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noopener\">https://github.com/andy-shein-referral/shein-tech-referral-notes</a>&gt;"
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      "url": "https://www.v2ex.com/t/1226438", 
      "title": "AI \u5185\u5bb9\u7b56\u5212\u8d1f\u8d23\u4eba\uff08\u6570\u5b57\u4eba/\u5b9e\u65f6\u4e92\u52a8\u65b9\u5411\uff09- \u652f\u6301 \u517c\u804c/\u9879\u76ee\u5236/\u5168\u804c\u8fdc\u7a0b", 
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      "date_published": "2026-07-10T09:24:08+00:00", 
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\u95ee\u9898\u8bca\u65ad</strong>\uff1a\u4ece\u5931\u8d25\u6848\u4f8b\u51fa\u53d1\uff0c\u521d\u6b65\u5224\u65ad\u95ee\u9898\u5f52\u5c5e\u4e8e\u77e5\u8bc6\u5e93\u7f3a\u5931\u3001\u5b9e\u65f6\u4fe1\u606f\u7f3a\u5931\u3001\u4e8b\u5b9e\u6821\u9a8c\u7f3a\u5931\u3001\u4e0a\u4e0b\u6587\u72b6\u6001\u7f3a\u5931\u8fd8\u662f\u5bfc\u6f14\u51b3\u7b56\u7f3a\u5931\uff0c\u5c06\u6a21\u7cca\u7684\u4f53\u9a8c\u95ee\u9898\u8f6c\u5316\u4e3a\u53ef\u6267\u884c\u7684\u80fd\u529b\u7f3a\u53e3\u6e05\u5355\u3002</p>\n</li>\n<li>\n<p><strong>\u4e0e\u5de5\u7a0b\u56e2\u961f\u534f\u4f5c</strong>\uff1a\u5411 Agent \u5de5\u7a0b\u5e08\u8f93\u51fa\u5931\u8d25\u6837\u4f8b\u3001\u671f\u671b\u884c\u4e3a\u3001\u4e92\u52a8\u89c4\u5219\u548c\u9a8c\u6536\u6807\u51c6\uff0c\u63a8\u52a8\u7cfb\u7edf\u56f4\u7ed5\u6837\u4f8b\u548c\u6807\u51c6\u6301\u7eed\u8fed\u4ee3\u3002</p>\n</li>\n</ol>\n<h2>\u4efb\u804c\u8981\u6c42</h2>\n<ol>\n<li>\n<p>\u672c\u79d1\u53ca\u4ee5\u4e0a\u5b66\u5386\uff0c1 \u5e74\u4ee5\u4e0a AI \u5bf9\u8bdd\u4ea7\u54c1\u3001\u6e38\u620f\u53d9\u4e8b/\u4e92\u52a8\u7b56\u5212\u3001\u76f4\u64ad\u5185\u5bb9\u7b56\u5212\u6216 AI \u4ea7\u54c1/UX \u7814\u7a76\u76f8\u5173\u7ecf\u9a8c\u3002</p>\n</li>\n<li>\n<p>\u5bf9\u4e92\u52a8\u4f53\u9a8c\u6709\u654f\u9510\u7684\u5224\u65ad\u529b\uff0c\u80fd\u51c6\u786e\u533a\u5206\"\u50cf\u771f\u4eba\u4e3b\u64ad\"\u548c\"\u50cf\u5ba2\u670d\u673a\u5668\u4eba\"\uff0c\u80fd\u8bc6\u522b\u673a\u68b0\u611f\u3001\u89d2\u8272\u6f02\u79fb\u3001\u4e3b\u7ebf\u4e22\u5931\u7b49\u4f53\u9a8c\u95ee\u9898\u3002</p>\n</li>\n<li>\n<p>\u7406\u89e3 LLM \u57fa\u672c\u80fd\u529b\u4e0e\u5c40\u9650\uff0c\u4e86\u89e3 RAG/\u77e5\u8bc6\u5e93\u3001\u5de5\u5177\u8c03\u7528\u3001\u4e0a\u4e0b\u6587\u7a97\u53e3\u3001Prompt Policy \u3001\u5e7b\u89c9\u3001\u4e8b\u5b9e\u6821\u9a8c\u7b49\u6982\u5ff5\uff0c\u80fd\u4ee5\u6b64\u4e3a\u57fa\u7840\u8bca\u65ad Agent \u884c\u4e3a\u95ee\u9898\u3002</p>\n</li>\n<li>\n<p>\u5177\u5907\u5c06\u4e3b\u89c2\u4f53\u9a8c\u5224\u65ad\u8f6c\u5316\u4e3a\u7ed3\u6784\u5316\u6837\u4f8b\u548c\u8bc4\u6d4b\u6807\u51c6\u7684\u80fd\u529b\uff0c\u4e0d\u6b62\u6b65\u4e8e\"\u611f\u89c9\u4e0d\u5bf9\"\u3002</p>\n</li>\n<li>\n<p>\u51fa\u8272\u7684\u8de8\u89d2\u8272\u534f\u4f5c\u80fd\u529b\uff0c\u80fd\u5c06\u4f53\u9a8c\u95ee\u9898\u7528\u5de5\u7a0b\u4fa7\u53ef\u7406\u89e3\u7684\u8bed\u8a00\u6e05\u6670\u4f20\u8fbe\u3002</p>\n</li>\n</ol>\n<h2>\u52a0\u5206\u9879</h2>\n<ul>\n<li>\u6709\u76f4\u64ad\u3001\u5f39\u5e55\u4e92\u52a8\u3001\u4e3b\u64ad\u63a7\u573a\u76f8\u5173\u7ecf\u9a8c</li>\n<li>\u6709\u4ece 0 \u5230 1 \u642d\u5efa\u8bc4\u6d4b\u4f53\u7cfb\u6216\u6837\u4f8b\u5e93\u7684\u7ecf\u9a8c</li>\n<li>\u6709 AI Agent \u3001\u8bed\u97f3\u52a9\u624b\u3001\u966a\u4f34\u7c7b\u4ea7\u54c1\u8bbe\u8ba1\u7ecf\u9a8c</li>\n<li>\u590d\u5408\u80cc\u666f\uff08\u65e2\u61c2\u4e92\u52a8\u4f53\u9a8c\u53c8\u61c2 AI \u7cfb\u7edf\u8fb9\u754c\uff09</li>\n</ul>\n<p>\u56e2\u961f\u4ecb\u7ecd\uff1a\n\u7075\u70b9 Lynpoint \u5b9e\u9a8c\u5ba4\uff1a\u6211\u4eec\u662f\u65e9\u671f\u9636\u6bb5\u7684 AI \u521b\u4e1a\u56e2\u961f\uff0c\u56e2\u961f\u6210\u5458\u5206\u5e03\u5728\u7f8e\u56fd\u3001\u4e2d\u56fd\u5404\u57ce\u5e02\uff0c\u8fdc\u7a0b\u529e\u516c\uff1b\u6211\u4eec\u805a\u7126\u5b9e\u65f6\u4e92\u52a8\u89d2\u8272\u5f15\u64ce\u65b9\u5411\uff0c\u4ea7\u54c1\u5c1a\u5728\u9ad8\u901f\u8fed\u4ee3\u671f\uff0c\u56e2\u961f\u8d44\u91d1\u5145\u88d5\u3001\u73b0\u91d1\u6d41\u5065\u5eb7\u3002</p>\n<p>\u85aa\u8d44\u9884\u7b97 8k-15k/\u6708</p>\n<p>\u8054\u7cfb\u65b9\u5f0f\uff1aMTU2MjYyMjkzNzU=\uff08 vx \uff09</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/johnleng1991", 
        "name": "johnleng1991", 
        "avatar": "https://cdn.v2ex.com/gravatar/b3547914d54d8296229227bd6673045e?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1226405", 
      "title": "[\u9752\u5c9b] SaaS \u5e73\u53f0 \u2014 \u524d\u7aef\u5de5\u7a0b\u5e08\uff08\u6570\u636e\u53ef\u89c6\u5316\u65b9\u5411\uff09", 
      "id": "https://www.v2ex.com/t/1226405", 
      "date_published": "2026-07-10T07:39:15+00:00", 
      "content_html": "<h2>\u516c\u53f8</h2>\n<p>\u505a\u80fd\u6e90 IoT \u5e73\u53f0\u7684\uff0c\u4e3b\u8981\u5ba2\u6237\u662f\u5546\u4e1a\u5efa\u7b51\u548c\u5de5\u4e1a\u56ed\u533a\u7684\u80fd\u6e90\u7ba1\u7406\u3002\u56e2\u961f\u4e0d\u5927\uff0c\u6838\u5fc3\u4ea7\u54c1\u662f\u4e00\u4e2a SaaS \u5e73\u53f0\uff0c\u4eca\u5e74\u91cd\u70b9\u8981\u5efa\u81ea\u5df1\u7684 Dashboard \u5f15\u64ce\u548c\u9a7e\u9a76\u8231\u5927\u5c4f\u3002</p>\n<h2>\u505a\u4ec0\u4e48</h2>\n<ul>\n<li>\u7528 React + TypeScript \u642d Dashboard Runtime \uff08 Widget \u7ec4\u4ef6\u4f53\u7cfb\u3001\u5e03\u5c40\u5f15\u64ce\u3001\u7b5b\u9009\u5668\u8054\u52a8\uff09</li>\n<li>\u57fa\u4e8e ECharts \u5f00\u53d1\u80fd\u6e90\u573a\u666f\u7684\u53ef\u89c6\u5316\u7ec4\u4ef6\uff08\u8d8b\u52bf\u56fe\u3001\u5206\u5e03\u56fe\u3001\u70ed\u529b\u56fe\u3001\u5927\u5c4f\u770b\u677f\uff09</li>\n<li>\u8ddf\u540e\u7aef\u914d\u5408\u5b8c\u6210\u63a5\u53e3\u8054\u8c03\u548c\u4ea7\u54c1\u843d\u5730</li>\n<li>\u4f1a\u5927\u91cf\u501f\u52a9 AI \u5de5\u5177\uff08 Claude \u3001Codex \u7b49\uff09\u52a0\u901f\u5f00\u53d1</li>\n</ul>\n<h2>\u5e0c\u671b\u4f60</h2>\n<p><strong>\u5fc5\u5907\uff1a</strong></p>\n<ul>\n<li>React + TypeScript \u80fd\u72ec\u7acb\u5e72\u6d3b\u7684\u6c34\u5e73</li>\n<li>\u6709 Dashboard / \u6570\u636e\u5927\u5c4f / BI \u770b\u677f / \u62a5\u8868\u7cfb\u7edf\u4e4b\u4e00\u7684\u5b9e\u9645\u9879\u76ee\u7ecf\u9a8c</li>\n<li>\u719f\u7ec3\u4f7f\u7528 ECharts \u6216\u540c\u7c7b\u56fe\u8868\u5e93</li>\n<li>\u65e5\u5e38\u7528 AI \u5de5\u5177\u8f85\u52a9\u5f00\u53d1\u2014\u2014\u8fd9\u662f\u5fc5\u5907\u9879</li>\n</ul>\n<p><strong>\u52a0\u5206\uff1a</strong></p>\n<ul>\n<li>\u7528\u8fc7 Vue \uff08\u56e2\u961f\u6709 Vue \u9879\u76ee\uff0c\u53ef\u80fd\u6d89\u53ca\u7ef4\u62a4\uff09</li>\n<li>\u4e86\u89e3 Unity \uff08\u6709 3D \u53ef\u89c6\u5316\u573a\u666f\u9700\u6c42\uff09</li>\n<li>\u7528\u8fc7 