meme \u8d5b\u9053\u524d\u6cbf\u6280\u672f\u4e0e\u5e02\u573a\u52a8\u6001\uff0c\u8f93\u51fa\u6280\u672f\u8c03\u7814\u65b9\u6848\uff0c\u6301\u7eed\u4f18\u5316\u4ea7\u54c1\u67b6\u6784\u3002
\n\u4efb\u804c\u8981\u6c42
\n\uff08 2 \uff09 DevOps Engineer \uff08 3000-5000u \uff09\u6df1\u5733\u7ebf\u4e0b\u4f18\u5148\uff0c\u8fdc\u7a0b\u529e\u516c\u77ed\u671f\u51fa\u5dee\u6df1\u5733\u4e5f\u53ef
\n\u4e00\u3001\u5c97\u4f4d\u804c\u8d23\n1 \u3001\u8d1f\u8d23\u516c\u53f8\u4e91\u7aef\u57fa\u7840\u8bbe\u65bd\u3001\u5bb9\u5668\u5316\u5e73\u53f0\u53ca\u751f\u4ea7\u73af\u5883\u7684\u5efa\u8bbe\u3001\u90e8\u7f72\u3001\u7ef4\u62a4\u4e0e\u6301\u7eed\u4f18\u5316\uff0c\u4fdd\u969c\u5404\u4e1a\u52a1\u7cfb\u7edf\u7a33\u5b9a\u3001\u5b89\u5168\u3001\u9ad8\u6548\u8fd0\u884c\u3002
\n2 \u3001\u8d1f\u8d23 Kubernetes \u96c6\u7fa4\u7684\u89c4\u5212\u3001\u90e8\u7f72\u3001\u6269\u5bb9\u3001\u5347\u7ea7\u53ca\u65e5\u5e38\u8fd0\u7ef4\uff0c\u652f\u6301\u5927\u89c4\u6a21\u96c6\u7fa4\u3001\u591a\u8282\u70b9\u53ca\u591a\u73af\u5883\u90e8\u7f72\u3002
\n3 \u3001\u5efa\u8bbe\u5e76\u7ef4\u62a4 CI/CD \u6d41\u7a0b\uff0c\u63a8\u52a8\u4ee3\u7801\u6784\u5efa\u3001\u6d4b\u8bd5\u3001\u53d1\u5e03\u3001\u56de\u6eda\u7b49\u73af\u8282\u81ea\u52a8\u5316\uff0c\u63d0\u5347\u7814\u53d1\u4ea4\u4ed8\u6548\u7387\uff0c\u964d\u4f4e\u4eba\u5de5\u64cd\u4f5c\u53ca\u53d1\u5e03\u98ce\u9669\u3002
\n4 \u3001\u652f\u6301\u5fae\u670d\u52a1\u67b6\u6784\u4e0b\u7684\u670d\u52a1\u90e8\u7f72\u3001\u914d\u7f6e\u7ba1\u7406\u3001\u670d\u52a1\u53d1\u73b0\u3001\u6d41\u91cf\u6cbb\u7406\u3001\u5f39\u6027\u4f38\u7f29\u53ca\u6545\u969c\u5904\u7406\u3002
\n5 \u3001\u5efa\u8bbe\u5e76\u5b8c\u5584\u76d1\u63a7\u3001\u65e5\u5fd7\u3001\u544a\u8b66\u53ca\u6545\u969c\u54cd\u5e94\u4f53\u7cfb\uff0c\u53ca\u65f6\u5b9a\u4f4d\u548c\u5904\u7406\u7ebf\u4e0a\u5f02\u5e38\uff0c\u6301\u7eed\u63d0\u5347\u7cfb\u7edf\u53ef\u7528\u6027\u548c\u6545\u969c\u6062\u590d\u80fd\u529b\u3002
\n6 \u3001\u914d\u5408\u7814\u53d1\u56e2\u961f\u5b8c\u6210\u5e94\u7528\u5bb9\u5668\u5316\u3001\u90e8\u7f72\u67b6\u6784\u8bbe\u8ba1\u53ca\u751f\u4ea7\u73af\u5883\u95ee\u9898\u6392\u67e5\uff0c\u63a8\u52a8\u5f00\u53d1\u3001\u6d4b\u8bd5\u53ca\u8fd0\u7ef4\u6d41\u7a0b\u6807\u51c6\u5316\u3002
\n7 \u3001\u53c2\u4e0e TEE \u3001\u7b7e\u540d\u670d\u52a1\u53ca\u5176\u4ed6\u9ad8\u5b89\u5168\u7b49\u7ea7\u57fa\u7840\u8bbe\u65bd\u7684\u90e8\u7f72\u548c\u8fd0\u7ef4\uff0c\u534f\u52a9\u5b8c\u5584\u5bc6\u94a5\u7ba1\u7406\u3001\u6743\u9650\u63a7\u5236\u3001\u7f51\u7edc\u9694\u79bb\u7b49\u5b89\u5168\u673a\u5236\u3002
\n8 \u3001\u6301\u7eed\u4f18\u5316\u57fa\u7840\u8bbe\u65bd\u8d44\u6e90\u4f7f\u7528\u6548\u7387\u3001\u7cfb\u7edf\u6027\u80fd\u53ca\u4e91\u670d\u52a1\u6210\u672c\uff0c\u6c89\u6dc0\u8fd0\u7ef4\u5de5\u5177\u3001\u6280\u672f\u6587\u6863\u548c\u6807\u51c6\u64cd\u4f5c\u6d41\u7a0b\u3002
\n\u4e8c\u3001\u4efb\u804c\u8981\u6c42
\n\u57fa\u7840\u8981\u6c42
\n1 \u3001\u672c\u79d1\u4ee5\u4e0a\u8ba1\u7b97\u673a\u76f8\u5173\u4e13\u4e1a\uff0c\u6709 2 \u5e74\u4ee5\u4e0a dex, perps, \u94fe\u4e0a\u4ea4\u6613\u6240\u8fd0\u7ef4\u7ecf\u9a8c\u3002
\n2 \u3001\u5177\u5907\u624e\u5b9e\u7684 Linux \u57fa\u7840\uff0c\u719f\u6089\u5e38\u7528\u7cfb\u7edf\u547d\u4ee4\u3001Shell \u811a\u672c\u3001\u7f51\u7edc\u534f\u8bae\u53ca\u7ebf\u4e0a\u95ee\u9898\u6392\u67e5\u65b9\u6cd5\u3002
\n3 \u3001\u719f\u7ec3\u638c\u63e1 Go \u8bed\u8a00\uff0c\u6216\u5177\u5907 Python \u3001Shell \u7b49\u81ea\u52a8\u5316\u811a\u672c\u5f00\u53d1\u80fd\u529b\uff0c\u80fd\u591f\u901a\u8fc7\u4ee3\u7801\u548c\u5de5\u5177\u63d0\u5347\u8fd0\u7ef4\u81ea\u52a8\u5316\u6c34\u5e73\u3002
\n4 \u3001\u5177\u5907\u4e30\u5bcc\u7684 Kubernetes \u96c6\u7fa4\u5b9e\u8df5\u7ecf\u9a8c\uff0c\u719f\u6089\u96c6\u7fa4\u90e8\u7f72\u3001\u6269\u7f29\u5bb9\u3001\u5347\u7ea7\u3001\u6545\u969c\u6392\u67e5\u3001\u8d44\u6e90\u8c03\u5ea6\u53ca\u6743\u9650\u7ba1\u7406\u3002
\n5 \u3001\u719f\u6089 Docker \u53ca\u5bb9\u5668\u5316\u6280\u672f\uff0c\u5177\u5907\u5fae\u670d\u52a1\u3001\u591a\u8282\u70b9\u3001\u591a\u73af\u5883\u90e8\u7f72\u548c\u8fd0\u7ef4\u7ecf\u9a8c\u3002\u719f\u6089\u81f3\u5c11\u4e00\u79cd\u4e3b\u6d41\u4e91\u670d\u52a1\u5e73\u53f0\uff0c\u5982 AWS \u3001Google Cloud \u3001Azure \u3001\u963f\u91cc\u4e91\u6216\u817e\u8baf\u4e91\uff0c\u5e76\u5177\u5907\u4e91\u4e0a\u751f\u4ea7\u73af\u5883\u8fd0\u7ef4\u7ecf\u9a8c\u3002
\n6 \u3001\u719f\u6089 CI/CD \u4f53\u7cfb\u53ca\u76f8\u5173\u5de5\u5177\uff0c\u5982 GitHub Actions \u3001GitLab CI \u3001Jenkins \u3001Argo CD \u7b49\u3002
\n7 \u3001\u719f\u6089\u65e5\u5fd7\u3001\u76d1\u63a7\u53ca\u544a\u8b66\u4f53\u7cfb\uff0c\u5982 Prometheus \u3001Grafana \u3001ELK \u3001Loki \u3001Sentry \u7b49\uff0c\u80fd\u591f\u72ec\u7acb\u5b8c\u6210\u7ebf\u4e0a\u6545\u969c\u5b9a\u4f4d\u548c\u5904\u7406\u3002\u719f\u6089\u7f51\u7edc\u3001\u5b89\u5168\u7ec4\u3001\u8d1f\u8f7d\u5747\u8861\u3001\u53cd\u5411\u4ee3\u7406\u3001DNS \u3001\u8bc1\u4e66\u53ca\u670d\u52a1\u95f4\u7f51\u7edc\u901a\u4fe1\u7b49\u57fa\u7840\u8bbe\u65bd\u914d\u7f6e\u3002
\n8 \u3001\u5177\u5907\u826f\u597d\u7684\u8de8\u56e2\u961f\u6c9f\u901a\u548c\u6587\u6863\u64b0\u5199\u80fd\u529b\uff0c\u80fd\u591f\u4e0e\u7814\u53d1\u3001\u5b89\u5168\u7b49\u56e2\u961f\u534f\u540c\u63a8\u8fdb\u57fa\u7840\u8bbe\u65bd\u5efa\u8bbe
\n\u4f18\u5148\u6761\u4ef6
\n1 \u3001\u6709\u5927\u89c4\u6a21 Kubernetes \u96c6\u7fa4\u6216\u9ad8\u5e76\u53d1\u751f\u4ea7\u73af\u5883\u8fd0\u7ef4\u7ecf\u9a8c\u3002
\n2 \u3001\u6709 TEE \u3001\u53ef\u4fe1\u6267\u884c\u73af\u5883\u3001\u8fdc\u7a0b\u8bc1\u660e\u6216\u5b89\u5168\u7b7e\u540d\u670d\u52a1\u90e8\u7f72\u7ecf\u9a8c\u3002
\n3 \u3001\u719f\u6089 Terraform \u3001Ansible \u3001Helm \u7b49\u57fa\u7840\u8bbe\u65bd\u5373\u4ee3\u7801\u53ca\u81ea\u52a8\u5316\u914d\u7f6e\u5de5\u5177\u3002
\n4 \u3001\u6709\u533a\u5757\u94fe\u3001\u94b1\u5305\u3001\u4ea4\u6613\u7cfb\u7edf\u3001\u91d1\u878d\u79d1\u6280\u6216\u9ad8\u5b89\u5168\u7b49\u7ea7\u4e1a\u52a1\u7684 DevOps \u7ecf\u9a8c\u3002
\n5 \u3001\u719f\u6089\u5bc6\u94a5\u7ba1\u7406\u3001Secrets Management \u3001KMS \u3001HSM \u3001\u591a\u7b7e\u6216\u6743\u9650\u9694\u79bb\u673a\u5236\u3002
\n6 \u3001\u6709\u5fae\u670d\u52a1\u6cbb\u7406\u3001\u670d\u52a1\u7f51\u683c\u3001\u7070\u5ea6\u53d1\u5e03\u3001\u81ea\u52a8\u56de\u6eda\u3001\u5bb9\u707e\u53ca\u591a\u53ef\u7528\u533a\u90e8\u7f72\u7ecf\u9a8c\u3002
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\nAnderson, C. S., Hua, C., Wang, Z., Wang, C., Jiang, C., Liu, R., Han, R., Li, Q., Shan, S., Billot, L., Macintyre, C. R., Patel, A., Zhang, H., Ma, C., Dong, J., & Du, X. (2025). Influenza vaccination to improve outcomes for patients with acute heart failure (PANDA II): a multiregional, seasonal, hospital-based, cluster-randomised, controlled trial in China. Lancet (London, England), 406(10507), 1020\u20131031. https://doi.org/10.1016/S0140-6736(25)01485-0
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\u5b50\u4f1a\u8bdd\u5e72\u5b8c\u662f**\u4f11\u7720(dormant),\u4e0d\u662f\u5220\u9664**\u3002\u4e0b\u6b21\u518d\u8981\u5b83\u5e72\u6d3b,\u76f4\u63a5\u5bf9\u540c\u4e00\u4e2a\u5b69\u5b50\u53d1\u6d88\u606f,\u5bbf\u4e3b\u81ea\u52a8\u62c9\u8d77\u8fdb\u7a0b,\u5386\u53f2\u3001\u4e0a\u4e0b\u6587\u5168\u5728,\u63a5\u7740\u4e0a\u6b21\u7684\u8fdb\u5ea6\u5e72\u3002\u7236\u5b50\u8840\u7f18\u5199\u8fdb manifest,\u4f60 /new \u3001\u91cd\u542f Neovim \u3001resume \u90fd\u6253\u4e0d\u6563\u2014\u2014\u4e0d\u4f1a\"\u91cd\u542f\u4e00\u4e0b\u516d\u4eb2\u4e0d\u8ba4\"\u3002\r\n\r\n**3. \u968f\u65f6\u56f4\u89c2,\u4e5f\u80fd\u63d2\u5634\u3002** \u60f3\u770b\u770b\u67d0\u4e2a\u5b69\u5b50\u5e72\u5f97\u600e\u4e48\u6837,\u4e0d\u7528\u5207 tab:\u6309\u4e00\u4e0b\u5f00\u4e2a\u53ea\u8bfb\u6d6e\u7a97,\u5b83\u6b63\u5728\u60f3\u4ec0\u4e48\u3001\u5728\u8c03\u4ec0\u4e48\u5de5\u5177,\u5b9e\u65f6\u6d41\u5f0f\u653e\u7ed9\u4f60\u770b,\u5e95\u90e8\u8fd8\u6807\u7740 context \u7528\u91cf\u3001\u6a21\u578b\u3001\u601d\u8003\u6863\u4f4d\u3002\u89c9\u5f97\u8dd1\u504f\u4e86,\u76f4\u63a5\u5207\u8fdb\u53bb\u63a5\u7ba1\u5bf9\u8bdd\u7ea0\u6b63\u4e24\u53e5,\u518d\u56de\u7236\u4f1a\u8bdd,\u4e92\u4e0d\u6253\u65ad\u3002\r\n\r\n**4. \u5927\u591a\u6570\u65f6\u5019\u6839\u672c\u4e0d\u7528\u4f60\u7ba1\u3002** \u7236 agent \u88ab\u6ce8\u5165\u4e86\u8c03\u5ea6\u7eaa\u5f8b:\u5148\u67e5\u6709\u6ca1\u6709\u80fd\u590d\u7528\u7684\u65e7\u5b69\u5b50\u3001\u80fd\u590d\u7528\u5c31\u4e0d\u65b0\u5efa\u3001\u8981\u5e76\u884c\u5c31\u4e00\u6279\u6d3e\u51fa\u53bb\u3001\u6309 batch_id \u7edf\u4e00\u6536\u7ed3\u679c\u3002\u6240\u4ee5\u65e5\u5e38\u662f **agent \u81ea\u5df1\u5728\u5f53\u8c03\u5ea6\u5458**,\u4e0a\u9762\u90a3\u4e9b\u624b\u52a8\u64cd\u4f5c\u53ea\u662f\u515c\u5e95,\u4e0d\u662f\u4e3b\u6d41\u7a0b\u3002\r\n\r\n\u73af\u5883\u8981\u6c42:Neovim 0.10+\u3001pi \u2265 0.65.2 \u3002\u6548\u679c\u56fe:\r\n\r\n\r\n\r\n\u4ed3\u5e93:[github.com/zgs225/pi2.nvim]( https://github.com/zgs225/pi2.nvim),\u8be6\u7ec6\u8bbe\u8ba1\u5728 `doc/sessions.md`\u3002\u6b22\u8fce\u62cd\u7816\u4ea4\u6d41\u3002", "content_rendered": "![\"\u9884\u89c8\u56fe\u7247\"](\"https://cdn.jsdelivr.net/gh/zgs225/pi2.nvim@main/assets/subagents-demo.png\"/)