react-grid-layout / AG Grid / TanStack Query</li>\n<li>\u5bf9 IoT \u3001\u80fd\u6e90\u3001\u5de5\u4e1a\u6570\u636e\u6709\u5174\u8da3</li>\n</ul>\n<h2>\u56e2\u961f</h2>\n<p>\u6280\u672f\u8d1f\u8d23\u4eba\u662f\u540e\u7aef\u51fa\u8eab\uff0c\u524d\u7aef\u76ee\u524d\u5c31\u4f60\u4e00\u4e2a\u4eba\u2014\u2014\u524d\u7aef\u6280\u672f\u9009\u578b\u3001\u67b6\u6784\u3001\u5b9e\u73b0\u4f60\u6765\u4e3b\u5bfc\u3002\u56e2\u961f\u98ce\u683c\u52a1\u5b9e\uff0c\u6ca1\u6709\u65e0\u610f\u4e49\u7684\u4f1a\u8bae\u3002</p>\n<h2>\u85aa\u8d44\u5730\u70b9</h2>\n<ul>\n<li>\u5730\u70b9\uff1a\u9752\u5c9b</li>\n<li>\u85aa\u8d44\uff1a8-10K\u00b715 \u85aa\uff08\u6839\u636e\u80fd\u529b\u3001\u4ea4\u4ed8\u7ed3\u679c\u5b9a\uff09</li>\n<li>\u5b66\u5386\uff1a\u672c\u79d1\u53ca\u4ee5\u4e0a\uff0c\u80fd\u529b\u51fa\u4f17\u53ef\u4ee5\u653e\u5bbd\u5230\u5927\u4e13</li>\n</ul>\n<h2>\u600e\u4e48\u8054\u7cfb</h2>\n<p>\u53d1\u9001\u7b80\u5386\u5230 **[johnleng1991@wang<a href=\"http://-sheng.com\" rel=\"nofollow\">-sheng.com</a>]**\uff0c\u6807\u9898\u6ce8\u660e\u300c\u524d\u7aef - \u59d3\u540d\u300d\u3002</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/zhangrandl", 
        "name": "zhangrandl", 
        "avatar": "https://cdn.v2ex.com/avatar/bc31/d172/405037_large.png?m=1783663111"
      }, 
      "url": "https://www.v2ex.com/t/1226372", 
      "date_modified": "2026-07-10T06:05:35+00:00", 
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      "url": "https://www.v2ex.com/t/1226348", 
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      "date_published": "2026-07-10T03:56:41+00:00", 
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        "url": "https://www.v2ex.com/member/rome7054", 
        "name": "rome7054", 
        "avatar": "https://cdn.v2ex.com/avatar/5d73/75ca/392671_large.png?m=1554619782"
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      "url": "https://www.v2ex.com/t/1226229", 
      "title": "[\u5185\u63a8] [\u53ef relocate \u6089\u5c3c] [\u8fdc\u7a0b] Senior AI Researcher (KV Cache Optimization)", 
      "id": "https://www.v2ex.com/t/1226229", 
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        "url": "https://www.v2ex.com/member/jiangmuAlvin", 
        "name": "jiangmuAlvin", 
        "avatar": "https://cdn.v2ex.com/avatar/dd7e/9941/637707_large.png?m=1782918413"
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        "url": "https://www.v2ex.com/member/littlemis", 
        "name": "littlemis", 
        "avatar": "https://cdn.v2ex.com/avatar/50c3/3de6/653830_large.png?m=1783585144"
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/>\u00b7\u8ab2\u9577/\u4fc2\u9577\u30dd\u30b8\u30b7\u30e7\u30f3\u3078\u306e\u5fd7\u5411\u6027\u306e\u3042\u308b\u65b9<br /><br />3.\u4e1c\u4eac\u8d22\u52a1\u5c97\u4f4d<br />\u5927\u624b\u30b0\u30eb\u30fc\u30d7\u3067\u3001\u6708\u6b21\u6c7a\u7b97\u3092\u4e00\u4eba\u3067\u56de\u305b\u308b\u7d4c\u7406\u4eba\u6750\u3092\u6025\u52df\uff01<br />8 \u6708\u7a3c\u50cd\u30b9\u30bf\u30fc\u30c8\u3001\u6b63\u793e\u54e1\u3001\u5e74\u53ce 420 \u4e07\u5186\u301c<br /><br />\u5fdc\u52df\u8cc7\u683c(\u5fc5\u9808)<br />\u00b7\u6708\u6b21\u6c7a\u7b97\u696d\u52d9\u3092\u4e00\u4eba\u3067\u5b8c\u7d50\u3057\u305f\u5b9f\u52d9\u7d4c\u9a13<br />\u00b7\u5e74\u6b21\u6c7a\u7b97\u696d\u52d9\u306e\u88dc\u52a9\u7d4c\u9a13<br />\u00b7\u7d4c\u7406\u696d\u52d9\u306b\u304a\u3051\u308b\u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0(\u5f25\u751f\u3001Free\u306a\u3069)\u306e\u5229\u7528\u7d4c\u9a13<br /><br /><a target=\"_blank\" href=\"http://4.PM/PL\" rel=\"nofollow noopener\">4.PM/PL</a><br />\u4e0a\u6d41\u8a2d\u8a08\u3001\u9032\u6357\u7ba1\u7406\u3001\u54c1\u8cea\u7ba1\u7406\u3001\u304a\u3088\u3073\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u3068\u306e\u8abf\u6574\u3092\u62c5\u5f53\u3057\u3066\u3044\u305f\u3060\u304d\u307e\u3059\u3002\u8c4a\u5bcc\u306a\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u7d4c\u9a13\u3068\u9ad8\u3044\u65e5\u672c\u8a9e\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u80fd\u529b\u3092\u6709\u3057\u3001\u30c1\u30fc\u30e0\u3092\u5186\u6ed1\u306b\u5c0e\u304d\u3001\u9ad8\u54c1\u8cea\u306a\u7d0d\u54c1\u3092\u5b9f\u73fe\u3067\u304d\u308b\u65b9\u3092\u6c42\u3081\u3066\u3044\u307e\u3059\u3002<br /><br />SE/PG<br />\u30b7\u30b9\u30c6\u30e0\u8a2d\u8a08\u304b\u3089\u958b\u767a\u30fb\u30c6\u30b9\u30c8\u307e\u3067\u306e\u5168\u5de5\u7a0b\u306b\u643a\u308f\u3063\u3066\u3044\u305f\u3060\u304d\u307e\u3059\u3002Java \u3001Python \u3001Go \u3001C#\u3001React \u3001Vue\u306a\u3069\u306e\u3044\u305a\u308c\u304b\u307e\u305f\u306f\u8907\u6570\u306e\u8a00\u8a9e\u306b\u7fd2\u719f\u3057\u3001\u78ba\u304b\u306a\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30b9\u30ad\u30eb\u3068\u8ad6\u7406\u7684\u601d\u8003\u3092\u304a\u6301\u3061\u306e\u65b9\u3092\u304a\u5f85\u3061\u3057\u3066\u3044\u307e\u3059\u3002<br /><br />\u5e74\u6536 300~1000 \u4e07\u5186\u4e0d\u7b49\uff0c\u5177\u4f53\u6839\u636e\u9762\u8bd5\u7ed3\u679c\u5b9a\u85aa\u54c8<br /><br />\u4ee5\u4e0a\u6240\u6709\u5c97\u4f4d\u5747\u9700\u8981\u65e5\u8bed\u53e3\u8bed\u80fd\u529b\u54c8\uff0c\u6295\u9012\u524d\u8bf7\u6ce8\u610f~<br />\u54a8\u8be2\u81f3 Base64 \u7801\uff1aYmVpYmVpNjc4MjAyM0AxNjMuY29t"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/hd7771", 
        "name": "hd7771", 
        "avatar": "https://cdn.v2ex.com/avatar/6069/65c4/185498_large.png?m=1783497550"
      }, 
      "url": "https://www.v2ex.com/t/1225877", 
      "title": "\u62fc\u591a\u591a 2027 \u6821\u56ed\u62db\u8058\u5185\u63a8", 
      "id": "https://www.v2ex.com/t/1225877", 
      "date_published": "2026-07-08T07:59:22+00:00", 
      "content_html": "<p>[\u62fc\u591a\u591a\u96c6\u56e2-PDD \u6821\u56ed\u62db\u8058] \u5185\u63a8\u94fe\u63a5\uff1a <a href=\"https://careers.pddglobalhr.com/campus/grad?t=3539hBr6yJ\" rel=\"nofollow\">https://careers.pddglobalhr.com/campus/grad?t=3539hBr6yJ</a> \uff0c\u5185\u63a8\u7801\uff1a3539hBr6yJ \u3002\u671f\u5f85\u4f60\u7684\u52a0\u5165\uff01\u6211\u4eec\u4e00\u8d77\uff0c\u65e0\u62fc\u4e0d\u9752\u6625\uff01</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/wangluowangwang", 
        "name": "wangluowangwang", 
        "avatar": "https://cdn.v2ex.com/avatar/24fb/7b78/98437_large.png?m=1773373932"
      }, 
      "url": "https://www.v2ex.com/t/1225681", 
      "date_modified": "2026-07-07T13:28:07+00:00", 
      "content_html": "**1. \u9ad8\u7ea7 Go \u5f00\u53d1\u5de5\u7a0b\u5e08\uff08\u67b6\u6784\u5e08\u7ea7\u522b\uff09**  <br />\u4f18\u5148\u7ea7\uff1aP0 \u7d27\u6025  <br /><br />\u85aa\u8d44\uff1a25-40K<br /><br />**\u5c97\u4f4d\u804c\u8d23**  <br />\u8d1f\u8d23\u6838\u5fc3\u540e\u7aef\u7cfb\u7edf\u53ca\u4e1a\u52a1\u5e73\u53f0\u7684\u8bbe\u8ba1\u3001\u5f00\u53d1\u3001\u7ef4\u62a4\u4e0e\u4f18\u5316\uff0c\u4fdd\u969c\u7cfb\u7edf\u9ad8\u53ef\u7528\u3001\u9ad8\u6027\u80fd\u548c\u7a33\u5b9a\u8fd0\u884c\u3002  <br />\u4f7f\u7528 Golang \u8fdb\u884c\u6838\u5fc3\u4e1a\u52a1\u670d\u52a1\u5f00\u53d1\uff0c\u6301\u7eed\u4f18\u5316\u4ee3\u7801\u8d28\u91cf\u3001\u7cfb\u7edf\u6027\u80fd\u548c\u53ef\u7ef4\u62a4\u6027\u3002  <br />\u53c2\u4e0e\u5206\u5e03\u5f0f\u7cfb\u7edf\u548c\u5fae\u670d\u52a1\u67b6\u6784\u8bbe\u8ba1\uff0c\u63a8\u52a8\u670d\u52a1\u62c6\u5206\u3001\u6a21\u5757\u89e3\u8026\u3001\u516c\u5171\u7ec4\u4ef6\u5efa\u8bbe\u53ca\u6280\u672f\u89c4\u8303\u843d\u5730\u3002  <br />\u8d1f\u8d23 RESTful API \u3001RPC / gRPC \u7b49\u670d\u52a1\u63a5\u53e3\u8bbe\u8ba1\u4e0e\u5f00\u53d1\u3002  <br />\u6df1\u5ea6\u4f7f\u7528 MySQL \u3001Redis \u3001MongoDB \u3001Elasticsearch \u3001Kafka / RabbitMQ \u7b49\u4e2d\u95f4\u4ef6\uff0c\u5b8c\u6210\u6d77\u91cf\u6570\u636e\u5b58\u50a8\u3001\u68c0\u7d22\u548c\u6027\u80fd\u4f18\u5316\u3002  <br />\u8d1f\u8d23\u9ad8\u5e76\u53d1\u3001\u9ad8\u6d41\u91cf\u573a\u666f\u4e0b\u7684\u7cfb\u7edf\u4f18\u5316\uff0c\u5305\u62ec\u7f13\u5b58\u8bbe\u8ba1\u3001\u5f02\u6b65\u5904\u7406\u3001\u9650\u6d41\u964d\u7ea7\u3001\u524a\u5cf0\u586b\u8c37\u3001\u5bb9\u9519\u6062\u590d\u548c\u6027\u80fd\u8c03\u4f18\u3002  <br />\u53c2\u4e0e Docker / Kubernetes \u5bb9\u5668\u5316\u90e8\u7f72\u3001CI/CD \u6d41\u7a0b\u4f18\u5316\u53ca\u5de5\u7a0b\u5316\u4f53\u7cfb\u5efa\u8bbe\u3002  <br />\u8d1f\u8d23\u7ebf\u4e0a\u95ee\u9898\u6392\u67e5\u3001\u6027\u80fd\u74f6\u9888\u5206\u6790\u548c\u6280\u672f\u96be\u70b9\u653b\u5173\u3002<br /><br />**\u4efb\u804c\u8981\u6c42**  <br />5 \u5e74\u53ca\u4ee5\u4e0a\u540e\u7aef\u5f00\u53d1\u7ecf\u9a8c\uff0c3 \u5e74\u53ca\u4ee5\u4e0a Golang \u6df1\u5ea6\u5f00\u53d1\u7ecf\u9a8c\u3002  <br />\u719f\u6089 goroutine \u3001channel \u3001context \u3001GC \u3001\u5185\u5b58\u7ba1\u7406\u53ca\u9ad8\u5e76\u53d1\u7f16\u7a0b\u539f\u7406\u3002  <br />\u719f\u6089\u5206\u5e03\u5f0f\u7cfb\u7edf\u3001\u9ad8\u53ef\u7528\u3001\u9ad8\u5e76\u53d1\u3001\u8d1f\u8f7d\u5747\u8861\u3001\u670d\u52a1\u6cbb\u7406\u3001\u5bb9\u9519\u7194\u65ad\u7b49\u6280\u672f\u3002  <br />\u719f\u6089 GoZero \u3001Gin \u7b49 Go \u6846\u67b6\u3002  <br />\u719f\u6089 MySQL \u3001Redis \u3001MongoDB \u3001Elasticsearch \u3001Kafka \u3001RabbitMQ \u3001gRPC \u3002  <br />\u5177\u5907\u9ad8\u5e76\u53d1\u3001\u9ad8\u6d41\u91cf\u573a\u666f\u6027\u80fd\u4f18\u5316\u7ecf\u9a8c\uff0c\u80fd\u72ec\u7acb\u89e3\u51b3\u7ebf\u4e0a\u590d\u6742\u95ee\u9898\u3002  <br />\u719f\u6089 Linux \u3001pprof \u3001\u65e5\u5fd7\u5206\u6790\u3001\u76d1\u63a7\u6392\u969c\u3002  <br />\u719f\u6089 Docker \u3001Kubernetes \u3001CI/CD \u3002<br /><br />---<br /><br />**2. \u9ad8\u7ea7 Flutter \u5f00\u53d1\u5de5\u7a0b\u5e08**  <br />\u4f18\u5148\u7ea7\uff1aP1  <br /> <br />\u85aa\u8d44\uff1a25-35K<br /><br />**\u5c97\u4f4d\u804c\u8d23**  <br />\u8d1f\u8d23 Android \u7aef\u89c6\u9891\u7c7b\u79fb\u52a8\u5e94\u7528\u7684 Flutter \u5f00\u53d1\u4e0e\u7ef4\u62a4\uff0c\u53c2\u4e0e\u6838\u5fc3\u529f\u80fd\u8fed\u4ee3\u4e0e\u7248\u672c\u53d1\u5e03\u3002  <br />\u5b9e\u73b0\u89c6\u9891\u64ad\u653e\u3001\u5217\u8868\u6d4f\u89c8\u3001\u641c\u7d22\u3001\u4e2a\u4eba\u4e2d\u5fc3\u7b49\u6a21\u5757\uff0c\u4fdd\u969c\u4e3b\u6d41 Android \u673a\u578b\u517c\u5bb9\u6027\u4e0e\u6d41\u7545\u5ea6\u3002  <br />\u53c2\u4e0e\u4ea7\u54c1\u9700\u6c42\u8bc4\u5ba1\uff0c\u8f93\u51fa\u6280\u672f\u65b9\u6848\uff0c\u63a8\u52a8\u64ad\u653e\u3001\u7f13\u5b58\u3001\u767b\u5f55\u3001\u652f\u4ed8\u7b49\u4e1a\u52a1\u843d\u5730\u3002  <br />\u4f18\u5316\u5e94\u7528\u6027\u80fd\uff0c\u91cd\u70b9\u89e3\u51b3\u9996\u5c4f\u52a0\u8f7d\u3001\u5217\u8868\u6ed1\u52a8\u3001\u89c6\u9891\u8d77\u64ad\u3001\u5185\u5b58\u5360\u7528\u3001\u5361\u987f\u7b49\u95ee\u9898\u3002  <br />\u4e0e\u540e\u7aef\u534f\u4f5c\u5b8c\u6210\u63a5\u53e3\u8054\u8c03\u3001\u6570\u636e\u6a21\u578b\u8bbe\u8ba1\u4e0e\u5f02\u5e38\u5904\u7406\u3002  <br />\u7f16\u5199\u89c4\u8303\u4ee3\u7801\uff0c\u53c2\u4e0e Code Review \u3001\u5355\u5143\u6d4b\u8bd5\u4e0e\u6280\u672f\u6587\u6863\u7ef4\u62a4\u3002<br /><br />**\u4efb\u804c\u8981\u6c42**  <br />\u672c\u79d1\u53ca\u4ee5\u4e0a\u5b66\u5386\uff0c\u8ba1\u7b97\u673a\u76f8\u5173\u4e13\u4e1a\u4f18\u5148\u3002  <br />3 \u5e74\u53ca\u4ee5\u4e0a\u79fb\u52a8\u7aef\u5f00\u53d1\u7ecf\u9a8c\u3002  <br />\u719f\u7ec3\u638c\u63e1 Flutter / Dart \uff0c\u6709 3 \u5e74\u4ee5\u4e0a Flutter \u9879\u76ee\u5b9e\u6218\u7ecf\u9a8c\u3002  <br />\u6709 Android \u539f\u751f\u5f00\u53d1\u57fa\u7840\uff0c\u719f\u6089 Java \u6216 Kotlin \u3002  <br />\u6709\u89c6\u9891\u7c7b App \u5f00\u53d1\u7ecf\u9a8c\u4f18\u5148\uff0c\u4e86\u89e3\u5e38\u89c1\u64ad\u653e\u65b9\u6848\u3002  <br />\u80fd\u4f7f\u7528 Android Studio \u3001Flutter DevTools \u3001Logcat \u7b49\u5de5\u5177\u6392\u67e5\u7ebf\u4e0a\u95ee\u9898\u3002  <br />\u52a0\u5206\uff1aFlutter \u4e0e\u539f\u751f\u6a21\u5757\u8054\u8c03\u3001\u63d2\u4ef6\u5c01\u88c5\u7ecf\u9a8c\uff1b\u77ed\u89c6\u9891\u3001\u957f\u89c6\u9891\u3001\u76f4\u64ad\u3001\u70b9\u64ad\u3001\u4f1a\u5458\u4f53\u7cfb\u7ecf\u9a8c\uff1b iOS \u6216\u9e3f\u8499\u7ecf\u9a8c\u3002<br /><br />---<br /><br />**3. \u9ad8\u7ea7\u524d\u7aef\u5f00\u53d1\u5de5\u7a0b\u5e08\uff08 H5 \uff09**  <br />\u4f18\u5148\u7ea7\uff1aP1  <br /><br />\u85aa\u8d44\uff1a25-35K<br /><br />**\u5c97\u4f4d\u804c\u8d23**  <br />\u8d1f\u8d23\u79fb\u52a8\u7aef H5 \u5168\u573a\u666f\u7814\u53d1\uff0c\u4e3b\u5bfc\u8425\u9500\u6d3b\u52a8\u9875\u3001\u843d\u5730\u9875\u3001\u4e92\u52a8 H5 \u3001\u79fb\u52a8\u7aef\u529f\u80fd\u9875\u3001\u591a\u7aef Web \u9875\u9762\u5f00\u53d1\u4e0e\u8fed\u4ee3\u3002  <br />\u89e3\u51b3\u5404\u7c7b\u673a\u578b\u3001\u6d4f\u89c8\u5668\u3001\u5185\u5d4c WebView \u7684\u517c\u5bb9\u6027\u3001\u9002\u914d\u6027\u3001\u6837\u5f0f\u9519\u4e71\u3001\u4ea4\u4e92\u5f02\u5e38\u7b49\u95ee\u9898\u3002  <br />\u8d1f\u8d23 H5 \u9875\u9762\u6027\u80fd\u4f18\u5316\uff0c\u5305\u62ec\u9996\u5c4f\u52a0\u8f7d\u3001\u767d\u5c4f\u3001\u5361\u987f\u3001\u8d44\u6e90\u5197\u4f59\u3001\u52a8\u753b\u5361\u987f\u3001\u6eda\u52a8\u7a7f\u900f\u7b49\u3002  <br />\u642d\u5efa H5 \u9875\u9762\u6027\u80fd\u76d1\u63a7\u3001\u6d4b\u901f\u3001\u544a\u8b66\u4f53\u7cfb\u3002  <br />\u53c2\u4e0e\u524d\u7aef\u5de5\u7a0b\u5316\u4f53\u7cfb\u5efa\u8bbe\uff0c\u57fa\u4e8e Vite / Webpack \u4f18\u5316 H5 \u9879\u76ee\u6253\u5305\u3001\u6784\u5efa\u3001\u90e8\u7f72\u6d41\u7a0b\u3002  <br />\u5c01\u88c5\u901a\u7528 H5 \u7ec4\u4ef6\u3001\u5de5\u5177\u51fd\u6570\u3001\u9002\u914d\u65b9\u6848\uff0c\u6c89\u6dc0\u79fb\u52a8\u7aef\u524d\u7aef\u6280\u672f\u8d44\u4ea7\u3002  <br />\u72ec\u7acb\u8d1f\u8d23\u590d\u6742 H5 \u4e92\u52a8\u9879\u76ee\u3001\u8425\u9500\u6d3b\u52a8\u9879\u76ee\u7684\u6280\u672f\u843d\u5730\u3002  <br />\u8ddf\u8fdb WebGL \u3001Canvas \u3001Web \u52a8\u753b\u3001\u79bb\u7ebf\u7f13\u5b58\u3001PWA \u7b49\u524d\u6cbf\u6280\u672f\uff0c\u652f\u6491\u9ad8\u4ea4\u4e92\u3001\u9ad8\u89c6\u89c9\u30013D \u4e92\u52a8\u7c7b H5 \u9879\u76ee\u3002<br /><br />**\u4efb\u804c\u8981\u6c42**  <br />5 \u5e74\u53ca\u4ee5\u4e0a\u524d\u7aef\u5f00\u53d1\u7ecf\u9a8c\uff0c\u4e13\u6ce8\u79fb\u52a8\u7aef H5 \uff0c\u6709\u5927\u91cf\u7ebf\u4e0a H5 \u9879\u76ee\u7ecf\u9a8c\u3002  <br />\u7cbe\u901a HTML5 \u3001CSS3 \u3001JavaScript \u3001ES6+\u3001TypeScript \u3002  <br />\u719f\u7ec3\u638c\u63e1 vw/rem \u3001\u54cd\u5e94\u5f0f\u3001\u5a92\u4f53\u67e5\u8be2\u7b49\u79fb\u52a8\u7aef\u9002\u914d\u65b9\u6848\u3002  <br />\u719f\u7ec3\u4f7f\u7528 Vue3/Vue2 \u3001React \uff0c\u719f\u6089 Vant \u3001Uni UI \u7b49\u79fb\u52a8\u7aef\u7ec4\u4ef6\u5e93\u3002  <br />\u6df1\u523b\u7406\u89e3\u79fb\u52a8\u7aef\u6d4f\u89c8\u5668\u3001WebView \u6e32\u67d3\u673a\u5236\uff0c\u80fd\u89e3\u51b3 iOS/Android \u3001\u5fae\u4fe1\u6d4f\u89c8\u5668\u3001\u6eda\u52a8\u7a7f\u900f\u3001\u70b9\u51fb\u5ef6\u8fdf\u7b49\u517c\u5bb9\u95ee\u9898\u3002  <br />\u5177\u5907 H5 \u6027\u80fd\u4f18\u5316\u80fd\u529b\uff0c\u719f\u6089\u8d44\u6e90\u538b\u7f29\u3001\u61d2\u52a0\u8f7d\u3001\u5206\u5305\u52a0\u8f7d\u3001\u7f13\u5b58\u7b56\u7565\u3001\u6e32\u67d3\u4f18\u5316\u3001\u8bf7\u6c42\u4f18\u5316\u3002  <br />\u719f\u6089 Vite \u3001Webpack \u3001Git \uff0c\u80fd\u72ec\u7acb\u642d\u5efa H5 \u9879\u76ee\u5de5\u7a0b\u67b6\u6784\u3002  <br />\u719f\u6089\u524d\u540e\u7aef\u534f\u4f5c\u3001\u63a5\u53e3\u8054\u8c03\u3001\u8de8\u57df\u5904\u7406\u3001\u6570\u636e\u6e32\u67d3\u3001\u72b6\u6001\u7ba1\u7406\u3002<br /><br /><br /><br />**\u8054\u7cfb\u65b9\u5f0f**  <br />Telegram\uff1a@hr167  <br />\u90ae\u7bb1\uff1a lintu588888@gmail.com<br /><br />---", 
      "date_published": "2026-07-07T13:27:38+00:00", 
      "title": "[\u8fdc\u7a0b/\u6280\u672f\u5c97\u62db\u8058] \u9ad8\u7ea7 Go / Flutter / H5 \u524d\u7aef\uff0c\u591a HC\uff0c P0/P1 \u6025\u62db", 
      "id": "https://www.v2ex.com/t/1225681"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/a510348414", 
        "name": "a510348414", 
        "avatar": "https://cdn.v2ex.com/avatar/3474/f0e0/380311_large.png?m=1728455761"
      }, 
      "url": "https://www.v2ex.com/t/1225641", 
      "title": "[\u5e7f\u5dde] \u5e7f\u5dde\u62db\u8058\u524d\u7aef\u5f00\u53d1\u5de5\u7a0b\u5e08 18k-25k\uff0c 14 \u85aa\uff0c", 
      "id": "https://www.v2ex.com/t/1225641", 
      "date_published": "2026-07-07T09:56:51+00:00", 
      "content_html": "\u5c97\u4f4d\u804c\u8d23<br />1. AI \u80fd\u529b\u96c6\u6210<br />\u8d1f\u8d23\u5c06 LLM \u3001\u56fe\u50cf/\u89c6\u9891\u751f\u6210\u5927\u6a21\u578b\u7b49 AI \u80fd\u529b\u6df1\u5ea6\u96c6\u6210\u81f3 Tapstitch \u8bbe\u8ba1\u5668\uff0c\u6253\u901a\u751f\u6210\u5f0f AI \u4e0e\u8bbe\u8ba1\u5de5\u5177\u94fe\u3002\u9488\u5bf9 AI \u751f\u6210\u4efb\u52a1\u7684\u5ef6\u8fdf\u7279\u6027\uff0c\u8bbe\u8ba1\u5e76\u5b9e\u73b0\u5f02\u6b65\u52a0\u8f7d\u3001\u8fdb\u5ea6\u53cd\u9988\u3001\u7ed3\u679c\u5bf9\u6bd4\u65b9\u6848\uff0c\u5e76\u642d\u5efa\u914d\u5957\u7684\u52a8\u6548\u4f53\u7cfb\uff0c\u63d0\u5347\u751f\u6210\u8fc7\u7a0b\u7684\u6d41\u7545\u611f\u4e0e\u53ef\u63a7\u611f\u3002<br />2. \u6838\u5fc3\u7f16\u8f91\u5668\u5f00\u53d1<br />\u57fa\u4e8e Fabric.js \u5f00\u53d1\u548c\u7ef4\u62a4\u9ad8\u6027\u80fd\u5728\u7ebf\u7f16\u8f91\u5668\uff0c\u6db5\u76d6\u56fe\u50cf\u6d82\u62b9\uff08 Masking \uff09\u3001\u5c40\u90e8\u91cd\u7ed8\uff08 Inpainting \uff09\u3001\u5b9e\u65f6\u53d8\u6362\u3001\u591a\u56fe\u5c42\u7ba1\u7406\u53ca\u591a\u56fe\u5408\u6210\u7b49\u6838\u5fc3\u80fd\u529b\u3002<br />3. \u6587\u5b57\u5de5\u5177\u4e0e\u5de5\u827a\u9002\u914d<br />\u5f00\u53d1\u8bbe\u8ba1\u5668\u5185\u7684\u6587\u5b57\u6392\u7248\u5de5\u5177\uff0c\u652f\u6301\u591a\u5b57\u4f53\u3001\u8def\u5f84\u6587\u5b57\u3001\u63cf\u8fb9/\u586b\u5145\u7b49\u6548\u679c\u7f16\u8f91\uff1b\u9488\u5bf9\u523a\u7ee3\u3001\u523b\u5b57\u819c\uff08\u70eb\u753b\uff09\u7b49\u4e0d\u540c\u5370\u82b1\u5de5\u827a\u7684\u7279\u6b8a\u9650\u5236\uff08\u5982\u523a\u7ee3\u7684\u6700\u5c0f\u5b57\u53f7\u4e0e\u9488\u8ff9\u95f4\u8ddd\u3001\u523b\u5b57\u819c\u7684\u9542\u7a7a\u8fde\u7b14\u89c4\u5219\uff09\uff0c\u5b9e\u73b0\u5de5\u827a\u9884\u89c8\u4e0e\u5b9e\u65f6\u6821\u9a8c\uff0c\u786e\u4fdd\u7528\u6237\u8bbe\u8ba1\u6240\u89c1\u5373\u6240\u5f97\u3001\u751f\u4ea7\u7aef\u53ef\u76f4\u63a5\u843d\u5730\u3002<br />4. \u524d\u7aef\u67b6\u6784\u8bbe\u8ba1<br />\u8bbe\u8ba1\u524d\u7aef\u72b6\u6001\u7ba1\u7406\u65b9\u6848\uff0c\u786e\u4fdd\u5728\u5904\u7406\u6d77\u91cf\u751f\u6210\u53c2\u6570\uff08 Prompt \u3001Seed \u3001Denoising \u7b49\uff09\u65f6\u4ee3\u7801\u7684\u53ef\u7ef4\u62a4\u6027\u4e0e\u7c7b\u578b\u5b89\u5168\u3002<br />5. \u8de8\u56e2\u961f\u534f\u4f5c<br />\u5c06\u8bbe\u8ba1\u89c4\u8303\u62bd\u8c61\u4e3a\u53ef\u590d\u7528\u7684\u524d\u7aef\u7ec4\u4ef6\uff0c\u4e0e\u8bbe\u8ba1\u3001\u4ea7\u54c1\u3001\u540e\u7aef\u7814\u53d1\u56e2\u961f\u6df1\u5ea6\u534f\u4f5c\uff0c\u63a8\u52a8\u529f\u80fd\u9ad8\u8d28\u91cf\u843d\u5730\u3002<br /><br />\u4efb\u804c\u8981\u6c42<br />1. \u57fa\u7840\u624e\u5b9e<br />5 \u5e74\u4ee5\u4e0a\u524d\u7aef\u5f00\u53d1\u7ecf\u9a8c\uff0c\u719f\u7ec3\u638c\u63e1 React \u6216 Vue \u53ca\u5176\u751f\u6001\uff08 React \u751f\u6001\u5982 Framer Motion \u3001Zustand \uff1b Vue \u751f\u6001\u5982 Vuex/Pinia \uff09<br />\u6df1\u539a\u7684 TypeScript \u529f\u5e95\uff0c\u80fd\u8bbe\u8ba1\u5065\u58ee\u7684\u590d\u6742\u7c7b\u578b\u7cfb\u7edf<br />2. \u56fe\u5f62\u4ea4\u4e92\u4e0e 3D \u6e32\u67d3<br />\u719f\u7ec3\u4f7f\u7528 Fabric.js \uff0c\u6709\u56fe\u5f62\u7f16\u8f91\u5668\u3001\u5728\u7ebf\u8bbe\u8ba1\u8f6f\u4ef6\u6216\u6807\u6ce8\u5de5\u5177\u5f00\u53d1\u7ecf\u9a8c\u8005\u4f18\u5148<br />\u7406\u89e3\u77e9\u9635\u53d8\u6362\u3001\u5750\u6807\u7cfb\u8f6c\u6362\u53ca\u56fe\u50cf\u5408\u6210\u539f\u7406<br />3. \u6570\u636e\u6d41\u4e0e\u5f02\u6b65\u5904\u7406<br />\u80fd\u719f\u7ec3\u5904\u7406\u590d\u6742\u7684\u5f02\u6b65\u8bf7\u6c42\u8f6e\u8be2\u3001\u7f13\u5b58\u53ca\u91cd\u8bd5\u673a\u5236\uff0c\u7406\u89e3 Promise \u3001async/await \u3001Generator \u7b49\u5f02\u6b65\u7f16\u7a0b\u6a21\u5f0f<br />\u719f\u6089 WebSocket \u6216 Server-Sent Events \uff08 SSE \uff09\u5b9e\u65f6\u901a\u4fe1\uff0c\u80fd\u5904\u7406\u65ad\u7ebf\u91cd\u8fde\u3001\u6d88\u606f\u961f\u5217\u3001\u6570\u636e\u540c\u6b65\u7b49\u573a\u666f<br />\u719f\u6089\u5185\u5b58\u7f13\u5b58\u3001\u6301\u4e45\u5316\u7f13\u5b58\u7b49\u6570\u636e\u7f13\u5b58\u7b56\u7565\uff0c\u7406\u89e3\u5355\u5411\u6570\u636e\u6d41\u4e0e\u54cd\u5e94\u5f0f\u7f16\u7a0b\u8303\u5f0f<br />4. \u7efc\u5408\u7d20\u8d28<br />\u5bf9\u751f\u6210\u5f0f AI \u6709\u6d53\u539a\u5174\u8da3\uff0c\u4e86\u89e3\u57fa\u672c\u53c2\u6570\u539f\u7406\uff08\u5982 Mask \u3001Seed \u3001Guidance Scale \uff09<br />\u5177\u5907\u826f\u597d\u7684\u7b97\u6cd5\u57fa\u7840\uff0c\u80fd\u5904\u7406\u590d\u6742\u51e0\u4f55\u8ba1\u7b97\u6216\u989c\u8272\u7a7a\u95f4\u8f6c\u6362<br /><br />\u5982\u4f55\u8054\u7cfb\u5230\u6211\uff1f<br />\u53d1\u9001\u7b80\u5386\u5230\u6211\u90ae\u7bb1 hongxin.zhuo@tapstitch.com \u5907\u6ce8 v2ex"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/Luckyshot", 
        "name": "Luckyshot", 
        "avatar": "https://cdn.v2ex.com/avatar/b22a/e570/561199_large.png?m=1766480598"
      }, 
      "url": "https://www.v2ex.com/t/1225580", 
      "title": "[\u5185\u63a8] 20260707 \u6e23\u6253\u94f6\u884c\u5185\u63a8 | \u5e7f\u5dde & \u5929\u6d25 | Band 5-7 | 60 \u4e2a\u5728\u62db\u5c97\u4f4d", 
      "id": "https://www.v2ex.com/t/1225580", 
      "date_published": "2026-07-07T06:50:21+00:00", 
      "content_html": "<ul>\n<li>\u5e7f\u5dde 31 | \u5929\u6d25 29</li>\n<li>\u793e\u62db\uff0c5 \u5e74\u4ee5\u4e0a\u7ecf\u9a8c\u3002wlb \uff0c\u5e74\u5047 20 \u5929\uff0c\u6bcf\u5468\u4e24\u5230\u4e09\u5929\u5c45\u5bb6\u529e\u516c\u3002\u82f1\u6587\u6c34\u5e73\u8981\u6c42\u9ad8\uff0c\u5168\u82f1\u9762\u8bd5\uff0c\u6709\u610f\u52a0\u6211 wechat (base64)\uff1aUm9ybzc0NTY5ODE0MA==</li>\n</ul>\n<h2>\ud83d\udccd \u5e7f\u5dde\uff08 31 \u4e2a\u5c97\u4f4d\uff09</h2>\n<h3>Band 5 \uff08 12 \u4e2a\uff09</h3>\n<table>\n<thead>\n<tr>\n<th>\u5c97\u4f4d</th>\n<th>Business Group</th>\n<th>\u622a\u6b62\u65e5\u671f</th>\n<th>JD \u6982\u62ec</th>\n</tr>\n</thead>\n<tbody>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/AI-Chapter-Lead%2C-WRB/51493-en_GB\" rel=\"nofollow\">AI Chapter Lead, WRB</a></td>\n<td>Retail Banking</td>\n<td>17/07/2026</td>\n<td>The AI Chapter at the AI Centre of Excellence (Coe) shall spearhead the ideation, design, development, implementation, and optimization of...</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Director%2C-OTCR%2C-Strategic-&amp;-Emerging-Risks-%28AI-&amp;-ML%29/51223-en_GB\" rel=\"nofollow\">Director, OTCR, Strategic &amp; Emerging Risks (AI &amp; ML)</a></td>\n<td>Governance, Risk Management &amp; Compliance</td>\n<td>30/06/2026</td>\n<td>This role could be based in China and India.</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Director%2C-SME-Banking-Product/54786-en_GB\" rel=\"nofollow\">Director, SME Banking Product</a></td>\n<td>Retail Banking</td>\n<td>01/08/2026</td>\n<td>The role is accountable for shaping and driving the strategic direction of a Hive, ensuring multiple squads and journeys deliver cohesive outcomes...</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Lead-AI-Engineer/46817-en_GB\" rel=\"nofollow\">Lead AI Engineer</a></td>\n<td>Technology</td>\n<td>01/08/2026</td>\n<td>We are seeking a highly skilled Lead AI Engineer to join our innovative team.</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Lead%2C-AI-Platform-AI-Factory/52646-en_GB\" rel=\"nofollow\">Lead, AI Platform- AI Factory</a></td>\n<td>Technology</td>\n<td>01/08/2026</td>\n<td>We are seeking for an experience AI Platform Engineer to design, develop and maintain hybrid AI Platform across multi-cloud and on-premises. Build an...</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Principal-Delivery-Manager%2C-Reg_-and-Data-Solns/54766-en_GB\" rel=\"nofollow\">Principal Delivery Manager, Reg. and Data Solns</a></td>\n<td>Technology</td>\n<td>01/08/2026</td>\n<td>The role sits in the Standard Charted Financial Markets Technology team focusing on the build out of the in-house strategic cross asset risk...</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Product-Owner/53359-en_GB\" rel=\"nofollow\">Product Owner</a></td>\n<td>Corporate &amp; Commercial Banking</td>\n<td>01/08/2026</td>\n<td>As a Move Money API Product Owner, you'll play a pivotal role in enabling CIB financial institutional clients to manage their payments seamlessly...</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Product-Owner-%28Equities%29/46903-en_GB\" rel=\"nofollow\">Product Owner (Equities)</a></td>\n<td>Retail Banking</td>\n<td>17/07/2026</td>\n<td>As a Product Owner in our cross-functional squads, the candidate will drive the outcomes of the squad to deliver on their objectives and key results.</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Senior-AI-Analyst/44692-en_GB\" rel=\"nofollow\">Senior AI Analyst</a></td>\n<td>Corporate &amp; Commercial Banking</td>\n<td>01/08/2026</td>\n<td>We\u2019re looking for a driven &amp; innovative Senior AI analyst to help shape the future of banking through artificial intelligence.</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Senior-AI-PO%2C-CIB-AI-COE/52589-en_GB\" rel=\"nofollow\">Senior AI PO, CIB AI COE</a></td>\n<td>Corporate &amp; Commercial Banking</td>\n<td>01/08/2026</td>\n<td>We\u2019re looking for a driven and visionary AI Product Owner to help shape the future of banking through artificial intelligence.</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Senior-AI-PO%2C-CIB-AI-CoE/52588-en_GB\" rel=\"nofollow\">Senior AI PO, CIB AI CoE</a></td>\n<td>Corporate &amp; Commercial Banking</td>\n<td>01/08/2026</td>\n<td>We\u2019re looking for a driven and visionary AI Product Owner to help shape the future of banking through artificial intelligence.</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Senior-Container-Engineer/53942-en_GB\" rel=\"nofollow\">Senior Container Engineer</a></td>\n<td>Technology</td>\n<td>01/08/2026</td>\n<td>The Container Platforms team, which encompasses the following functions, is a pivotal part of delivering on the Technology strategy for the Bank,...