\n\u5148\u4ea4\u4ee3\u80cc\u666f,\u514d\u5f97\u8bef\u4f1a:pi2.nvim \u662f pi \u8fd9\u4e2a coding agent \u7684 Neovim \u524d\u7aef(\u5728 alex35mil/pi.nvim \u57fa\u7840\u4e0a\u6539\u7684),\u4e0d\u662f\u65b0\u9020 agent \u3002\u6700\u8fd1\u628a\u5b50\u4f1a\u8bdd\u529f\u80fd\u505a\u5b8c\u4e86,v1.5.0 \u521a\u53d1,\u6765\u804a\u804a\u4e3a\u4ec0\u4e48\u6211\u89c9\u5f97\u5b83\u8ddf\u73b0\u6709\u7684\u4e0d\u4e00\u6837\u3002
\u5148\u8bf4\u75db\u70b9\u3002\u60f3\u5728 Neovim \u91cc\"\u5e76\u884c\u7528\u591a\u4e2a agent\",\u73b0\u6709\u65b9\u6848\u57fa\u672c\u4e09\u9009\u4e00,\u90fd\u5f88\u522b\u626d:
\n\u6240\u4ee5\u6211\u7684\u601d\u8def\u5f88\u7b80\u5355:\u9700\u8981\u7684\u65f6\u5019\u73b0\u9020,\u7528\u5b8c\u4e0d\u6254,\u60f3\u770b\u80fd\u770b,\u60f3\u7ba1\u80fd\u7ba1\u3002\u56db\u4e2a\u7279\u70b9:
\n1. \u73b0\u7528\u73b0\u9020,\u96f6\u9884\u914d\u7f6e\u3002 \u8981\u7b2c\u4e8c\u4e2a\u3001\u7b2c\u4e09\u4e2a agent \u4e86?\u4e00\u53e5\u8bdd\u5f53\u573a\u521b\u5efa,\u6bcf\u4e2a\u5b69\u5b50\u72ec\u7acb\u8fdb\u7a0b\u3001\u72ec\u7acb session \u3001\u72ec\u7acb\u7684\u6a21\u578b\u548c\u601d\u8003\u6863\u4f4d\u3002\u6ca1\u6709\"\u5148\u6ce8\u518c\u4e00\u5806\u6a21\u677f\u624d\u80fd\u7528\"\u7684\u95e8\u69db\u3002
\n2. \u7528\u5b8c\u4e0d\u6254,\u53ef\u590d\u7528\u3002 \u5b50\u4f1a\u8bdd\u5e72\u5b8c\u662f\u4f11\u7720(dormant),\u4e0d\u662f\u5220\u9664\u3002\u4e0b\u6b21\u518d\u8981\u5b83\u5e72\u6d3b,\u76f4\u63a5\u5bf9\u540c\u4e00\u4e2a\u5b69\u5b50\u53d1\u6d88\u606f,\u5bbf\u4e3b\u81ea\u52a8\u62c9\u8d77\u8fdb\u7a0b,\u5386\u53f2\u3001\u4e0a\u4e0b\u6587\u5168\u5728,\u63a5\u7740\u4e0a\u6b21\u7684\u8fdb\u5ea6\u5e72\u3002\u7236\u5b50\u8840\u7f18\u5199\u8fdb manifest,\u4f60 /new \u3001\u91cd\u542f Neovim \u3001resume \u90fd\u6253\u4e0d\u6563\u2014\u2014\u4e0d\u4f1a\"\u91cd\u542f\u4e00\u4e0b\u516d\u4eb2\u4e0d\u8ba4\"\u3002
\n3. \u968f\u65f6\u56f4\u89c2,\u4e5f\u80fd\u63d2\u5634\u3002 \u60f3\u770b\u770b\u67d0\u4e2a\u5b69\u5b50\u5e72\u5f97\u600e\u4e48\u6837,\u4e0d\u7528\u5207 tab:\u6309\u4e00\u4e0b\u5f00\u4e2a\u53ea\u8bfb\u6d6e\u7a97,\u5b83\u6b63\u5728\u60f3\u4ec0\u4e48\u3001\u5728\u8c03\u4ec0\u4e48\u5de5\u5177,\u5b9e\u65f6\u6d41\u5f0f\u653e\u7ed9\u4f60\u770b,\u5e95\u90e8\u8fd8\u6807\u7740 context \u7528\u91cf\u3001\u6a21\u578b\u3001\u601d\u8003\u6863\u4f4d\u3002\u89c9\u5f97\u8dd1\u504f\u4e86,\u76f4\u63a5\u5207\u8fdb\u53bb\u63a5\u7ba1\u5bf9\u8bdd\u7ea0\u6b63\u4e24\u53e5,\u518d\u56de\u7236\u4f1a\u8bdd,\u4e92\u4e0d\u6253\u65ad\u3002
\n4. \u5927\u591a\u6570\u65f6\u5019\u6839\u672c\u4e0d\u7528\u4f60\u7ba1\u3002 \u7236 agent \u88ab\u6ce8\u5165\u4e86\u8c03\u5ea6\u7eaa\u5f8b:\u5148\u67e5\u6709\u6ca1\u6709\u80fd\u590d\u7528\u7684\u65e7\u5b69\u5b50\u3001\u80fd\u590d\u7528\u5c31\u4e0d\u65b0\u5efa\u3001\u8981\u5e76\u884c\u5c31\u4e00\u6279\u6d3e\u51fa\u53bb\u3001\u6309 batch_id \u7edf\u4e00\u6536\u7ed3\u679c\u3002\u6240\u4ee5\u65e5\u5e38\u662f agent \u81ea\u5df1\u5728\u5f53\u8c03\u5ea6\u5458,\u4e0a\u9762\u90a3\u4e9b\u624b\u52a8\u64cd\u4f5c\u53ea\u662f\u515c\u5e95,\u4e0d\u662f\u4e3b\u6d41\u7a0b\u3002
\n\u73af\u5883\u8981\u6c42:Neovim 0.10+\u3001pi \u2265 0.65.2 \u3002\u6548\u679c\u56fe:
\n
\u4ed3\u5e93:github.com/zgs225/pi2.nvim,\u8be6\u7ec6\u8bbe\u8ba1\u5728 doc/sessions.md\u3002\u6b22\u8fce\u62cd\u7816\u4ea4\u6d41\u3002
\u8d81\u6700\u8fd1\u6d3b\u52a8\u5f00\u901a\u4e86 26-27 \u8d5b\u5b63\u6b27\u51a0\u8d5b\u4e8b\u901a\uff0c\u5c45\u7136\u770b\u4e0d\u4e86\u4e4b\u524d\u7684\u6b27\u51a0\u8d5b\u4e8b\u56de\u653e\u3002
\n", "last_modified": 1788876882, "replies": 3, "id": 1240514}, {"node": {"avatar_large": "https://cdn.v2ex.com/navatar/4914/42df/1203_large.png?m=1774036775", "name": "agent", "avatar_normal": "https://cdn.v2ex.com/navatar/4914/42df/1203_normal.png?m=1774036775", "title": "AI Agent \u667a\u80fd\u4f53", "url": "https://www.v2ex.com/go/agent", "topics": 258, "footer": "## \u8282\u70b9\u8d5e\u52a9\u5546\r\n- [KIE AI]( https://kie.ai?ref=943410ffac83c9740ac67a6bdbc476b4)\r\n- [ClawDaddy]( https://clawdaddy.run/)", "header": "\u5206\u4eab AI Agent / Skills / MCP / Tool Use / Workflow \u7684\u6280\u672f\u4e0e\u5e94\u7528\u3002", "title_alternative": "AI Agent \u667a\u80fd\u4f53", "avatar_mini": "https://cdn.v2ex.com/navatar/4914/42df/1203_mini.png?m=1774036775", "stars": 124, "founder_id": 23327, "aliases": [], "root": false, "id": 1203, "parent_node_name": null}, "member": {"id": 739110, "username": "bimeixishuai", "url": "https://www.v2ex.com/u/bimeixishuai", "website": null, "twitter": null, "psn": null, "github": null, "btc": null, "location": null, "tagline": null, "bio": null, "avatar_mini": "https://cdn.v2ex.com/gravatar/b86c8b5962bad5c8bcf9bcb4caa31a42?s=24&d=retro", "avatar_normal": "https://cdn.v2ex.com/gravatar/b86c8b5962bad5c8bcf9bcb4caa31a42?s=48&d=retro", "avatar_large": "https://cdn.v2ex.com/gravatar/b86c8b5962bad5c8bcf9bcb4caa31a42?s=73&d=retro", "created": 1741745455, "last_modified": 1788876489, "pro": 0}, "last_reply_by": "mechunjun", "last_touched": 1788887661, "title": "\u4f60\u7684 Agent\uff0c\u80fd\u4e0d\u80fd\u53bb\u8d5a\u522b\u7684 Agent \u7684\u94b1\uff1f", "url": "https://www.v2ex.com/t/1240512", "created": 1788876580, "deleted": 0, "content": "\u6700\u8fd1\uff0c\u5199\u4ee3\u7801\u3001\u6392\u67e5\u95ee\u9898\u3001\u642d\u670d\u52a1\uff0c\u8d8a\u6765\u8d8a\u591a\u7684\u4e8b\u60c5\u90fd\u4ea4\u7ed9\u4e86 AI \u3002\u8fde\u4ed3\u4f4d\u548c\u6302\u5355\uff0cGPT \u4e5f\u80fd\u8bfb\u53d6\uff0c\u518d\u6309\u63d0\u524d\u5b9a\u597d\u7684\u6bd4\u4f8b\u7ed9\u51fa\u5efa\u8bae\u548c\u9884\u8b66\u3002\r\n\r\n\u65e2\u7136 Agent \u5df2\u7ecf\u80fd\u66ff\u81ea\u5df1\u505a\u8fd9\u4e48\u591a\u4e8b\uff0c\u80fd\u4e0d\u80fd\u518d\u8fdb\u4e00\u6b65\uff0c\u8ba9\u5b83\u5e2e\u81ea\u5df1\u8d5a\u94b1\uff1f\r\n\r\n\u6211\u6700\u8fd1\u5173\u6ce8\u7684 A-to-A \u7ecf\u6d4e\uff0c\u5c31\u662f\u5728\u63a2\u7d22\u8fd9\u79cd\u53ef\u80fd\u3002\u522b\u4eba\u7684 Agent \u6709\u4e00\u9879\u4efb\u52a1\uff0c\u6070\u597d\u4f60\u7684 Agent \u64c5\u957f\uff0c\u5c31\u53ef\u4ee5\u5411\u4f60\u8fd9\u8fb9\u4ed8\u8d39\u4e0b\u5355\u3002\u53cd\u8fc7\u6765\uff0c\u81ea\u5df1\u7684 Agent \u4e5f\u80fd\u6309\u6b21\u8d2d\u4e70\u522b\u4eba\u7684\u670d\u52a1\uff0c\u62ff\u5230\u7ed3\u679c\uff0c\u7ee7\u7eed\u5e72\u6d3b\u3002\r\n\r\n\u6211\u671f\u5f85\u7684 Agent \u7ecf\u6d4e\uff1aAgent \u548c Agent 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\n\u6ce8\u518c\u5730\u5740\uff1a
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\u968f\u7740\u5e73\u53f0\u53d1\u5c55\uff0c\u53c2\u4e0e\u667a\u80fd\u5408\u7ea6\u529f\u80fd\u53ca\u534f\u8bae\u6269\u5c55\u7684\u8bbe\u8ba1\u4e0e\u5f00\u53d1\u3002\r\n* \u7f16\u5199\u9ad8\u8d28\u91cf\u3001\u53ef\u7ef4\u62a4\u4e14\u7ecf\u8fc7\u5145\u5206\u6d4b\u8bd5\u7684 Rust \u4ee3\u7801\uff0c\u5e76\u8fdb\u884c\u5355\u5143\u3001\u96c6\u6210\u53ca\u6027\u80fd\u6d4b\u8bd5\u3002\r\n* \u53c2\u4e0e Code Review \uff0c\u4e0e\u56e2\u961f\u6210\u5458\u534f\u4f5c\u89e3\u51b3\u590d\u6742\u6280\u672f\u95ee\u9898\uff0c\u5e76\u63a8\u52a8\u6280\u672f\u521b\u65b0\u3002\r\n* \u7f16\u5199\u548c\u7ef4\u62a4\u6280\u672f\u6587\u6863\uff0c\u8fdb\u884c\u77e5\u8bc6\u5206\u4eab\u5e76\u6307\u5bfc\u521d\u7ea7\u5de5\u7a0b\u5e08\u3002\r\n* \u5728\u6574\u4e2a\u5f00\u53d1\u8fc7\u7a0b\u4e2d\u9075\u5faa\u5b89\u5168\u6700\u4f73\u5b9e\u8df5\uff0c\u786e\u4fdd\u533a\u5757\u94fe\u7f51\u7edc\u7684\u5b89\u5168\u6027\u548c\u5b8c\u6574\u6027\u3002\r\n\r\n\u4efb\u804c\u8981\u6c42\r\n* \u8ba1\u7b97\u673a\u79d1\u5b66\u3001\u8f6f\u4ef6\u5de5\u7a0b\u6216\u76f8\u5173\u4e13\u4e1a\u672c\u79d1\u53ca\u4ee5\u4e0a\u5b66\u5386\uff0c\u7855\u58eb\u6216\u535a\u58eb\u4f18\u5148\u3002\r\n* 5 \u5e74\u4ee5\u4e0a\u8f6f\u4ef6\u5f00\u53d1\u7ecf\u9a8c\uff0c\u5176\u4e2d\u81f3\u5c11 3 \u5e74\u4ee5\u4e0a Rust \u5f00\u53d1\u7ecf\u9a8c\u3002\r\n* \u6df1\u5165\u7406\u89e3\u533a\u5757\u94fe\u3001\u5206\u5e03\u5f0f\u7cfb\u7edf\u3001BFT \u5171\u8bc6\u673a\u5236\u3001\u5bc6\u7801\u5b66\u548c\u7f51\u7edc\u901a\u4fe1\u3002\r\n* \u5177\u5907\u4e13\u5bb6\u7ea7 Rust \u80fd\u529b\uff0c\u6df1\u5165\u7406\u89e3\u5185\u5b58\u7ba1\u7406\u3001\u5e76\u53d1\u548c\u6027\u80fd\u7279\u6027\uff0c\u5e76\u6709\u4f7f\u7528 Rust \u6784\u5efa\u590d\u6742\u7cfb\u7edf\u7684\u5b9e\u9645\u7ecf\u9a8c\u3002\r\n* \u5177\u5907\u9ad8\u541e\u5410\u3001\u4f4e\u5ef6\u8fdf\u7cfb\u7edf\u7684\u6027\u80fd\u4f18\u5316\u548c\u6269\u5c55\u7ecf\u9a8c\u3002\r\n* \u5177\u5907\u4f18\u79c0\u7684\u95ee\u9898\u5206\u6790\u548c\u89e3\u51b3\u80fd\u529b\uff0c\u80fd\u591f\u5904\u7406\u590d\u6742\u6280\u672f\u95ee\u9898\u5e76\u8bbe\u8ba1\u53ef\u9760\u7684\u89e3\u51b3\u65b9\u6848\u3002\r\n* \u5177\u5907\u826f\u597d\u7684\u4e2d\u82f1\u6587\u4e66\u9762\u53ca\u53e3\u5934\u6c9f\u901a\u80fd\u529b\uff0c\u80fd\u591f\u6e05\u6670\u8868\u8fbe\u6280\u672f\u6982\u5ff5\u3002\r\n* \u5177\u5907\u826f\u597d\u7684\u56e2\u961f\u534f\u4f5c\u80fd\u529b\u3002\r\n\r\n\u52a0\u5206\u9879\r\n* \u6709 Solana / Ethereum \u5f00\u53d1\u6216\u76f8\u5173\u5de5\u4f5c\u7ecf\u9a8c\uff0c\u4e86\u89e3\u5176\u67b6\u6784\u3001\u667a\u80fd\u5408\u7ea6\u5f00\u53d1\u53ca\u76f8\u5173\u5de5\u5177\u94fe\u3002\r\n* \u6709 