</td>\n</tr>\n</tbody></table><h3>Band 6 \uff08 8 \u4e2a\uff09</h3>\n<table>\n<thead>\n<tr>\n<th>\u5c97\u4f4d</th>\n<th>Business Group</th>\n<th>\u622a\u6b62\u65e5\u671f</th>\n<th>JD \u6982\u62ec</th>\n</tr>\n</thead>\n<tbody>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/AI-Analyst%2C-CIB-AI-CoE/51955-en_GB\" rel=\"nofollow\">AI Analyst, CIB AI CoE</a></td>\n<td>Corporate &amp; Commercial Banking</td>\n<td>01/08/2026</td>\n<td>We\u2019re looking for a driven &amp; innovative AI analyst to help shape the future of banking through artificial intelligence.</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/AI-Chapter-Lead%2C-WRB/51352-en_GB\" rel=\"nofollow\">AI Chapter Lead, WRB</a></td>\n<td>Retail Banking</td>\n<td>17/07/2026</td>\n<td>The AI Chapter Lead (Business Translator) at the WRB AI Chapter shall spearhead the ideation, design, development, implementation, and optimization...</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/AI-Chapter-Lead%2C-WRB/51351-en_GB\" rel=\"nofollow\">AI Chapter Lead, WRB</a></td>\n<td>Retail Banking</td>\n<td>20/06/2026</td>\n<td>The AI Chapter Lead (Business Translator) at the WRB AI Chapter shall spearhead the ideation, design, development, implementation, and optimization...</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Credit-Analyst%2C-CPA-Hub/54849-en_GB\" rel=\"nofollow\">Credit Analyst, CPA Hub</a></td>\n<td>Corporate &amp; Commercial Banking</td>\n<td>31/12/2026</td>\n<td>Credit and Portfolio Analytics (CPA) is an integral part of the CCIB.</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Lead-Developer%2C-Asset-Control-MRS/54774-en_GB\" rel=\"nofollow\">Lead Developer, Asset Control MRS</a></td>\n<td>Technology</td>\n<td>01/08/2026</td>\n<td>Alveo (formerly known as Asset Control) is the application of choice for the Financial Markets business for market data.</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Manager%2C-Business-Development-GZ/54544-en_GB\" rel=\"nofollow\">Manager, Business Development-GZ</a></td>\n<td>Retail Banking</td>\n<td>--</td>\n<td>Actively implement the defined client acquisition strategy for SME banking, ensuring your daily sales activities are fully aligned with the bank\u2019s...</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Manager%2C-Data-Analytics/53387-en_GB\" rel=\"nofollow\">Manager, Data Analytics</a></td>\n<td>Retail Banking</td>\n<td>01/08/2026</td>\n<td>We are seeking skilled and driven Data Analyst to join our team in China.</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Manager%2C-ERM%2C-Hong-Kong-&amp;-SCB-HK-Group/53269-en_GB\" rel=\"nofollow\">Manager, ERM, Hong Kong &amp; SCB HK Group</a></td>\n<td>Governance, Risk Management &amp; Compliance</td>\n<td>31/12/2026</td>\n<td>This is a role within the Risk function to support work performed by the Enterprise Risk Management team.</td>\n</tr>\n</tbody></table><h3>Band 7 \uff08 11 \u4e2a\uff09</h3>\n<table>\n<thead>\n<tr>\n<th>\u5c97\u4f4d</th>\n<th>Business Group</th>\n<th>\u622a\u6b62\u65e5\u671f</th>\n<th>JD \u6982\u62ec</th>\n</tr>\n</thead>\n<tbody>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/AWS-Engineer/54172-en_GB\" rel=\"nofollow\">AWS Engineer</a></td>\n<td>Retail Banking</td>\n<td>01/08/2026</td>\n<td>Trust is backed by a unique partnership between Standard Chartered, one of the world's most trusted banks with more than 160 years of experience in...</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Associate%2C-WRB-Model-Development/51470-en_GB\" rel=\"nofollow\">Associate, WRB Model Development</a></td>\n<td>Retail Banking</td>\n<td>01/08/2026</td>\n<td>This position is for an Associate Manager with an advanced degree in a quantitative discipline; requires experience and proficiency in areas of...</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Credit-Analyst%2C-CPA-Hub/54850-en_GB\" rel=\"nofollow\">Credit Analyst, CPA Hub</a></td>\n<td>Corporate &amp; Commercial Banking</td>\n<td>31/12/2026</td>\n<td>Credit Analysis (\u201cCA\u201d) is an integral part of the CIB.</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Credit-Analyst%2C-CPA-Hub/54851-en_GB\" rel=\"nofollow\">Credit Analyst, CPA Hub</a></td>\n<td>Corporate &amp; Commercial Banking</td>\n<td>31/12/2026</td>\n<td>Credit Analysis (\u201cCA\u201d) is an integral part of the CIB.</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Credit-Analyst%2C-CPA-Hub/54852-en_GB\" rel=\"nofollow\">Credit Analyst, CPA Hub</a></td>\n<td>Corporate &amp; Commercial Banking</td>\n<td>31/12/2026</td>\n<td>Credit Analysis (\u201cCA\u201d) is an integral part of the CIB.</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Credit-Analyst%2C-CPA-Hub/54853-en_GB\" rel=\"nofollow\">Credit Analyst, CPA Hub</a></td>\n<td>Corporate &amp; Commercial Banking</td>\n<td>31/12/2026</td>\n<td>Credit Analysis (\u201cCA\u201d) is an integral part of the CIB.</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Credit-Analyst%2C-CPA-Hub/54854-en_GB\" rel=\"nofollow\">Credit Analyst, CPA Hub</a></td>\n<td>Corporate &amp; Commercial Banking</td>\n<td>31/12/2026</td>\n<td>Credit Analysis (\u201cCA\u201d) is an integral part of the CIB.</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Credit-Analyst%2C-CPA-Hub/54855-en_GB\" rel=\"nofollow\">Credit Analyst, CPA Hub</a></td>\n<td>Corporate &amp; Commercial Banking</td>\n<td>31/12/2026</td>\n<td>Credit Analysis (\u201cCA\u201d) is an integral part of the CIB.</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Frontend-Developer/54127-en_GB\" rel=\"nofollow\">Frontend Developer</a></td>\n<td>Technology</td>\n<td>01/08/2026</td>\n<td>We are looking for a Frontend Specialist, responsible for the development and maintenance of in-house applications.</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Manager%2C-ERM/50863-en_GB\" rel=\"nofollow\">Manager, ERM</a></td>\n<td>Governance, Risk Management &amp; Compliance</td>\n<td>31/12/2026</td>\n<td>We're looking for a Risk Governance Manager to support Risk Governance with Country Risk team in China, including risk, regulatory, reporting and...</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Performance-&amp;-Transformation/54729-en_GB\" rel=\"nofollow\">Performance &amp; Transformation</a></td>\n<td>Operations</td>\n<td>01/08/2026</td>\n<td>As a strategic and result-driven leader in operational excellence and change management delivery.