Diem / Libra / Aptos \u76f8\u5173\u7ecf\u9a8c\uff0c\u5c24\u5176\u662f FastPay \u3002\r\n* \u6709 Rust \u6216\u533a\u5757\u94fe\u751f\u6001\u76f8\u5173\u7684\u5f00\u6e90\u9879\u76ee\u8d21\u732e\u3002\r\n* \u5177\u5907\u8f83\u5f3a\u7684\u5bc6\u7801\u5b66\u77e5\u8bc6\u53ca\u5b9e\u9645\u5e94\u7528\u7ecf\u9a8c\u3002\r\n* \u6709\u5feb\u8282\u594f\u521b\u4e1a\u516c\u53f8\u5de5\u4f5c\u7ecf\u9a8c\u3002\r\n* \u5728\u533a\u5757\u94fe\u3001\u5206\u5e03\u5f0f\u7cfb\u7edf\u3001Rust \u7b49\u76f8\u5173\u9886\u57df\u53d1\u8868\u8fc7\u8bba\u6587\u6216\u8fdb\u884c\u8fc7\u6280\u672f\u5206\u4eab\u3002\r\n\r\n\r\n [ Application Software Engineer - Rust \uff1b layer1 \u5f00\u53d1] \uff08 10K+ usd/month;\u6709\u671f\u6743\uff09\r\n\u5c97\u4f4d\u804c\u8d23\r\n* \u7cfb\u7edf\u5f00\u53d1\u4e0e\u7ef4\u62a4\uff1a \u4f7f\u7528 Rust \u5f00\u53d1\u548c\u7ef4\u62a4\u9ad8\u6027\u80fd\u540e\u7aef\u670d\u52a1\uff0c\u786e\u4fdd\u7cfb\u7edf\u80fd\u591f\u5e94\u5bf9\u9ad8\u5e76\u53d1\u6d41\u91cf\u5e76\u6ee1\u8db3\u4e1a\u52a1\u9700\u6c42\u3002\r\n* \u67b6\u6784\u8bbe\u8ba1\u4e0e\u4f18\u5316\uff1a \u53c2\u4e0e\u7cfb\u7edf\u67b6\u6784\u8bbe\u8ba1\uff0c\u5e94\u7528\u5206\u5e03\u5f0f\u6280\u672f\u53ca MySQL \u3001Redis \u3001Kafka \u7b49\u4e2d\u95f4\u4ef6\u4f18\u5316\u7cfb\u7edf\u6027\u80fd\uff0c\u63d0\u5347\u7cfb\u7edf\u53ef\u6269\u5c55\u6027\u548c\u53ef\u9760\u6027\uff0c\u652f\u6301\u4e1a\u52a1\u589e\u957f\u3002\r\n* \u4e1a\u52a1\u529f\u80fd\u5b9e\u73b0\uff1a \u8bbe\u8ba1\u548c\u5f00\u53d1\u7528\u6237\u8ba4\u8bc1\u3001\u6570\u636e\u5b58\u50a8\u3001\u6d88\u606f\u961f\u5217\u5904\u7406\u7b49\u6838\u5fc3\u4e1a\u52a1\u6a21\u5757\uff0c\u4ea4\u4ed8\u9ad8\u8d28\u91cf\u3001\u53ef\u9760\u7684\u7cfb\u7edf\u529f\u80fd\uff0c\u63d0\u5347\u7528\u6237\u4f53\u9a8c\u3002\r\n* \u6027\u80fd\u4f18\u5316\u4e0e\u8c03\u4f18\uff1a \u8bc6\u522b\u5e76\u89e3\u51b3\u7cfb\u7edf\u6027\u80fd\u74f6\u9888\uff0c\u901a\u8fc7\u5f02\u6b65\u7f16\u7a0b\u3001\u7f13\u5b58\u53ca\u6570\u636e\u5e93\u4f18\u5316\u7b49\u65b9\u5f0f\u63d0\u5347\u54cd\u5e94\u901f\u5ea6\u548c\u8d44\u6e90\u5229\u7528\u7387\u3002\r\n* \u6280\u672f\u7814\u7a76\u4e0e\u521b\u65b0\uff1a \u6301\u7eed\u5173\u6ce8 Rust 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\u7b49\u4e2d\u95f4\u4ef6\uff1b\u5177\u5907\u624e\u5b9e\u7684\u6570\u636e\u7ed3\u6784\u3001\u7b97\u6cd5\u3001\u7f51\u7edc\u548c\u64cd\u4f5c\u7cfb\u7edf\u57fa\u7840\uff1b\u7cbe\u901a MySQL \u3001PostgreSQL \u7b49\u6570\u636e\u5e93\u7684\u8bbe\u8ba1\u4e0e\u4f18\u5316\uff1b\u7406\u89e3\u533a\u5757\u94fe\u57fa\u7840\uff0c\u5305\u62ec\u67b6\u6784\u3001\u5171\u8bc6\u673a\u5236\u548c\u667a\u80fd\u5408\u7ea6\uff1b\u5177\u5907\u91d1\u878d\u4ea4\u6613\u7cfb\u7edf\u5f00\u53d1\u7ecf\u9a8c\uff0c\u5e76\u4e86\u89e3\u76f8\u5173\u76d1\u7ba1\u53ca\u5408\u89c4\u8981\u6c42\u3002\r\n* \u5b66\u4e60\u80fd\u529b\uff1a \u5b66\u4e60\u80fd\u529b\u5f3a\uff0c\u80fd\u591f\u5feb\u901f\u638c\u63e1\u65b0\u6280\u672f\u548c\u4e1a\u52a1\u6982\u5ff5\uff0c\u5e76\u9002\u5e94\u4e0d\u65ad\u53d8\u5316\u7684\u6280\u672f\u9700\u6c42\u3002\r\n* \u56e2\u961f\u534f\u4f5c\uff1a 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\u76f8\u5173\u8ba4\u8bc1\uff1a \u62e5\u6709\u91d1\u878d\u79d1\u6280\u6216\u533a\u5757\u94fe\u76f8\u5173\u8ba4\u8bc1\u53ca\u57f9\u8bad\u7ecf\u5386\u3002\r\n\r\n\r\n [ Product Manager-Layer 1 \u65b9\u5411] \uff08 12K+ usd/month \uff1b\u6709\u671f\u6743\uff1b 100 \u4e07 RMB \u5e74\u85aa+\uff09\r\n\u5c97\u4f4d\u804c\u8d23\r\nProtocol & Network \u4ea7\u54c1\u7ba1\u7406\r\n* \u8d1f\u8d23\u516c\u53f8\u4e1a\u52a1\u6838\u5fc3\u534f\u8bae\u7684\u4ea7\u54c1\u8def\u7ebf\u56fe\uff0c\u5305\u62ec\u4f46\u4e0d\u9650\u4e8e BCB \u5171\u8bc6\u3001\u4ea4\u6613\u5904\u7406\u3001\u8282\u70b9\u67b6\u6784\u3001\u6c34\u5e73\u5206\u7247\u548c\u7f51\u7edc\u624b\u7eed\u8d39\u8bbe\u8ba1\u3002\r\n* \u4e0e\u5de5\u7a0b\u56e2\u961f\u5408\u4f5c\uff0c\u5c06\u534f\u8bae\u80fd\u529b\u8f6c\u5316\u4e3a\u6e05\u6670\u3001\u660e\u786e\u3001\u53ef\u6267\u884c\u7684\u9700\u6c42\uff0c\u786e\u4fdd\u4e1a\u52a1\u9700\u6c42\u4e0e\u5de5\u7a0b\u5b9e\u73b0\u4e4b\u95f4\u6ca1\u6709\u6b67\u4e49\u3002\r\n* \u76d1\u63a7\u4e3b\u7f51\u6027\u80fd\u6307\u6807\u548c\u751f\u4ea7\u73af\u5883\u4ea4\u6613\u6570\u636e\uff0c\u53d1\u73b0\u95ee\u9898\u5e76\u63a8\u52a8\u6539\u8fdb\u3002\r\n* \u4e3b\u52a8\u8ddf\u8fdb\u5de5\u7a0b\u4ea4\u4ed8\uff0c\u5b9a\u671f\u4e0e\u5de5\u7a0b\u5e08\u540c\u6b65\u8fdb\u5ea6\uff0c\u5c3d\u65e9\u53d1\u73b0\u963b\u585e\u95ee\u9898\uff0c\u5e76\u786e\u4fdd\u8de8\u804c\u80fd\u56e2\u961f\u4fdd\u6301\u4e00\u81f4\u3001\u6309\u8ba1\u5212\u63a8\u8fdb\u3002\r\n\u7a33\u5b9a\u5e01\u53d1\u884c\u4e0e Token \u7ba1\u7406\r\n* \u8d1f\u8d23\u4e1a\u52a1\u4e0a\u7684\u7a33\u5b9a\u5e01\u53d1\u884c\u4ea7\u54c1\u4f53\u9a8c\uff0c\u4e0e\u53d1\u884c\u65b9\u5408\u4f5c\uff0c\u5c06\u65b0\u7684\u7a33\u5b9a\u5e01\u548c\u4ee3\u5e01\u5316\u5b58\u6b3e\u63a5\u5165\u7f51\u7edc\u3002\r\n* \u7406\u89e3\u7a33\u5b9a\u5e01\u5728 Ethereum \u3001Solana \u3001TRON \u548c \u516c\u53f8\u4e1a\u52a1\u539f\u751f Layer \u4e0a\u7684\u5b8c\u6574\u53d1\u884c\u751f\u547d\u5468\u671f\uff0c\u5305\u62ec\u667a\u80fd\u5408\u7ea6\u90e8\u7f72\u3001\u94f8\u9020\u3001\u50a8\u5907\u7ba1\u7406\u548c\u8d4e\u56de\u6d41\u7a0b\u3002\r\n* \u4e0e\u5408\u89c4\u53ca\u6cd5\u52a1\u56e2\u961f\u5408\u4f5c\uff0c\u786e\u4fdd\u6240\u6709\u652f\u6301\u7684\u7a33\u5b9a\u5e01\u7b26\u5408\u76d1\u7ba1\u548c AML \uff08\u53cd\u6d17\u94b1\uff09\u6807\u51c6\u3002\r\n\u5f00\u53d1\u8005\u4f53\u9a8c\u4e0e\u751f\u6001\r\n* \u5b9a\u4e49\u5e76\u4f18\u5316 \u516c\u53f8\u4e1a\u52a1\u7684\u5f00\u53d1\u8005\u4f53\u9a8c\uff0c\u5305\u62ec API \u3001SDK \u3001\u6280\u672f\u6587\u6863\u3001\u533a\u5757\u94fe\u6d4f\u89c8\u5668\u3001\u6d4b\u8bd5\u7f51\u548c\u96c6\u6210\u6307\u5357\u3002\r\n* \u4e0e BD \u53ca\u5408\u4f5c\u4f19\u4f34\u56e2\u961f\u5408\u4f5c\uff0c\u5438\u5f15\u7a33\u5b9a\u5e01\u53d1\u884c\u65b9\u3001\u94b1\u5305\u3001\u4ea4\u6613\u6240\u548c\u652f\u4ed8\u5e94\u7528\u5728 \u516c\u53f8\u4e1a\u52a1 \u4e0a\u8fdb\u884c\u5f00\u53d1\u3002\r\n* \u6536\u96c6\u5f00\u53d1\u8005\u548c\u5408\u4f5c\u4f19\u4f34\u53cd\u9988\uff0c\u5e76\u5c06\u5176\u8f6c\u5316\u4e3a\u534f\u8bae\u548c\u5de5\u5177\u65b9\u9762\u7684\u6539\u8fdb\u3002\r\n\u8de8\u804c\u80fd\u4e0e\u5168\u7403\u534f\u4f5c\r\n* \u80fd\u591f\u914d\u5408\u5168\u7403\u4e0d\u540c\u65f6\u533a\u7684\u56e2\u961f\u548c\u5229\u76ca\u76f8\u5173\u65b9\uff0c\u5728\u5fc5\u8981\u65f6\u53c2\u52a0\u65e9\u6668\u6216\u665a\u95f4\u4f1a\u8bae\u3002\r\n* \u7f16\u5199\u6e05\u6670\u3001\u7b80\u6d01\u7684\u4ea7\u54c1\u89c4\u683c\u548c\u9700\u6c42\u6587\u6863\uff0c\u4f5c\u4e3a\u6280\u672f\u53ca\u4e1a\u52a1\u56e2\u961f\u7684\u7edf\u4e00\u4fe1\u606f\u6765\u6e90\u3002\r\n* \u5411\u7ba1\u7406\u5c42\u3001\u6295\u8d44\u8005\u3001\u9a8c\u8bc1\u8005\u548c\u66f4\u5e7f\u6cdb\u7684\u793e\u533a\u540c\u6b65\u4ea7\u54c1\u8def\u7ebf\u56fe\u3001\u4ea4\u4ed8\u8fdb\u5ea6\u53ca\u6218\u7565\u51b3\u7b56\u3002\r\n\r\nMust Have \uff5c\u5fc5\u987b\u5177\u5907\r\n* 3 \u5e74\u4ee5\u4e0a\u533a\u5757\u94fe\u3001\u91d1\u878d\u79d1\u6280\u6216\u652f\u4ed8\u57fa\u7840\u8bbe\u65bd\u9886\u57df\u7684\u4ea7\u54c1\u7ba1\u7406\u7ecf\u9a8c\u3002\r\n* \u5177\u5907\u4e3b\u52a8\u89e3\u51b3\u95ee\u9898\u7684\u80fd\u529b\uff0c\u80fd\u591f\u4e3b\u52a8\u53d1\u73b0\u95ee\u9898\u3001\u7f3a\u53e3\u548c\u673a\u4f1a\uff0c\u5e76\u63a8\u52a8\u89e3\u51b3\u65b9\u6848\u843d\u5730\u3002\r\n* \u5177\u5907\u4f18\u79c0\u7684\u4e66\u9762\u53ca\u53e3\u5934\u6c9f\u901a\u80fd\u529b\uff0c\u80fd\u591f\u6e05\u6670\u8868\u8fbe\u9700\u6c42\uff0c\u64b0\u5199\u8fde\u63a5\u4e1a\u52a1\u76ee\u6807\u4e0e\u6280\u672f\u5b9e\u73b0\u7684\u4ea7\u54c1\u6587\u6863\uff0c\u5e76\u5411\u6280\u672f\u53ca\u975e\u6280\u672f\u4eba\u5458\u89e3\u91ca\u590d\u6742\u7684\u534f\u8bae\u548c\u652f\u4ed8\u6982\u5ff5\u3002\r\n* \u5177\u5907\u6210\u719f\u7684\u9879\u76ee\u7ba1\u7406\u80fd\u529b\uff0c\u5305\u62ec\u8ddf\u8fdb\u5de5\u7a0b\u4ea4\u4ed8\u8fdb\u5ea6\u3001\u5b9a\u671f\u8fdb\u884c\u9879\u76ee\u540c\u6b65\u3001\u8bc6\u522b\u548c\u89e3\u51b3\u963b\u585e\u95ee\u9898\uff0c\u4ee5\u53ca\u63a8\u52a8\u5206\u5e03\u5f0f\u56e2\u961f\u6309\u8ba1\u5212\u5b8c\u6210\u4efb\u52a1\u3002\r\n* \u80fd\u591f\u9002\u5e94\u5168\u7403\u5206\u5e03\u5f0f\u56e2\u961f\u53ca\u591a\u65f6\u533a\u5de5\u4f5c\u73af\u5883\uff0c\u5177\u5907\u826f\u597d\u7684\u5f02\u6b65\u6c9f\u901a\u4e60\u60ef\u548c\u8de8\u6587\u5316\u534f\u4f5c\u80fd\u529b\u3002\r\n\r\nNice to Have \uff5c\u52a0\u5206\u9879\r\n* \u4e86\u89e3\u7a33\u5b9a\u5e01\u53d1\u884c\u673a\u5236\uff0c\u5305\u62ec\u7a33\u5b9a\u5e01\u5728 Ethereum \uff08 ERC-20 \uff09\u3001Solana \uff08 SPL \uff09\u548c TRON \uff08 TRC-20 \uff09\u7b49\u4e3b\u6d41\u7f51\u7edc\u4e0a\u7684\u53d1\u884c\u3001\u94f8\u9020\u3001\u8d4e\u56de\u548c\u94fe\u4e0a\u7ba1\u7406\uff0c\u4ee5\u53ca\u5c06\u65b0\u7a33\u5b9a\u5e01\u63a5\u5165\u652f\u4ed8\u7f51\u7edc\u6240\u9700\u7684\u6d41\u7a0b\u3002\r\n* \u6709 Deterministic BFT \u6216\u5176\u4ed6\u5171\u8bc6\u673a\u5236\u8bbe\u8ba1\u7ecf\u9a8c\u3002\r\n* \u719f\u6089 USDT \u3001USDC \u3001PYUSD \u6216\u5176\u4ed6\u4e3b\u6d41\u7a33\u5b9a\u5e01\u7684\u67b6\u6784\u548c\u50a8\u5907\u6a21\u5f0f\u3002\r\n* \u4e86\u89e3\u4ee3\u5e01\u5316\u5b58\u6b3e\u53ca\u5176\u4e0e\u4f20\u7edf\u7a33\u5b9a\u5e01\u5728\u76d1\u7ba1\u5c42\u9762\u7684\u533a\u522b\u3002\r\n* \u6709 Layer 1 \u533a\u5757\u94fe\u3001\u7a33\u5b9a\u5e01\u53d1\u884c\u65b9\u6216\u539f\u751f\u52a0\u5bc6\u652f\u4ed8\u516c\u53f8\u5de5\u4f5c\u7ecf\u9a8c\u3002\r\n* \u6709\u7f51\u7edc\u7ecf\u6d4e\u6a21\u578b\u76f8\u5173\u7ecf\u9a8c\uff0c\u5305\u62ec\u624b\u7eed\u8d39\u8bbe\u8ba1\u3001\u9a8c\u8bc1\u8005\u6fc0\u52b1\u548c Token \u5206\u914d\u3002\r\n* \u719f\u6089\u8de8\u94fe\u4e92\u64cd\u4f5c\u6027\u548c Bridge \uff08\u8de8\u94fe\u6865\uff09\u67b6\u6784\u3002\r\n\r\n\u4e0d\u9650\u56fd\u7c4d\r\n\u4eba\u987b\u5728\u6d77\u5916\uff08\u5982\u5c65\u5386\u975e\u5e38\u4f18\u79c0\uff0cRust \u53ef\u4ee5\u653e\u5bbd\uff09\r\n\u82f1\u8bed\u5fc5\u987b\u6d41\u5229\u4e14\u4f1a\u7528 AI\r\n\r\n\u9762\u8bd5\u6d41\u7a0b\uff08\u82f1\u8bed\u9762\u8bd5\uff09\uff1a\u4e00\u9762\uff1aCTO\u2014>\u4e8c\u9762\uff1a\u603b\u7ecf\u7406;\r\n\u8054\u7cfb\u4eba\uff1aJuli\r\nWeChat\uff1aitnice123\r\n\u7b80\u5386\u6295\u9012\uff1a JuJJ8@proton.me", "content_rendered": "\u516c\u53f8\uff1aBlockchain \u516c\u53f8\uff08\u56e2\u961f\u6210\u5458\u6765\u81ea\u5404\u4e2a\u56fd\u5bb6\uff09\n\u516c\u53f8\u6ce8\u518c\u5730\uff1aHamilton, Bermuda\n\u5de5\u4f5c\u5f62\u5f0f\uff1aRemote / Work from Home\n\u5de5\u4f5c\u65f6\u95f4\uff1aMonday\u2013Friday\n\uff08\u9a8c\u8bc1\u4e3a\u9760\u8c31\u4f01\u4e1a\uff0c\u6709\u4eba\u9009\u5df2\u5728\u804c 1 \u5e74+\uff09
\n\u76ee\u524d\u5728\u62db\u5c97\u4f4d\uff1a\n[ Core Blockchain Engineer - Rust;Layer 1 \u65b9\u5411] \uff08 10K usd/month \uff09\n\u5c97\u4f4d\u804c\u8d23
\n\u4efb\u804c\u8981\u6c42
\n\u52a0\u5206\u9879
\n[ Application Software Engineer - Rust \uff1b layer1 \u5f00\u53d1] \uff08 10K+ usd/month;\u6709\u671f\u6743\uff09\n\u5c97\u4f4d\u804c\u8d23
\n\u4efb\u804c\u8981\u6c42
\n\u52a0\u5206\u9879
\n[ Product Manager-Layer 1 \u65b9\u5411] \uff08 12K+ usd/month \uff1b\u6709\u671f\u6743\uff1b 100 \u4e07 RMB \u5e74\u85aa+\uff09\n\u5c97\u4f4d\u804c\u8d23\nProtocol & Network \u4ea7\u54c1\u7ba1\u7406
\nMust Have \uff5c\u5fc5\u987b\u5177\u5907
\nNice to Have \uff5c\u52a0\u5206\u9879
\n\u4e0d\u9650\u56fd\u7c4d\n\u4eba\u987b\u5728\u6d77\u5916\uff08\u5982\u5c65\u5386\u975e\u5e38\u4f18\u79c0\uff0cRust \u53ef\u4ee5\u653e\u5bbd\uff09\n\u82f1\u8bed\u5fc5\u987b\u6d41\u5229\u4e14\u4f1a\u7528 AI
\n\u9762\u8bd5\u6d41\u7a0b\uff08\u82f1\u8bed\u9762\u8bd5\uff09\uff1a\u4e00\u9762\uff1aCTO\u2014>\u4e8c\u9762\uff1a\u603b\u7ecf\u7406;\n\u8054\u7cfb\u4eba\uff1aJuli\nWeChat\uff1aitnice123\n\u7b80\u5386\u6295\u9012\uff1a JuJJ8@proton.me
\n", "last_modified": 1788873325, "replies": 0, "id": 1240504}, {"node": {"avatar_large": "https://cdn.v2ex.com/navatar/70ef/df2e/17_large.png?m=1660301119", "name": "create", "avatar_normal": "https://cdn.v2ex.com/navatar/70ef/df2e/17_normal.png?m=1660301119", "title": "\u5206\u4eab\u521b\u9020", "url": "https://www.v2ex.com/go/create", "topics": 36422, "footer": "", "header": "\u6b22\u8fce\u4f60\u5728\u8fd9\u91cc\u53d1\u5e03\u81ea\u5df1\u7684\u6700\u65b0\u4f5c\u54c1\uff01", "title_alternative": "Create", "avatar_mini": "https://cdn.v2ex.com/navatar/70ef/df2e/17_mini.png?m=1660301119", "stars": 6177, "founder_id": 0, "aliases": [], "root": false, "id": 17, "parent_node_name": "geek"}, "member": {"id": 782439, "username": "zwplayer", "url": "https://www.v2ex.com/u/zwplayer", "website": "https://www.zwplayer.cn", "twitter": null, "psn": null, "github": null, "btc": null, "location": "", "tagline": "", "bio": "", "avatar_mini": "https://cdn.v2ex.com/gravatar/4a2a9eac27b18f27f4e16c0cf9244f43?s=24&d=retro", "avatar_normal": "https://cdn.v2ex.com/gravatar/4a2a9eac27b18f27f4e16c0cf9244f43?s=48&d=retro", "avatar_large": "https://cdn.v2ex.com/gravatar/4a2a9eac27b18f27f4e16c0cf9244f43?s=73&d=retro", "created": 1767666047, "last_modified": 1784343914, "pro": 0}, "last_reply_by": "V2Try", "last_touched": 1788884457, "title": "[\u5206\u4eab] ZWPlayer \u66f4\u65b0 v3.3.2\uff0c\u52a0\u4e86\u8d34\u7247\u5e7f\u544a\u3001\u97f3\u4e50\u6a21\u5f0f\u3001\u8de8\u89c6\u9891\u5b57\u5e55\u641c\u7d22\uff0c\u754c\u9762\u4e5f\u7ffb\u65b0\u4e86\u4e00\u7248", "url": "https://www.v2ex.com/t/1240503", "created": 1788872759, "deleted": 0, "content": "\u4e4b\u524d\u5728 V2EX \u5206\u4eab\u8fc7 v3.3.0 \u548c v3.3.1 \u7684\u66f4\u65b0\uff0c\u6536\u5230\u4e0d\u5c11\u53cd\u9988\uff0c\u611f\u8c22\u5404\u4f4d\u3002v3.3.2 \u6298\u817e\u4e86\u4e00\u9635\u5b50\u624d\u53d1\u51fa\u6765\uff0c\u8fd9\u6b21\u66f4\u65b0\u91cf\u6bd4\u8f83\u5927\uff0c\u6765\u540c\u6b65\u4e00\u4e0b\u3002\r\n\r\n\u8001\u89c4\u77e9\u5148\u4ecb\u7ecd\u4e0b\uff1aZWPlayer \u662f\u4e00\u4e2a\u514d\u8d39\u7684\u7f51\u9875\u89c6\u9891\u64ad\u653e\u5668\uff0c\u7eaf\u524d\u7aef\uff0c\u5355\u4e2a JS \u6587\u4ef6\u5f15\u5165\u5c31\u80fd\u7528\uff0c\u652f\u6301 HLS / DASH / FLV / WebRTC / RTSP \uff0c\u4e0d\u4f9d\u8d56 CDN \uff0c\u5185\u7f51\u4e5f\u80fd\u8dd1\u3002\u524d\u4e24\u4e2a\u7248\u672c\u505a\u4e86\u4ea4\u4e92\u6807\u6ce8\u3001\u9632\u5f55\u5c4f\u6c34\u5370\u3001\u64ad\u653e\u5217\u8868\u3001VR \u5168\u666f\u3001\u591a\u97f3\u8f68\u8fd9\u4e9b\u3002\r\n\r\n---\r\n\r\n## 1. \u8d34\u7247\u5e7f\u544a\r\n\r\n\u53ef\u4ee5\u5728\u6b63\u7247\u64ad\u653e\u524d\u540e\u63d2\u81ea\u5df1\u7684\u5ba3\u4f20\u7247\uff08 pre-roll / post-roll \uff09\uff1a\r\n\r\n- \u4e09\u79cd\u8df3\u8fc7\u7b56\u7565\u53ef\u914d\uff1a\u5f3a\u5236\u770b\u5b8c\u3001\u7acb\u5373\u53ef\u8df3\u3001N \u79d2\u5012\u8ba1\u65f6\u540e\u53ef\u8df3\r\n- \u652f\u6301\u70b9\u51fb\u8df3\u8f6c\u843d\u5730\u9875\r\n- \u5faa\u73af\u64ad\u653e\u6b63\u7247\u65f6\u5e7f\u544a\u53ea\u63d2\u4e00\u6b21\uff0c\u4e0d\u4f1a\u53cd\u590d\u6253\u6270\r\n\r\n\u81ea\u6709\u9891\u9053\u3001\u4f01\u4e1a\u5185\u8bad\u5e73\u53f0\u3001\u77e5\u8bc6\u4ed8\u8d39\u7ad9\u70b9\uff0c\u4e0d\u63a5\u7b2c\u4e09\u65b9\u5e7f\u544a\u7cfb\u7edf\u4e5f\u80fd\u628a\u300c\u5185\u5bb9 + \u53d8\u73b0\u300d\u7684\u95ed\u73af\u505a\u4e86\u3002\r\n\r\n## 2. \u64ad\u653e\u6a21\u5f0f\uff1a\u4e00\u4e2a\u64ad\u653e\u5668\u56db\u79cd\u5f62\u6001\r\n\r\n\u65b0\u589e `mode` \u914d\u7f6e\uff0c\u4e24\u4e2a\u65b0\u5f62\u6001\u6bd4\u8f83\u6709\u610f\u601d\uff1a\r\n\r\n- **\u9884\u89c8\u6a21\u5f0f**\uff1a\u9f20\u6807\u60ac\u505c\u5361\u7247\u81ea\u52a8\u9759\u97f3\u64ad\u653e\u4e00\u6bb5\u9884\u89c8\uff0c\u4ece\u89c6\u9891\u4e2d\u95f4\u4f4d\u7f6e\u5f00\u59cb\u76f4\u51fb\u7cbe\u534e\uff0c\u79bb\u5f00\u5c31\u6682\u505c\u3002\u505a\u89c6\u9891\u5217\u8868\u3001\u8bfe\u7a0b\u76ee\u5f55\u3001\u63a8\u8350\u5899\u7684\u540c\u5b66\u5e94\u8be5\u90fd\u7528\u5f97\u4e0a\u8fd9\u4e2a\u4ea4\u4e92\u3002\r\n- **\u97f3\u4e50\u6a21\u5f0f**\uff1a\u64ad\u7eaf\u97f3\u9891\u65f6\u4e0d\u518d\u662f\u9ed1\u4e4e\u4e4e\u7684\u89c6\u9891\u6846\uff0c\u6709\u65cb\u8f6c\u7684\u9ed1\u80f6\u5c01\u9762\u3001\u9010\u884c\u9ad8\u4eae\u6b4c\u8bcd\uff08\u70b9\u51fb\u4efb\u610f\u884c\u8df3\u8f6c\uff09\u3001\u9891\u8c31\u53ef\u89c6\u5316\uff0c\u624b\u673a\u9501\u5c4f\u4e5f\u80fd\u7528\u7cfb\u7edf\u5a92\u4f53\u952e\u63a7\u5236\u3002\r\n\r\n\u66f4\u7701\u5fc3\u7684\u662f**\u6df7\u5408\u64ad\u653e\u5217\u8868**\uff1a\u4e00\u4efd\u5217\u8868\u91cc\u89c6\u9891\u548c\u97f3\u9891\u6df7\u7740\u653e\uff0c\u64ad\u653e\u5668\u81ea\u52a8\u8bc6\u522b\u5185\u5bb9\u7c7b\u578b\u5207\u6362\u5f62\u6001\u2014\u2014\u64ad\u5230\u97f3\u9891\u51fa\u97f3\u4e50\u9762\u677f\uff0c\u5207\u56de\u89c6\u9891\u8fd8\u539f\uff0c\u4e0d\u7528\u5199\u4e00\u884c\u5224\u65ad\u4ee3\u7801\u3002\r\n\r\n\r\n\r\n## 3. \u8de8\u89c6\u9891\u5b57\u5e55\u641c\u7d22\r\n\r\n\u5b57\u5e55\u641c\u7d22\u4ece\u300c\u5355\u4e2a\u89c6\u9891\u5185\u641c\u300d\u5347\u7ea7\u6210\u4e86\u8de8\u89c6\u9891\u5168\u6587\u68c0\u7d22\uff1a\u8f93\u5165\u53f0\u8bcd\u5173\u952e\u8bcd\uff0c\u64ad\u653e\u5668\u628a\u5217\u8868\u91cc\u6240\u6709\u89c6\u9891\u7684\u5b57\u5e55\u90fd\u641c\u4e00\u904d\uff0c\u7ed3\u679c\u6309\u89c6\u9891\u5206\u7ec4\uff0c\u6807\u6ce8\u6e05\u695a\u51fa\u81ea\u54ea\u4e00\u96c6\u3001\u7b2c\u51e0\u5206\u7b2c\u51e0\u79d2\uff0c\u70b9\u51fb\u76f4\u63a5\u8df3\u5230\u53f0\u8bcd\u4f4d\u7f6e\u3002\r\n\r\n\u8ffd\u5267\u627e\u53f0\u8bcd\u3001\u8bfe\u7a0b\u627e\u77e5\u8bc6\u70b9\u3001\u4f1a\u8bae\u56de\u653e\u627e\u53d1\u8a00\uff0c\u6bd4\u4e00\u96c6\u96c6\u7ffb\u5feb\u5f97\u591a\u3002\u641c\u5230\u4e4b\u540e\u8fd8\u80fd\u6309\u5b57\u5e55\u6761\u76ee\u5faa\u73af\u64ad\u653e\u3001\u81ea\u5b9a\u4e49 A-B \u6bb5\u53cd\u590d\u542c\u3002\r\n\r\n## 4. DASH \u5185\u5d4c\u5b57\u5e55\u9884\u4e0b\u8f7d\r\n\r\nv3.3.0 \u7684\u65f6\u5019 HLS \u5185\u5d4c\u5b57\u5e55\u53ef\u4ee5\u81ea\u52a8\u9884\u4e0b\u8f7d\u62fc\u6210\u5b8c\u6574\u5b57\u5e55\uff0c\u8fd9\u6b21 DASH \u4e5f\u5bf9\u9f50\u4e86\uff1a\u64ad\u653e DASH \u6d41\u65f6\u5185\u5d4c\u5b57\u5e55\u81ea\u52a8\u8fdb\u64ad\u653e\u5668\u5b57\u5e55\u5217\u8868\uff0c\u641c\u7d22\u3001\u7ffb\u8bd1\u3001\u53cc\u8bed\u5bf9\u7167\u3001\u5bfc\u51fa