</td>\n</tr>\n</tbody></table><h2>\ud83d\udccd \u5929\u6d25\uff08 29 \u4e2a\u5c97\u4f4d\uff09</h2>\n<h3>Band 5 \uff08 3 \u4e2a\uff09</h3>\n<table>\n<thead>\n<tr>\n<th>\u5c97\u4f4d</th>\n<th>Business Group</th>\n<th>\u622a\u6b62\u65e5\u671f</th>\n<th>JD \u6982\u62ec</th>\n</tr>\n</thead>\n<tbody>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/AI-Lead-Engineer/51754-en_GB\" rel=\"nofollow\">AI Lead Engineer</a></td>\n<td>Technology</td>\n<td>31/07/2026</td>\n<td>As an AI Application Engineer, you\u2019ll be responsible for integrating, fine-tuning, and operationalizing large language models and other AI components...</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/KYC-Policy-Implementation-Manager/52852-en_GB\" rel=\"nofollow\">KYC Policy Implementation Manager</a></td>\n<td>Operations</td>\n<td>31/12/2026</td>\n<td>The CIB Coverage CLM and Servicing KYC Policy Implementation (PI) team manages the implementation of Group and local KYC requirements for CIB...</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Product-Owner%2C-Digital-Banking/50876-en_GB\" rel=\"nofollow\">Product Owner, Digital Banking</a></td>\n<td>Retail Banking</td>\n<td>19/06/2026</td>\n<td>The Product Owner (PO) is a sole person (not a committee), who is responsible for owning the end-to-end customer journeys and product vision &amp;...</td>\n</tr>\n</tbody></table><h3>Band 6 \uff08 14 \u4e2a\uff09</h3>\n<table>\n<thead>\n<tr>\n<th>\u5c97\u4f4d</th>\n<th>Business Group</th>\n<th>\u622a\u6b62\u65e5\u671f</th>\n<th>JD \u6982\u62ec</th>\n</tr>\n</thead>\n<tbody>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Java-Backend-Lead/49131-en_GB\" rel=\"nofollow\">Java Backend Lead</a></td>\n<td>Technology</td>\n<td>30/06/2026</td>\n<td>The Engineer will be a key member of Trade Engineering team and responsible for delivering the product as per the business requirements to the...</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Java-Backend-Lead/49132-en_GB\" rel=\"nofollow\">Java Backend Lead</a></td>\n<td>Technology</td>\n<td>30/06/2026</td>\n<td>The Engineer will be a key member of Trade Engineering team and responsible for delivering the product as per the business requirements to the...</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Manager%2C-Data-Engineering/49546-en_GB\" rel=\"nofollow\">Manager, Data Engineering</a></td>\n<td>Technology</td>\n<td>30/06/2026</td>\n<td>As a Data Engineer your responsibilities include designing, building, and maintaining scalable data infrastructure and pipelines that enable...</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Manager%2C-Data-Engineering/49555-en_GB\" rel=\"nofollow\">Manager, Data Engineering</a></td>\n<td>Technology</td>\n<td>30/06/2026</td>\n<td>As a Data Engineer your responsibilities include designing, building, and maintaining scalable data infrastructure and pipelines that enable...</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Mgr%2C-QA-&amp;-Testing/54594-en_GB\" rel=\"nofollow\">Mgr, QA &amp; Testing</a></td>\n<td>Technology</td>\n<td>31/08/2026</td>\n<td>In charge of managing and delivering the end-to-end testing deliverables from local system integration to Group system integration involving multiple...</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Product-Owner%2C-Retail-Payments/53036-en_GB\" rel=\"nofollow\">Product Owner, Retail Payments</a></td>\n<td>Retail Banking</td>\n<td>07/08/2026</td>\n<td>The Product Owner (PO) is a sole person (not a committee), who is responsible for owning the end-to-end customer journeys and product vision &amp;...</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/SABRE-Developer-Java/50131-en_GB\" rel=\"nofollow\">SABRE Developer - Java</a></td>\n<td>Technology</td>\n<td>30/06/2026</td>\n<td>The successful candidate will play an important role in the development of multiple highly visible deliveries with the primary responsibilities...</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Senior-Experience-Designer%2C-SC-Design-%28UIUX%29/49754-en_GB\" rel=\"nofollow\">Senior Experience Designer, SC Design (UI/UX)</a></td>\n<td>Retail Banking</td>\n<td>30/06/2026</td>\n<td>Develop and champion the user\u2019s experience across all digital screens.</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Senior-Experience-Designer%2C-SC-Design-%28UIUX%29/49755-en_GB\" rel=\"nofollow\">Senior Experience Designer, SC Design (UI/UX)</a></td>\n<td>Retail Banking</td>\n<td>30/06/2026</td>\n<td>Develop and champion the user\u2019s experience across all digital screens.</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Senior-Java-Developer/53310-en_GB\" rel=\"nofollow\">Senior Java Developer</a></td>\n<td>Technology</td>\n<td>31/07/2026</td>\n<td>Financial industry knowledge, especially with derivative products is highly preferred</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Sr_-Assoc%2C-BackEnd-Eng%2C-WRB-Tech/55341-en_GB\" rel=\"nofollow\">Sr. Assoc, BackEnd Eng, WRB Tech</a></td>\n<td>Technology</td>\n<td>30/09/2026</td>\n<td>We are looking for a Full-stack Specialist, responsible for the development and maintenance of in-house applications.</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Sr_-Assoc%2C-Production-Eng%2C-WRB-Tech/54807-en_GB\" rel=\"nofollow\">Sr. Assoc, Production Eng, WRB Tech</a></td>\n<td>Technology</td>\n<td>31/08/2026</td>\n<td>The role is accountable for tactical support for production services, across one or more areas of specific platform/domain.</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Sr_-Assoc%2C-Production-Eng%2C-WRB-Tech/54809-en_GB\" rel=\"nofollow\">Sr. Assoc, Production Eng, WRB Tech</a></td>\n<td>Technology</td>\n<td>31/07/2026</td>\n<td>The role is accountable for tactical support for production services, across one or more areas of specific platform/domain.</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Tech-Support-Specialist/54773-en_GB\" rel=\"nofollow\">Tech Support Specialist</a></td>\n<td>Technology</td>\n<td>30/09/2026</td>\n<td>Technology power\u2019s Standard Chartered Bank's vision and strategic agenda through the provision of innovative and efficient technology solutions; we...</td>\n</tr>\n</tbody></table><h3>Band 7 \uff08 12 \u4e2a\uff09</h3>\n<table>\n<thead>\n<tr>\n<th>\u5c97\u4f4d</th>\n<th>Business Group</th>\n<th>\u622a\u6b62\u65e5\u671f</th>\n<th>JD \u6982\u62ec</th>\n</tr>\n</thead>\n<tbody>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Assoc%2C-FrontEnd-Eng%2C-WRB-Tech/49664-en_GB\" rel=\"nofollow\">Assoc, FrontEnd Eng, WRB Tech</a></td>\n<td>Technology</td>\n<td>31/08/2026</td>\n<td>There is a digital revolution happening that is changing the future of banking.