SRT \u90fd\u80fd\u7528\u3002\u96f6\u914d\u7f6e\uff0c\u64ad\u653e\u5373\u751f\u6548\u3002\r\n\r\n## 5. \u754c\u9762\u7ffb\u65b0\u4e86\u4e00\u7248\r\n\r\n\u8fd9\u4e2a\u7248\u672c\u540e\u534a\u7a0b\u57fa\u672c\u90fd\u5728\u6539\u754c\u9762\uff1a\r\n\r\n- \u63a7\u5236\u680f\u73b0\u4ee3\u5316\uff1a\u663e\u9690\u8fc7\u6e21\u66f4\u987a\u6ed1\uff0c\u81ea\u52a8\u9690\u85cf\u66f4\u5feb\uff0c\u6682\u505c\u65f6\u4e0d\u518d\u81ea\u52a8\u85cf\u8d77\u6765\r\n- \u8bbe\u7f6e\u83dc\u5355\u91cd\u6784\u6210\u300c\u9996\u9875 \u2192 \u5b50\u9875\u300d\uff1a\u500d\u901f\u3001\u6e05\u6670\u5ea6\u8fd9\u4e9b\u6536\u7eb3\u8fdb\u9f7f\u8f6e\u83dc\u5355\uff0c\u9996\u9875\u76f4\u63a5\u663e\u793a\u5f53\u524d\u503c\uff1b\u622a\u56fe\u3001\u6295\u5c4f\u3001\u753b\u4e2d\u753b\u5e73\u94fa\u6210\u78c1\u8d34\uff0c\u70b9\u4e86\u5c31\u8d70\r\n- \u684c\u9762\u548c\u79fb\u52a8\u7aef\u98ce\u683c\u7edf\u4e00\u4e86\r\n\r\n## 6. \u4e0a\u62c9\u7f29\u7565\u56fe\u6761\r\n\r\n\u914d\u7f6e\u4e86\u7f29\u7565\u56fe\u7684\u8bdd\uff0c\u6309\u4f4f\u8fdb\u5ea6\u6761\u5f80\u4e0a\u62c9\uff0c\u4f1a\u5c55\u5f00\u4e00\u6574\u884c\u5bbd\u7684\u7f29\u7565\u56fe\u6761\uff0c\u767d\u8272\u51c6\u661f\u5bf9\u9f50\u5f53\u524d\u4f4d\u7f6e\u3002\u53ef\u4ee5\u62d6\u52a8\u9010\u5e27\u6d4f\u89c8\uff0c\u4e5f\u53ef\u4ee5\u76f4\u63a5\u70b9\u51fb\u76ee\u6807\u5e27\u8df3\u8f6c\uff1b\u70b9\u9519\u4e86\u53d6\u6d88\uff0c\u56de\u5230\u539f\u8fdb\u5ea6\u7ee7\u7eed\u64ad\u3002\u51e0\u5341\u5206\u949f\u7684\u89c6\u9891\u91cc\u627e\u67d0\u4e2a\u753b\u9762\uff0c\u4e0d\u7528\u6765\u56de\u62d6\u8fdb\u5ea6\u6761\u78b0\u8fd0\u6c14\u4e86\u3002\r\n\r\n## 7. \u5176\u4ed6\u66f4\u65b0\r\n\r\n- \u6570\u5b57\u952e 1-9 \u6309\u767e\u5206\u6bd4\u8df3\u8f6c\uff08 1 \u662f 10%\uff0c9 \u662f 90%\uff09\uff0c0 \u4ece\u5934\u91cd\u64ad\uff1b\u97f3\u91cf\u6761\u652f\u6301\u6eda\u8f6e\u8c03\u8282\r\n- \u79fb\u52a8\u7aef\u83dc\u5355\u6539\u6210\u5e95\u90e8\u6ed1\u51fa\u7684\u9762\u677f\uff0c\u884c\u9ad8\u5f00\u5173\u90fd\u52a0\u5927\u4e86\uff1b\u5c0f\u5c4f\u4e0b\u63a7\u5236\u680f\u6b21\u5e38\u7528\u6309\u94ae\u81ea\u52a8\u6298\u53e0\u6536\u7eb3\r\n- \u8fdb\u5ea6\u6761\u7ae0\u8282\u6539\u6210\u5206\u6bb5\u7f1d\u9699\u6837\u5f0f\uff0c\u64ad\u653e\u8fdb\u5ea6\u4e00\u773c\u80fd\u770b\u6e05\uff1b\u9644\u6ce8\u6807\u8bb0\u53ef\u4ee5\u76f4\u63a5\u70b9\u4e86\u8df3\u5230\u5bf9\u5e94\u65f6\u523b\r\n- \u6ca1\u914d\u6d77\u62a5\u7684\u89c6\u9891\u81ea\u52a8\u7528\u9996\u5e27\u5f53\u5c01\u9762\uff1b\u5b57\u5e55\u652f\u6301\u81ea\u7531\u62d6\u4f4d\u7f6e\r\n\r\n---\r\n\r\n## \u76f8\u5173\u94fe\u63a5\r\n\r\n- \u5b98\u7f51\uff1a https://www.zwplayer.com\r\n- \u5728\u7ebf\u8bd5\u73a9\uff1a https://www.zwplayer.com/zh/tools/videoplayer/\r\n- \u4e0b\u8f7d\uff1a https://cdn.zwplayer.com/v3.3.2/zwplayer.zip\r\n- GitHub Releases\uff1a https://github.com/chenfanyu/zwplayer-release/releases\r\n- Gitee Releases\uff1a https://gitee.com/chenfanyu/zwplayer-release/releases\r\n- \u66f4\u65b0\u65e5\u5fd7\uff1a https://www.zwplayer.com/zh/pages/company/changelog.html\r\n\r\n\u5347\u7ea7\u8fd8\u662f\u66ff\u6362 zwplayer.js \u90a3\u4e00\u5957\uff0c\u5411\u540e\u517c\u5bb9\uff0c\u65b0\u529f\u80fd\u9ed8\u8ba4\u4e0d\u542f\u7528\u3002\r\n\r\n---\r\n\r\n\u6709\u95ee\u9898\u6216\u5efa\u8bae\u6b22\u8fce\u56de\u5e16\uff0c\u4e5f\u53ef\u4ee5\u52a0\u5fae\u4fe1 zwplayerX \u4ea4\u6d41\u3002", "content_rendered": "\u4e4b\u524d\u5728 V2EX \u5206\u4eab\u8fc7 v3.3.0 \u548c v3.3.1 \u7684\u66f4\u65b0\uff0c\u6536\u5230\u4e0d\u5c11\u53cd\u9988\uff0c\u611f\u8c22\u5404\u4f4d\u3002v3.3.2 \u6298\u817e\u4e86\u4e00\u9635\u5b50\u624d\u53d1\u51fa\u6765\uff0c\u8fd9\u6b21\u66f4\u65b0\u91cf\u6bd4\u8f83\u5927\uff0c\u6765\u540c\u6b65\u4e00\u4e0b\u3002
\n\u8001\u89c4\u77e9\u5148\u4ecb\u7ecd\u4e0b\uff1aZWPlayer \u662f\u4e00\u4e2a\u514d\u8d39\u7684\u7f51\u9875\u89c6\u9891\u64ad\u653e\u5668\uff0c\u7eaf\u524d\u7aef\uff0c\u5355\u4e2a JS \u6587\u4ef6\u5f15\u5165\u5c31\u80fd\u7528\uff0c\u652f\u6301 HLS / DASH / FLV / WebRTC / RTSP \uff0c\u4e0d\u4f9d\u8d56 CDN \uff0c\u5185\u7f51\u4e5f\u80fd\u8dd1\u3002\u524d\u4e24\u4e2a\u7248\u672c\u505a\u4e86\u4ea4\u4e92\u6807\u6ce8\u3001\u9632\u5f55\u5c4f\u6c34\u5370\u3001\u64ad\u653e\u5217\u8868\u3001VR \u5168\u666f\u3001\u591a\u97f3\u8f68\u8fd9\u4e9b\u3002
\n\u53ef\u4ee5\u5728\u6b63\u7247\u64ad\u653e\u524d\u540e\u63d2\u81ea\u5df1\u7684\u5ba3\u4f20\u7247\uff08 pre-roll / post-roll \uff09\uff1a
\n\u81ea\u6709\u9891\u9053\u3001\u4f01\u4e1a\u5185\u8bad\u5e73\u53f0\u3001\u77e5\u8bc6\u4ed8\u8d39\u7ad9\u70b9\uff0c\u4e0d\u63a5\u7b2c\u4e09\u65b9\u5e7f\u544a\u7cfb\u7edf\u4e5f\u80fd\u628a\u300c\u5185\u5bb9 + \u53d8\u73b0\u300d\u7684\u95ed\u73af\u505a\u4e86\u3002
\n\u65b0\u589e mode \u914d\u7f6e\uff0c\u4e24\u4e2a\u65b0\u5f62\u6001\u6bd4\u8f83\u6709\u610f\u601d\uff1a
\u66f4\u7701\u5fc3\u7684\u662f\u6df7\u5408\u64ad\u653e\u5217\u8868\uff1a\u4e00\u4efd\u5217\u8868\u91cc\u89c6\u9891\u548c\u97f3\u9891\u6df7\u7740\u653e\uff0c\u64ad\u653e\u5668\u81ea\u52a8\u8bc6\u522b\u5185\u5bb9\u7c7b\u578b\u5207\u6362\u5f62\u6001\u2014\u2014\u64ad\u5230\u97f3\u9891\u51fa\u97f3\u4e50\u9762\u677f\uff0c\u5207\u56de\u89c6\u9891\u8fd8\u539f\uff0c\u4e0d\u7528\u5199\u4e00\u884c\u5224\u65ad\u4ee3\u7801\u3002
\n\u5b57\u5e55\u641c\u7d22\u4ece\u300c\u5355\u4e2a\u89c6\u9891\u5185\u641c\u300d\u5347\u7ea7\u6210\u4e86\u8de8\u89c6\u9891\u5168\u6587\u68c0\u7d22\uff1a\u8f93\u5165\u53f0\u8bcd\u5173\u952e\u8bcd\uff0c\u64ad\u653e\u5668\u628a\u5217\u8868\u91cc\u6240\u6709\u89c6\u9891\u7684\u5b57\u5e55\u90fd\u641c\u4e00\u904d\uff0c\u7ed3\u679c\u6309\u89c6\u9891\u5206\u7ec4\uff0c\u6807\u6ce8\u6e05\u695a\u51fa\u81ea\u54ea\u4e00\u96c6\u3001\u7b2c\u51e0\u5206\u7b2c\u51e0\u79d2\uff0c\u70b9\u51fb\u76f4\u63a5\u8df3\u5230\u53f0\u8bcd\u4f4d\u7f6e\u3002
\n\u8ffd\u5267\u627e\u53f0\u8bcd\u3001\u8bfe\u7a0b\u627e\u77e5\u8bc6\u70b9\u3001\u4f1a\u8bae\u56de\u653e\u627e\u53d1\u8a00\uff0c\u6bd4\u4e00\u96c6\u96c6\u7ffb\u5feb\u5f97\u591a\u3002\u641c\u5230\u4e4b\u540e\u8fd8\u80fd\u6309\u5b57\u5e55\u6761\u76ee\u5faa\u73af\u64ad\u653e\u3001\u81ea\u5b9a\u4e49 A-B \u6bb5\u53cd\u590d\u542c\u3002
\nv3.3.0 \u7684\u65f6\u5019 HLS \u5185\u5d4c\u5b57\u5e55\u53ef\u4ee5\u81ea\u52a8\u9884\u4e0b\u8f7d\u62fc\u6210\u5b8c\u6574\u5b57\u5e55\uff0c\u8fd9\u6b21 DASH \u4e5f\u5bf9\u9f50\u4e86\uff1a\u64ad\u653e DASH \u6d41\u65f6\u5185\u5d4c\u5b57\u5e55\u81ea\u52a8\u8fdb\u64ad\u653e\u5668\u5b57\u5e55\u5217\u8868\uff0c\u641c\u7d22\u3001\u7ffb\u8bd1\u3001\u53cc\u8bed\u5bf9\u7167\u3001\u5bfc\u51fa SRT \u90fd\u80fd\u7528\u3002\u96f6\u914d\u7f6e\uff0c\u64ad\u653e\u5373\u751f\u6548\u3002
\n\u8fd9\u4e2a\u7248\u672c\u540e\u534a\u7a0b\u57fa\u672c\u90fd\u5728\u6539\u754c\u9762\uff1a
\n\u914d\u7f6e\u4e86\u7f29\u7565\u56fe\u7684\u8bdd\uff0c\u6309\u4f4f\u8fdb\u5ea6\u6761\u5f80\u4e0a\u62c9\uff0c\u4f1a\u5c55\u5f00\u4e00\u6574\u884c\u5bbd\u7684\u7f29\u7565\u56fe\u6761\uff0c\u767d\u8272\u51c6\u661f\u5bf9\u9f50\u5f53\u524d\u4f4d\u7f6e\u3002\u53ef\u4ee5\u62d6\u52a8\u9010\u5e27\u6d4f\u89c8\uff0c\u4e5f\u53ef\u4ee5\u76f4\u63a5\u70b9\u51fb\u76ee\u6807\u5e27\u8df3\u8f6c\uff1b\u70b9\u9519\u4e86\u53d6\u6d88\uff0c\u56de\u5230\u539f\u8fdb\u5ea6\u7ee7\u7eed\u64ad\u3002\u51e0\u5341\u5206\u949f\u7684\u89c6\u9891\u91cc\u627e\u67d0\u4e2a\u753b\u9762\uff0c\u4e0d\u7528\u6765\u56de\u62d6\u8fdb\u5ea6\u6761\u78b0\u8fd0\u6c14\u4e86\u3002
\n\u5347\u7ea7\u8fd8\u662f\u66ff\u6362 zwplayer.js \u90a3\u4e00\u5957\uff0c\u5411\u540e\u517c\u5bb9\uff0c\u65b0\u529f\u80fd\u9ed8\u8ba4\u4e0d\u542f\u7528\u3002
\n\u6709\u95ee\u9898\u6216\u5efa\u8bae\u6b22\u8fce\u56de\u5e16\uff0c\u4e5f\u53ef\u4ee5\u52a0\u5fae\u4fe1 zwplayerX \u4ea4\u6d41\u3002
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0.4x\r\n\r\nGrok\uff1a\u5145\u503c\u524d 1.0x \uff0c\u5145\u503c\u540e 0.4x\r\n\r\nClaude \uff08 Kiro \uff09\uff1a\u5145\u503c\u524d 1.0x \uff0c\u5145\u503c\u540e 0.8x\r\n\r\nGPT-6 Astra \u5f52\u5728 GPT \u5206\u7ec4\uff0c\u5145\u503c\u540e\u6309\u7167 GPT \u5206\u7ec4\u7684 0.4x \u8ba1\u8d39\u3002\r\n\r\n\u76ee\u524d\u5e73\u53f0\u7edf\u4e00\u6309\u7167 1 \u5143 = 1 \u7f8e\u5143\u989d\u5ea6\u8ba1\u7b97\u3002\r\n\r\n\u5145\u503c\u540e\u5bf9\u5e94\u4f4e\u500d\u7387\u4f1a\u81ea\u52a8\u751f\u6548\uff0c\u5145\u503c\u4f59\u989d\u548c\u7b26\u5408\u6761\u4ef6\u7684\u6d3b\u52a8\u8d60\u9001\u4f59\u989d\u5747\u6309\u7167\u5bf9\u5e94\u5206\u7ec4\u500d\u7387\u4f7f\u7528\u3002\r\n\r\nKiro \u7f13\u5b58\u6062\u590d\r\n\r\n\u4e4b\u524d Kiro \u6bd4\u8f83\u5f71\u54cd\u957f\u4e0a\u4e0b\u6587\u4f7f\u7528\u4f53\u9a8c\u7684\u95ee\u9898\u4e4b\u4e00\u5c31\u662f\u7f13\u5b58\uff0c\u76ee\u524d\u7f13\u5b58\u7ebf\u8def\u5df2\u7ecf\u6062\u590d\u3002\r\n\r\n\u5bf9\u4e8e Claude Code \u3001\u957f\u5bf9\u8bdd\u3001\u4ee3\u7801\u4ed3\u5e93\u5206\u6790\u3001Agent \u7b49\u573a\u666f\uff0c\u9664\u4e86\u8868\u9762\u7684\u6a21\u578b\u500d\u7387\uff0c\u7f13\u5b58\u662f\u5426\u6b63\u5e38\u4e5f\u4f1a\u76f4\u63a5\u5f71\u54cd\u5b9e\u9645 Token \u6d88\u8017\u3002\r\n\r\n\u76ee\u524d\u7684\u5145\u503c\u6d3b\u52a8\r\n\r\n\u73b0\u5728\u5145\u503c\u529f\u80fd\u6b63\u5e38\u5f00\u653e\uff0c\u540c\u65f6\u5df2\u7ecf\u4e0a\u7ebf\u4e86\u5145\u503c\u8d60\u4f59\u989d\u798f\u5229\u3002\u5177\u4f53\u8d60\u9001\u6863\u4f4d\u548c\u6d3b\u52a8\u89c4\u5219\u53ef\u80fd\u4f1a\u8c03\u6574\uff0c\u6240\u4ee5\u8fd9\u91cc\u4e0d\u628a\u91d1\u989d\u5199\u6b7b\uff0c\u76f4\u63a5\u4ee5\u7ad9\u5185\u5145\u503c\u9875\u9762\u5f53\u524d\u5c55\u793a\u4e3a\u51c6\u3002\r\n\r\n\u5173\u4e8e\u4e4b\u524d\u7684\u6ce8\u518c / \u9080\u8bf7\u6d3b\u52a8\r\n\r\n\u4e4b\u524d TrueSOTA \u505a\u8fc7\u65b0\u7528\u6237\u6ce8\u518c\u9001\u989d\u5ea6\u3001\u9080\u8bf7\u597d\u53cb\u9001\u989d\u5ea6\uff0c\u76ee\u524d\u8fd9\u4e24\u4e2a\u6d3b\u52a8\u5747\u5df2\u7ecf\u7ed3\u675f\u3002\r\n\r\n\u5982\u679c\u662f\u5728\u6d3b\u52a8\u6709\u6548\u671f\u5185\u5b8c\u6210\u9080\u8bf7\uff0c\u4f46\u5f53\u65f6\u5b58\u5728\u5956\u52b1\u672a\u5230\u8d26\u7b49\u5f02\u5e38\uff0c\u53ef\u4ee5\u7ee7\u7eed\u63d0\u4ea4\u4fe1\u606f\u8fdb\u884c\u6838\u67e5\uff1b\u6d3b\u52a8\u7ed3\u675f\u540e\u7684\u65b0\u6ce8\u518c\u548c\u65b0\u9080\u8bf7\u4e0d\u518d\u6309\u7167\u65e7\u89c4\u5219\u53d1\u653e\u5956\u52b1\u3002\r\n\r\n\u73b0\u5728\u7684\u5e73\u53f0\u4f7f\u7528\u65b9\u5f0f\r\n\r\n\u76ee\u524d\u4e3b\u8981\u662f\uff1a\u6ce8\u518c \u2192 \u5145\u503c\u4f59\u989d \u2192 \u81ea\u52a8\u8fdb\u5165\u5bf9\u5e94\u4f18\u60e0\u5206\u7ec4 \u2192 \u521b\u5efa API Key \u4f7f\u7528\u3002\r\n\r\n\u63a7\u5236\u53f0\u53ef\u4ee5\u67e5\u770b\u4f59\u989d\u3001\u4f7f\u7528\u8bb0\u5f55\u3001API Key \u548c\u6a21\u578b\u60c5\u51b5\u3002\u4f7f\u7528\u8fc7\u7a0b\u4e2d\u9047\u5230\u6a21\u578b\u8c03\u7528\u3001\u4f59\u989d\u6263\u8d39\u3001\u8d26\u53f7\u3001\u5386\u53f2\u9080\u8bf7\u5956\u52b1\u7b49\u95ee\u9898\uff0c\u73b0\u5728\u4e5f\u53ef\u4ee5\u76f4\u63a5\u901a\u8fc7\u5b98\u7f51\u7684\u95ee\u9898\u53cd\u9988\u5165\u53e3\u63d0\u4ea4\u3002\r\n\r\n\u5ba2\u670d\u90ae\u7bb1\uff1a support@truesota.com\r\n\r\n\u4e4b\u524d\u8fd9\u6bb5\u65f6\u95f4\u7ebf\u8def\u786e\u5b9e\u7ecf\u5386\u8fc7\u4e00\u4e9b\u8c03\u6574\uff0c\u8fd9\u6b21\u5c31\u4e0d\u628a\u5386\u53f2\u8fc7\u7a0b\u5168\u90e8\u91cd\u65b0\u5c55\u5f00\u4e86\u3002\u73b0\u5728\u6700\u4e3b\u8981\u7684\u53d8\u5316\u53ef\u4ee5\u6982\u62ec\u6210\uff1aGPT \u56de\u6765\u4e86\uff0cGPT-6 Astra \u548c Grok \u5df2\u4e0a\u7ebf\uff0cKiro \u7f13\u5b58\u6062\u590d\uff0c\u540c\u65f6\u5145\u503c\u540e\u7684 GPT/Grok \u4e3a 0.4x \u3001Kiro \u4e3a 0.8x \u3002\r\n\r\n\u540e\u7eed\u6a21\u578b\u3001\u7ebf\u8def\u548c\u6d3b\u52a8\u5982\u679c\u6709\u65b0\u7684\u53d8\u5316\uff0c\u4e5f\u4f1a\u7ee7\u7eed\u540c\u6b65\u3002\r\n\r\nTrueSOTA\uff1a https://true-sota.com/?from=v2ex", "content_rendered": "\u6709\u4e00\u6bb5\u65f6\u95f4\u6ca1\u6709\u5728 V2EX \u66f4\u65b0 TrueSOTA \u7684\u60c5\u51b5\u4e86\uff0c\u6700\u8fd1\u5e73\u53f0\u7684\u6a21\u578b\u7ebf\u8def\u3001\u500d\u7387\u548c\u6d3b\u52a8\u90fd\u6709\u6bd4\u8f83\u5927\u7684\u8c03\u6574\uff0c\u6240\u4ee5\u7edf\u4e00\u540c\u6b65\u4e00\u4e0b\u76ee\u524d\u7684\u6700\u65b0\u72b6\u6001\u3002
\n\u76ee\u524d\u7684\u6a21\u578b\u60c5\u51b5
\n\u8fd1\u671f\u4e3b\u8981\u6709\u51e0\u9879\u66f4\u65b0\uff1a
\n\u5177\u4f53\u53ef\u7528\u6a21\u578b\u8fd8\u662f\u4ee5\u63a7\u5236\u53f0\u5b9e\u65f6\u663e\u793a\u4e3a\u51c6\u3002
\n\u5f53\u524d\u500d\u7387
\n\u76ee\u524d\u5145\u503c\u524d\u540e\u91c7\u7528\u4e0d\u540c\u7684\u6a21\u578b\u5206\u7ec4\u500d\u7387\uff1a
\nGPT\uff1a\u5145\u503c\u524d 1.0x \uff0c\u5145\u503c\u540e 0.4x
\nGrok\uff1a\u5145\u503c\u524d 1.0x \uff0c\u5145\u503c\u540e 0.4x
\nClaude \uff08 Kiro \uff09\uff1a\u5145\u503c\u524d 1.0x \uff0c\u5145\u503c\u540e 0.8x
\nGPT-6 Astra \u5f52\u5728 GPT \u5206\u7ec4\uff0c\u5145\u503c\u540e\u6309\u7167 GPT \u5206\u7ec4\u7684 0.4x \u8ba1\u8d39\u3002
\n\u76ee\u524d\u5e73\u53f0\u7edf\u4e00\u6309\u7167 1 \u5143 = 1 \u7f8e\u5143\u989d\u5ea6\u8ba1\u7b97\u3002
\n\u5145\u503c\u540e\u5bf9\u5e94\u4f4e\u500d\u7387\u4f1a\u81ea\u52a8\u751f\u6548\uff0c\u5145\u503c\u4f59\u989d\u548c\u7b26\u5408\u6761\u4ef6\u7684\u6d3b\u52a8\u8d60\u9001\u4f59\u989d\u5747\u6309\u7167\u5bf9\u5e94\u5206\u7ec4\u500d\u7387\u4f7f\u7528\u3002
\nKiro \u7f13\u5b58\u6062\u590d
\n\u4e4b\u524d Kiro \u6bd4\u8f83\u5f71\u54cd\u957f\u4e0a\u4e0b\u6587\u4f7f\u7528\u4f53\u9a8c\u7684\u95ee\u9898\u4e4b\u4e00\u5c31\u662f\u7f13\u5b58\uff0c\u76ee\u524d\u7f13\u5b58\u7ebf\u8def\u5df2\u7ecf\u6062\u590d\u3002
\n\u5bf9\u4e8e Claude Code \u3001\u957f\u5bf9\u8bdd\u3001\u4ee3\u7801\u4ed3\u5e93\u5206\u6790\u3001Agent \u7b49\u573a\u666f\uff0c\u9664\u4e86\u8868\u9762\u7684\u6a21\u578b\u500d\u7387\uff0c\u7f13\u5b58\u662f\u5426\u6b63\u5e38\u4e5f\u4f1a\u76f4\u63a5\u5f71\u54cd\u5b9e\u9645 Token \u6d88\u8017\u3002
\n\u76ee\u524d\u7684\u5145\u503c\u6d3b\u52a8
\n\u73b0\u5728\u5145\u503c\u529f\u80fd\u6b63\u5e38\u5f00\u653e\uff0c\u540c\u65f6\u5df2\u7ecf\u4e0a\u7ebf\u4e86\u5145\u503c\u8d60\u4f59\u989d\u798f\u5229\u3002\u5177\u4f53\u8d60\u9001\u6863\u4f4d\u548c\u6d3b\u52a8\u89c4\u5219\u53ef\u80fd\u4f1a\u8c03\u6574\uff0c\u6240\u4ee5\u8fd9\u91cc\u4e0d\u628a\u91d1\u989d\u5199\u6b7b\uff0c\u76f4\u63a5\u4ee5\u7ad9\u5185\u5145\u503c\u9875\u9762\u5f53\u524d\u5c55\u793a\u4e3a\u51c6\u3002
\n\u5173\u4e8e\u4e4b\u524d\u7684\u6ce8\u518c / \u9080\u8bf7\u6d3b\u52a8
\n\u4e4b\u524d TrueSOTA \u505a\u8fc7\u65b0\u7528\u6237\u6ce8\u518c\u9001\u989d\u5ea6\u3001\u9080\u8bf7\u597d\u53cb\u9001\u989d\u5ea6\uff0c\u76ee\u524d\u8fd9\u4e24\u4e2a\u6d3b\u52a8\u5747\u5df2\u7ecf\u7ed3\u675f\u3002
\n\u5982\u679c\u662f\u5728\u6d3b\u52a8\u6709\u6548\u671f\u5185\u5b8c\u6210\u9080\u8bf7\uff0c\u4f46\u5f53\u65f6\u5b58\u5728\u5956\u52b1\u672a\u5230\u8d26\u7b49\u5f02\u5e38\uff0c\u53ef\u4ee5\u7ee7\u7eed\u63d0\u4ea4\u4fe1\u606f\u8fdb\u884c\u6838\u67e5\uff1b\u6d3b\u52a8\u7ed3\u675f\u540e\u7684\u65b0\u6ce8\u518c\u548c\u65b0\u9080\u8bf7\u4e0d\u518d\u6309\u7167\u65e7\u89c4\u5219\u53d1\u653e\u5956\u52b1\u3002
\n\u73b0\u5728\u7684\u5e73\u53f0\u4f7f\u7528\u65b9\u5f0f
\n\u76ee\u524d\u4e3b\u8981\u662f\uff1a\u6ce8\u518c \u2192 \u5145\u503c\u4f59\u989d \u2192 \u81ea\u52a8\u8fdb\u5165\u5bf9\u5e94\u4f18\u60e0\u5206\u7ec4 \u2192 \u521b\u5efa API Key \u4f7f\u7528\u3002
\n\u63a7\u5236\u53f0\u53ef\u4ee5\u67e5\u770b\u4f59\u989d\u3001\u4f7f\u7528\u8bb0\u5f55\u3001API Key \u548c\u6a21\u578b\u60c5\u51b5\u3002\u4f7f\u7528\u8fc7\u7a0b\u4e2d\u9047\u5230\u6a21\u578b\u8c03\u7528\u3001\u4f59\u989d\u6263\u8d39\u3001\u8d26\u53f7\u3001\u5386\u53f2\u9080\u8bf7\u5956\u52b1\u7b49\u95ee\u9898\uff0c\u73b0\u5728\u4e5f\u53ef\u4ee5\u76f4\u63a5\u901a\u8fc7\u5b98\u7f51\u7684\u95ee\u9898\u53cd\u9988\u5165\u53e3\u63d0\u4ea4\u3002
\n\u5ba2\u670d\u90ae\u7bb1\uff1a support@truesota.com
\n\u4e4b\u524d\u8fd9\u6bb5\u65f6\u95f4\u7ebf\u8def\u786e\u5b9e\u7ecf\u5386\u8fc7\u4e00\u4e9b\u8c03\u6574\uff0c\u8fd9\u6b21\u5c31\u4e0d\u628a\u5386\u53f2\u8fc7\u7a0b\u5168\u90e8\u91cd\u65b0\u5c55\u5f00\u4e86\u3002\u73b0\u5728\u6700\u4e3b\u8981\u7684\u53d8\u5316\u53ef\u4ee5\u6982\u62ec\u6210\uff1aGPT \u56de\u6765\u4e86\uff0cGPT-6 Astra \u548c Grok \u5df2\u4e0a\u7ebf\uff0cKiro \u7f13\u5b58\u6062\u590d\uff0c\u540c\u65f6\u5145\u503c\u540e\u7684 GPT/Grok \u4e3a 0.4x \u3001Kiro \u4e3a 0.8x \u3002
\n\u540e\u7eed\u6a21\u578b\u3001\u7ebf\u8def\u548c\u6d3b\u52a8\u5982\u679c\u6709\u65b0\u7684\u53d8\u5316\uff0c\u4e5f\u4f1a\u7ee7\u7eed\u540c\u6b65\u3002
\nTrueSOTA\uff1a https://true-sota.com/?from=v2ex
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\nhttps://github.com/chess99/nas-find
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\n\u51e0\u4e2a\u65b9\u6848\u7684\u53d6\u820d\uff1a
\n| \u65b9\u6848 | \n\u4f18\u70b9 | \n\u53d6\u820d | \n
|---|---|---|
| Everything \uff0b\u7f51\u7edc\u6587\u4ef6\u5939 | \n\u65e0\u9700\u90e8\u7f72 NAS \u670d\u52a1\uff0c\u652f\u6301\u5927\u5c0f\u3001\u65e5\u671f\u7b5b\u9009 | \n\u4ec5 Windows \uff0c\u5404\u7535\u8111\u5206\u522b\u7ef4\u62a4\u7f51\u7edc\u6587\u4ef6\u5939\u7d22\u5f15 | \n
| NAS Find | \nWindows \u3001Mac \u548c\u7f51\u9875\u5171\u7528 NAS \u7d22\u5f15 | \n\u9700\u90e8\u7f72\u670d\u52a1\uff0c\u6682\u4e0d\u652f\u6301\u5927\u5c0f\u3001\u65e5\u671f\u7b5b\u9009 | \n
| kodbox | \n\u7f16\u8f91\u3001\u5206\u4eab\u3001\u534f\u4f5c\u4e0e\u6587\u4ef6\u7ba1\u7406\u9f50\u5168 | \n\u8981\u7ef4\u62a4 Web \u670d\u52a1\u4e0e\u6570\u636e\u5e93 | \n
| sist2 | \n\u6b63\u6587\u3001\u5143\u6570\u636e\u641c\u7d22\u4e0e\u7f29\u7565\u56fe | \n\u5185\u5bb9\u63d0\u53d6\u4e0e\u7f29\u7565\u56fe\u751f\u6210\u589e\u52a0\u7d22\u5f15\u5904\u7406\u91cf | \n
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\uff0c\u5b8c\u6210\u524d\u540e\u7aef\u4e0e\u6a21\u578b\u96c6\u6210\uff0c\u652f\u6301\u77e5\u8bc6\u95ee\u7b54\u3001\u4e1a\u52a1\u67e5\u8be2\u548c\u4eba\u5de5\u5ba1\u6279\uff0c\u5e76\u56f4\u7ed5\u56de\u7b54\u8d28\u91cf\u3001\u6743\u9650\u63a7\u5236\u53ca\u9632\u91cd\u590d\u6267\u884c\u8bbe\u8ba1\u6821\u9a8c\u4e0e\u6d4b\u8bd5\u3002\r\n\r\n\u5e0c\u671b\u627e\u5230\u4e00\u4e2a\u53ef\u4ee5\u6301\u7eed\u53c2\u4e0e\u4ea7\u54c1\u5efa\u8bbe\u7684\u56e2\u961f\u3002\u51fa\u4e8e\u4e2a\u4eba\u98ce\u9669\u504f\u597d\uff0c\u4e0d\u8003\u8651 Web3 \u53ca\u7070\u4ea7\u4e1a\u52a1\u3002\r\n\r\n\r\n## \u9879\u76ee\u5c55\u793a\u4e0e\u8054\u7cfb\r\n\r\n**\u8be6\u7ec6\u9879\u76ee\u3001\u6280\u672f\u65b9\u6848\u548c\u6548\u679c\u5c55\u793a\u90fd\u5728\u4e2a\u4eba\u7f51\u7ad9\u91cc\uff0c\u611f\u5174\u8da3\u53ef\u4ee5\u770b\u770b\uff1a**\r\n\r\n- **\u4e2a\u4eba\u7f51\u7ad9**\uff1a[www.wx-work.com]( https://www.wx-work.com/)\r\n- **\u8054\u7cfb\u90ae\u7bb1**\uff1awx-work@outlook.com\r\n- \u7f51\u7ad9\u91cc\u4e5f\u6709\u5fae\u4fe1\u8054\u7cfb\u65b9\u5f0f\uff0c\u5b8c\u6574\u7b80\u5386\u53ef\u8054\u7cfb\u6211\u83b7\u53d6\u3002\r\n\r\n\r\n\r\n\u6709\u5408\u9002\u7684\u5c97\u4f4d\u6216\u5185\u63a8\u673a\u4f1a\uff0c\u6b22\u8fce\u8054\u7cfb\u3002\u611f\u8c22\u5927\u5bb6\uff01", "content_rendered": "\u4e0a\u4e2a\u6708\u6765 V \u7ad9\u6c42\u8fc7\u4e00\u6b21\u804c\uff1a\u201c\u8001\u677f\u7092\u5e01\u7834\u4ea7\u8dd1\u8def-\u6025\u9700\u8fdc\u7a0b\u5de5\u4f5c\u201d\u3002
\n\u4e0a\u6b21\u53d1\u5e16\u540e\uff0c\u867d\u7136\u8fd8\u6ca1\u627e\u5230\u5408\u9002\u7684\u673a\u4f1a\uff0c\u4f46\u6536\u5230\u4e86\u4e0d\u5c11\u670b\u53cb\u7684\u5173\u6ce8\u548c\u5efa\u8bae\uff0c\u611f\u8c22\u5927\u5bb6\u3002
\n\u6700\u8fd1\u91cd\u65b0\u68b3\u7406\u4e86\u9879\u76ee\u7ecf\u5386\uff0c\u4e5f\u66f4\u65b0\u4e86\u4e2a\u4eba\u7f51\u7ad9\uff0c\u7ee7\u7eed\u5bfb\u627e\u4e00\u4efd \u957f\u671f\u3001\u5168\u804c\u7684\u8fdc\u7a0b\u5de5\u4f5c\u3002
\n2020 \u5e74\u672c\u79d1\u6bd5\u4e1a\uff0c\u7ea6 6 \u5e74\u5f00\u53d1\u7ecf\u9a8c\uff0c\u8fd1 3 \u5e74\u4ee5\u8fdc\u7a0b\u9879\u76ee\u4e3a\u4e3b\u3002\u82f1\u8bed CET-6 \uff0c\u80fd\u591f\u9605\u8bfb\u82f1\u6587\u6280\u672f\u6587\u6863\u3001\u7406\u89e3\u82f1\u6587\u9700\u6c42\uff0c\u5e76\u8fdb\u884c\u9879\u76ee\u4e66\u9762\u6c9f\u901a\u3002
\n\u719f\u7ec3\u4f7f\u7528 Codex \u3001Cursor \u3001Claude Code \u7b49 AI \u5de5\u5177\uff0c\u80fd\u591f\u56f4\u7ed5\u590d\u6742\u9700\u6c42\u62c6\u89e3\u4efb\u52a1\u3001\u8bbe\u8ba1\u65b9\u6848\u3001\u5f00\u53d1\u8c03\u8bd5\u548c\u9a8c\u8bc1\u7ed3\u679c\uff0c\u7ed3\u5408\u81ea\u8eab\u5de5\u7a0b\u7ecf\u9a8c\uff0c\u9ad8\u6548\u5b8c\u6210\u4ece\u9700\u6c42\u5230\u4e0a\u7ebf\u7684\u9879\u76ee\u4ea4\u4ed8\u3002
\nPython \u540e\u7aef\uff1a\u57fa\u4e8e Python / Odoo \u5f00\u53d1\u8fc7\u6559\u57f9\u3001\u8003\u52e4\u3001\u534f\u4f1a\u7ba1\u7406\u7b49\u4f01\u4e1a\u7cfb\u7edf\uff0c\u80fd\u591f\u68b3\u7406\u590d\u6742\u4e1a\u52a1\u89c4\u5219\uff0c\u5b8c\u6210\u6570\u636e\u5efa\u6a21\u3001\u6743\u9650\u4e0e\u5de5\u4f5c\u6d41\u8bbe\u8ba1\u3001\u62a5\u8868\u53ca\u8de8\u7cfb\u7edf\u96c6\u6210\uff1b\u53e6\u6709 FastAPI \u3001Flask \u9879\u76ee\u5b9e\u8df5\u3002
\nTypeScript \u5168\u6808\uff1a\u4f7f\u7528 Next.js \u3001NestJS \u3001React Native \u7b49\u6280\u672f\u53c2\u4e0e\u6d77\u5916\u4ea7\u54c1\u5f00\u53d1\uff0c\u5de5\u4f5c\u8986\u76d6 Web \u3001\u79fb\u52a8\u7aef\u4e0e\u670d\u52a1\u7aef\uff0c\u80fd\u591f\u4ece\u9700\u6c42\u62c6\u89e3\u3001\u9875\u9762\u4ea4\u4e92\u3001API \u5f00\u53d1\u63a8\u8fdb\u5230\u8054\u8c03\u6d4b\u8bd5\u548c\u4e0a\u7ebf\u4ea4\u4ed8\u3002
\nAI \u5e94\u7528\uff1a\u5f00\u53d1\u8fc7\u57fa\u4e8e RAG \u7684\u77e5\u8bc6\u5e93\u95ee\u7b54\u7cfb\u7edf\u548c\u4e1a\u52a1 Agent \uff0c\u5b8c\u6210\u524d\u540e\u7aef\u4e0e\u6a21\u578b\u96c6\u6210\uff0c\u652f\u6301\u77e5\u8bc6\u95ee\u7b54\u3001\u4e1a\u52a1\u67e5\u8be2\u548c\u4eba\u5de5\u5ba1\u6279\uff0c\u5e76\u56f4\u7ed5\u56de\u7b54\u8d28\u91cf\u3001\u6743\u9650\u63a7\u5236\u53ca\u9632\u91cd\u590d\u6267\u884c\u8bbe\u8ba1\u6821\u9a8c\u4e0e\u6d4b\u8bd5\u3002
\n\u5e0c\u671b\u627e\u5230\u4e00\u4e2a\u53ef\u4ee5\u6301\u7eed\u53c2\u4e0e\u4ea7\u54c1\u5efa\u8bbe\u7684\u56e2\u961f\u3002\u51fa\u4e8e\u4e2a\u4eba\u98ce\u9669\u504f\u597d\uff0c\u4e0d\u8003\u8651 Web3 \u53ca\u7070\u4ea7\u4e1a\u52a1\u3002
\n\u8be6\u7ec6\u9879\u76ee\u3001\u6280\u672f\u65b9\u6848\u548c\u6548\u679c\u5c55\u793a\u90fd\u5728\u4e2a\u4eba\u7f51\u7ad9\u91cc\uff0c\u611f\u5174\u8da3\u53ef\u4ee5\u770b\u770b\uff1a
\n\u6709\u5408\u9002\u7684\u5c97\u4f4d\u6216\u5185\u63a8\u673a\u4f1a\uff0c\u6b22\u8fce\u8054\u7cfb\u3002\u611f\u8c22\u5927\u5bb6\uff01
\n", "last_modified": 1788869113, "replies": 0, "id": 1240488}, {"node": {"avatar_large": "https://cdn.v2ex.com/navatar/e034/fb6b/1233_large.png?m=1768183657", "name": "aisaas", "avatar_normal": "https://cdn.v2ex.com/navatar/e034/fb6b/1233_normal.png?m=1768183657", "title": "AI SaaS \u4ea7\u54c1\u63a8\u8350", "url": "https://www.v2ex.com/go/aisaas", "topics": 14, "footer": "", "header": "\u8fd9\u91cc\u662f\u5173\u4e8e AI \u76f8\u5173 SaaS \u4ea7\u54c1\u7684\u63a8\u8350\uff0c\u5e2e\u52a9\u60a8\u627e\u5230\u6700\u9002\u5408\u7684\u5de5\u5177\u548c\u670d\u52a1", "title_alternative": "AI SaaS \u4ea7\u54c1\u63a8\u8350", "avatar_mini": "https://cdn.v2ex.com/navatar/e034/fb6b/1233_mini.png?m=1768183657", "stars": 3, "founder_id": 722197, "aliases": [], "root": false, "id": 1233, "parent_node_name": null}, "member": {"id": 741248, "username": "Bill678", "url": "https://www.v2ex.com/u/Bill678", "website": null, "twitter": null, "psn": null, "github": null, "btc": null, "location": null, "tagline": null, "bio": null, "avatar_mini": "https://cdn.v2ex.com/gravatar/9126b9fea5b51723771dc70ff67ab9a7?s=24&d=retro", "avatar_normal": "https://cdn.v2ex.com/gravatar/9126b9fea5b51723771dc70ff67ab9a7?s=48&d=retro", "avatar_large": "https://cdn.v2ex.com/gravatar/9126b9fea5b51723771dc70ff67ab9a7?s=73&d=retro", "created": 1742737087, "last_modified": 1742737087, "pro": 0}, "last_reply_by": "", "last_touched": 1788868967, "title": "Seedance 2.5 Video Examples: Three Clips, Prompts, and Reference Images", "url": "https://www.v2ex.com/t/1240487", "created": 1788869087, "deleted": 0, "content": "I run the [Seedance 2.5 video generator]( https://seedance2-5.com/) website. Here are three Seedance 2.5 video examples from its homepage showcase, with the prompts displayed alongside them: a mechanical fantasy sequence, a character-led animation, and a focused video edit. These are existing showcase assets, not a new personal test batch. Follow each video link to inspect the moving footage.\r\n\r\n## 1. A clock opens into a mechanical fantasy\r\n\r\n\r\n\r\n[Watch the clock sequence]( https://static.seedance2-5.com/video/SD2.5-30s-Demo1.mp4)\r\n\r\n**Displayed reference:** a wordmark for the ending.\r\n\r\n\r\n\r\n**Prompt displayed on the homepage (unchanged):**\r\n\r\n> A premium, highly cinematic 30-second 3D motion-graphics sequence in a refined steampunk and retro-miniature style, built around continuous, fluid orbiting and push-through camera moves. [0\u201310s]: Begin with an extreme close-up of an antique brass clock face that miraculously unfolds into interlocking rings of rotating gears and volumetric mist. The camera dives through the machinery as a mechanical ornithopter spirals upward from a miniature canyon formed by stacks of weathered books. [10\u201320s]: Track forward along the ornithopter\u2019s flight path and pass seamlessly through an ornate brass zoetrope spinning at high speed, where the moving silhouettes of mechanical horses race inside. The light figures leap from the drum and the scene instantly becomes a brass levitating cable car gliding along glowing copper rails through a forest of mechanical gears, bathed in cinematic golden-hour light. [20\u201330s]: The camera glides gracefully downward to reveal an intricate wind-up wooden sailing ship beneath the car, cutting through rolling waves made of deep-blue glass. The end of the sea transforms seamlessly into a vast glowing moon. Silhouetted explorers carrying swaying lanterns struggle along a crystal-veined ridge beneath a star-filled sky. The camera spirals smoothly backward through ethereal clouds and returns to the monumental ticking brass clock face. In the final second, reveal the logo using `@Image1` as reference. Technical specifications: hyper-real mechanical textures, rich brass and gold tones, cinematic shallow depth of field, smooth and continuous seamless transitions, and an epic fantasy-adventure atmosphere.\r\n\r\nThe view moves from the clock into gears and follows a winged machine between stacks of books. Warm brass coloring carries across those shots, while shallow focus separates the foreground machinery from the background. The glowing horse appears inside an ornate frame, so the prompt's description of a zoetrope should be read as the request, not a literal account of every output detail.\r\n\r\n## 2. A desert lizard finds a grapefruit\r\n\r\n\r\n\r\n[Watch the lizard animation]( https://static.seedance2-5.com/video/SD2.5-%E7%A7%92%E7%BA%A7%E6%8E%8C%E6%8E%A7-Demo.mp4)\r\n\r\n**Character reference displayed with this example:**\r\n\r\n\r\n\r\n**Prompt displayed on the homepage (unchanged):**\r\n\r\n> Create a bright, polished 3D animated commercial with vivid fruit, refreshing juice and playful exaggeration. The cute, expressive desert horned lizard should follow `@Images1`, with soft natural light, tactile skin detail and dreamy macro depth of field. 0-3s: a scorching desert and an exhausted lizard. 3-6s: it discovers a cold, dew-covered grapefruit buried in the sand. 6-8s: it dives onto the fruit and hugs it in comic relief. 8-11s: the grapefruit cracks open and juice erupts like a tidal wave. 11-16s: translucent coral-pink juice floods the desert and turns it into a sparkling summer ocean; the lizard shifts from delight to alarm. 16-20s: it floats while clutching half a grapefruit like a life ring. 20-23s: cut to white with the Seedance grapefruit brand line. 23-29s: return to the lizard vacationing on the floating grapefruit in sunglasses with a drink. Keep the finish crisp, sunny, tactile and commercial.\r\n\r\nThe lizard starts low against the sand, then the framing tightens around the fruit before showing it hugging the grapefruit. Its horns and spotted coloring remain recognizable across these views, and the warm light emphasizes the fruit's surface droplets. \r\n\r\nThe prompt's timing runs through 29 seconds, while the displayed video file is about 25 seconds long. The requested timing differs from the finished clip.\r\n\r\n## 3. Remove bystanders from a cathedral scene\r\n\r\n\r\n\r\n[Watch the source video]( https://static.seedance2-5.com/video/SD2.5-%E7%BC%96%E8%BE%91-Demo1-1.mp4) \u00b7 [Watch the edited video]( https://static.seedance2-5.com/video/SD2.5-%E7%BC%96%E8%BE%91-Demo1-out.mov)\r\n\r\n**Reference:** a source video, rather than a still image.\r\n\r\n**Prompt displayed on the homepage (unchanged):**\r\n\r\n> Video edit: remove everyone from `@Video1` except the main subject.\r\n\r\nThe source shows people beside the pews, while the edited version shows the central aisle without those bystanders. A figure in a white dress walks through the low-angle composition, with the purple-lit rose window still visible behind her. Inspect the revealed pews and floor throughout playback.\r\n\r\n## Reuse the idea, then change one variable\r\n\r\nThese Seedance 2.5 prompts serve different purposes: the first describes a camera-led sequence, the second assigns character actions to story beats, and the third specifies a narrow edit.\r\n\r\nFor a variation, change one subject, action, or camera instruction. Try changing the lizard's interaction with the fruit while keeping its reference and lighting brief. This suggestion was not used for the displayed video. Reference tags belong to actual uploaded assets; copying the text alone does not supply those assets.\r\n\r\nOn the site, open **Generate**, then choose **Text to Video**, **Image to Video**, or **Media to Video** to match your input. Check **AI Model**: Seedance 2.5 and the initially selected Lite model are separate entries. Add inputs, review output controls and cost, then submit when ready. Generation requires sign-in.\r\n\r\nReturn to the [website]( https://seedance2-5.com/) to explore the examples and creator. In the cathedral edit, which would you check first: the walking subject's outline or the floor and pews revealed behind the removed people?", "content_rendered": "I run the Seedance 2.5 video generator website. Here are three Seedance 2.5 video examples from its homepage showcase, with the prompts displayed alongside them: a mechanical fantasy sequence, a character-led animation, and a focused video edit. These are existing showcase assets, not a new personal test batch. Follow each video link to inspect the moving footage.
\n![\"Preview](\"https://seedance2-5.com/imgs/video-posters/seedance25-30s-demo1.webp\"/)
Displayed reference: a wordmark for the ending.
\n![\"Reference](\"https://seedance2-5.com/imgs/reference-previews/seedance25-30-demo1-ref1.webp\"/)
Prompt displayed on the homepage (unchanged):
\n\n\nA premium, highly cinematic 30-second 3D motion-graphics sequence in a refined steampunk and retro-miniature style, built around continuous, fluid orbiting and push-through camera moves. [0\u201310s]: Begin with an extreme close-up of an antique brass clock face that miraculously unfolds into interlocking rings of rotating gears and volumetric mist. The camera dives through the machinery as a mechanical ornithopter spirals upward from a miniature canyon formed by stacks of weathered books. [10\u201320s]: Track forward along the ornithopter\u2019s flight path and pass seamlessly through an ornate brass zoetrope spinning at high speed, where the moving silhouettes of mechanical horses race inside. The light figures leap from the drum and the scene instantly becomes a brass levitating cable car gliding along glowing copper rails through a forest of mechanical gears, bathed in cinematic golden-hour light. [20\u201330s]: The camera glides gracefully downward to reveal an intricate wind-up wooden sailing ship beneath the car, cutting through rolling waves made of deep-blue glass. The end of the sea transforms seamlessly into a vast glowing moon. Silhouetted explorers carrying swaying lanterns struggle along a crystal-veined ridge beneath a star-filled sky. The camera spirals smoothly backward through ethereal clouds and returns to the monumental ticking brass clock face. In the final second, reveal the logo using
\n@Image1as reference. Technical specifications: hyper-real mechanical textures, rich brass and gold tones, cinematic shallow depth of field, smooth and continuous seamless transitions, and an epic fantasy-adventure atmosphere.
The view moves from the clock into gears and follows a winged machine between stacks of books. Warm brass coloring carries across those shots, while shallow focus separates the foreground machinery from the background. The glowing horse appears inside an ornate frame, so the prompt's description of a zoetrope should be read as the request, not a literal account of every output detail.
\n![\"Preview](\"https://seedance2-5.com/imgs/capability-video-posters/control-demo1-output.webp\"/)
Character reference displayed with this example:
\n![\"Reference](\"https://seedance2-5.com/imgs/capability-previews/control-demo1-image1.webp\"/)
Prompt displayed on the homepage (unchanged):
\n\n\nCreate a bright, polished 3D animated commercial with vivid fruit, refreshing juice and playful exaggeration. The cute, expressive desert horned lizard should follow
\n@Images1, with soft natural light, tactile skin detail and dreamy macro depth of field. 0-3s: a scorching desert and an exhausted lizard. 3-6s: it discovers a cold, dew-covered grapefruit buried in the sand. 6-8s: it dives onto the fruit and hugs it in comic relief. 8-11s: the grapefruit cracks open and juice erupts like a tidal wave. 11-16s: translucent coral-pink juice floods the desert and turns it into a sparkling summer ocean; the lizard shifts from delight to alarm. 16-20s: it floats while clutching half a grapefruit like a life ring. 20-23s: cut to white with the Seedance grapefruit brand line. 23-29s: return to the lizard vacationing on the floating grapefruit in sunglasses with a drink. Keep the finish crisp, sunny, tactile and commercial.
The lizard starts low against the sand, then the framing tightens around the fruit before showing it hugging the grapefruit. Its horns and spotted coloring remain recognizable across these views, and the warm light emphasizes the fruit's surface droplets.
\nThe prompt's timing runs through 29 seconds, while the displayed video file is about 25 seconds long. The requested timing differs from the finished clip.
\n![\"Output](\"https://seedance2-5.com/imgs/capability-video-posters/editing-demo1-output.webp\"/)
Watch the source video \u00b7 Watch the edited video
\nReference: a source video, rather than a still image.
\nPrompt displayed on the homepage (unchanged):
\n\n\nVideo edit: remove everyone from
\n@Video1except the main subject.
The source shows people beside the pews, while the edited version shows the central aisle without those bystanders. A figure in a white dress walks through the low-angle composition, with the purple-lit rose window still visible behind her. Inspect the revealed pews and floor throughout playback.
\nThese Seedance 2.5 prompts serve different purposes: the first describes a camera-led sequence, the second assigns character actions to story beats, and the third specifies a narrow edit.
\nFor a variation, change one subject, action, or camera instruction. Try changing the lizard's interaction with the fruit while keeping its reference and lighting brief. This suggestion was not used for the displayed video. Reference tags belong to actual uploaded assets; copying the text alone does not supply those assets.
\nOn the site, open Generate, then choose Text to Video, Image to Video, or Media to Video to match your input. Check AI Model: Seedance 2.5 and the initially selected Lite model are separate entries. Add inputs, review output controls and cost, then submit when ready. Generation requires sign-in.
\nReturn to the website to explore the examples and creator. In the cathedral edit, which would you check first: the walking subject's outline or the floor and pews revealed behind the removed people?
\n", "last_modified": 1788869087, "replies": 0, "id": 1240487}]