</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Assoc%2C-Production-Eng%2C-WRB-Tech/54823-en_GB\" rel=\"nofollow\">Assoc, Production Eng, WRB Tech</a></td>\n<td>Technology</td>\n<td>31/08/2026</td>\n<td>Looking for Technical Support role for Online and Mobile Banking platform, support engineer responsible will be diagnosing and troubleshoot...</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Assoc%2C-Production-Eng%2C-WRB-Tech/54824-en_GB\" rel=\"nofollow\">Assoc, Production Eng, WRB Tech</a></td>\n<td>Technology</td>\n<td>31/08/2026</td>\n<td>Looking for Technical Support role for Online and Mobile Banking platform, support engineer responsible will be diagnosing and troubleshoot...</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Business-Analyst/54775-en_GB\" rel=\"nofollow\">Business Analyst</a></td>\n<td>Technology</td>\n<td>31/08/2026</td>\n<td>The successful candidate will be a skilled data analyst who is excited about working with a world class team to analysing, designing, developing and...</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Development-Analyst/54468-en_GB\" rel=\"nofollow\">Development Analyst</a></td>\n<td>Technology</td>\n<td>30/06/2026</td>\n<td>Demonstrate strong awareness and understanding of the Group and Business Unit strategy and how technology and delivery execution supports strategic...</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Development-Analyst/54469-en_GB\" rel=\"nofollow\">Development Analyst</a></td>\n<td>Technology</td>\n<td>30/06/2026</td>\n<td>Demonstrate strong awareness and understanding of the Group and Business Unit strategy and how technology and delivery execution supports strategic...</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Manager-%2C-Credit-Risk-Control/55138-en_GB\" rel=\"nofollow\">Manager , Credit Risk Control</a></td>\n<td>Operations</td>\n<td>31/12/2026</td>\n<td>Drives relevant targets across team, and ensuring team members Provide high quality Documentation support and ensure error free work with no...</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Manager%2C-Cash-Client-Service/51998-en_GB\" rel=\"nofollow\">Manager, Cash Client Service</a></td>\n<td>Operations</td>\n<td>30/06/2026</td>\n<td>Lead team to support HK portfolio client\u2019s voice / non voice inquiry handling within agreed service level</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Manager%2C-Cash-Client-Services/51997-en_GB\" rel=\"nofollow\">Manager, Cash Client Services</a></td>\n<td>Operations</td>\n<td>30/06/2026</td>\n<td>Lead team to support HK portfolio client\u2019s voice / non voice inquiry handling within agreed service level</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Relationship-Manager%2C-Priority/51188-en_GB\" rel=\"nofollow\">Relationship Manager, Priority</a></td>\n<td>Retail Banking</td>\n<td>31/12/2026</td>\n<td>As a Relationship Manager, you'll be responsible for managing and developing relationships with clients of Priority Banking &amp; Priority Private...</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Specialist%2C-Orchestration-Client-Management/52772-en_GB\" rel=\"nofollow\">Specialist, Orchestration Client Management</a></td>\n<td>Operations</td>\n<td>31/12/2026</td>\n<td>Supports the country Client Management teams on client requirements and orchestration across processes and services managed by Client Management</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Support-Specialist/53884-en_GB\" rel=\"nofollow\">Support Specialist</a></td>\n<td>Technology</td>\n<td>31/08/2026</td>\n<td>This key position is an exciting opportunity within Markets Production Management.</td>\n</tr>\n</tbody></table><hr/>\n<p>\ud83d\udcee \u6709\u5174\u8da3\u7684\u7b80\u5386\u76f4\u63a5\u53d1\u6211\uff0c\u8d70\u5185\u63a8\u901a\u9053\u3002</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/chitty2025", 
        "name": "chitty2025", 
        "avatar": "https://cdn.v2ex.com/avatar/248f/f8b7/737708_large.png?m=1783067842"
      }, 
      "url": "https://www.v2ex.com/t/1225571", 
      "title": "[\u4e0a\u6d77] \u5916\u4f01 \u5168\u7403\u5f00\u6e90 API \u751f\u6001 Kong \u6838\u5fc3\u7814\u53d1\u56e2\u961f\u62db\u4eba\uff1a\u5bfb\u627e\u786c\u6838\u7f51\u5173 / \u5e95\u5c42\u7f51\u7edc\u7814\u53d1\u4e13\u5bb6 (Rust / Lua / API Gateway / \u7f51\u7edc\u7cfb\u7edf / Infra)", 
      "id": "https://www.v2ex.com/t/1225571", 
      "date_published": "2026-07-07T06:26:09+00:00", 
      "content_html": "<h1>\u5927\u5bb6\u597d\uff0c\u6211\u4eec\u662f Kong \u4e2d\u56fd\u5de5\u7a0b\u56e2\u961f\u3002\u4f5c\u4e3a\u5168\u7403\u9886\u5148\u7684\u4e91\u539f\u751f API \u57fa\u7840\u8bbe\u65bd\u548c\u5f00\u6e90\u7f51\u5173\u751f\u6001\uff0c\u8fc7\u53bb 4 \u5e74\u6211\u4eec\u4e00\u76f4\u5728\u4e2d\u56fd\u9ed8\u9ed8\u8015\u8018\u5e76\u7a33\u6b65\u58ee\u5927\u6211\u4eec\u7684 R&amp;D \u529b\u91cf\u3002</h1>\n<h3>\u5982\u679c\u4f60\u5bf9 \u7f51\u5173 / \u9ad8\u5e76\u53d1 / \u7f51\u7edc / Rust /Lua/ \u4e91\u539f\u751f / AI Infra / \u5f00\u53d1\u8005\u5de5\u5177 \u611f\u5174\u8da3\uff0c\u53ef\u4ee5\u804a\u804a\u3002</h3>\n<h3>\u4e0d\u662f\u5916\u5305\uff0c\u4e0d\u662f\u4e1a\u52a1 CRUD \uff0c\u4e3b\u8981\u505a \u5e95\u5c42\u57fa\u7840\u8bbe\u65bd\u548c\u9ad8\u6027\u80fd\u7cfb\u7edf\u65b9\u5411\u3002</h3>\n<p><img alt=\"\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://files.mdnice.com/user/222236/a9f3d78f-28dc-4333-aee1-31194fe6ca0c.png\"/></p>\n<h1><strong>\u6211\u4eec\u7684\u6838\u5fc3\u4ea7\u54c1\u77e9\u9635</strong></h1>\n<p>\u4f60\u52a0\u5165\u540e\uff0c\u5c06\u6709\u673a\u4f1a\u76f4\u63a5\u53c2\u4e0e\u5230\u4ee5\u4e0b\u6838\u5fc3\u4ea7\u54c1\u7684\u6f14\u8fdb\u4e0e\u6280\u672f\u7a81\u7834\u4e2d\uff1a</p>\n<ul>\n<li>\n<p>Kong Gateway\uff1a\u57fa\u4e8e OpenResty / Nginx \u7684\u9ad8\u6027\u80fd\u6838\u5fc3\u7f51\u5173\u3002</p>\n</li>\n<li>\n<p>AI Gateway\uff1a\u9762\u5411\u5927\u6a21\u578b\uff08 LLM \uff09\u7684\u6700\u524d\u6cbf\u6d41\u91cf\u6cbb\u7406\u4e0e\u8ba1\u7b97\u5f15\u64ce\u3002</p>\n</li>\n<li>\n<p>Kong Ingress Controller\uff1a\u6df1\u8015 Kubernetes Ingress \u4e0e\u4e0b\u4e00\u4ee3 Gateway API \u3002</p>\n</li>\n<li>\n<p>Service Mesh\uff1a\u4e91\u539f\u751f\u5fae\u670d\u52a1\u670d\u52a1\u7f51\u683c\u3002</p>\n</li>\n<li>\n<p>Insomnia\uff1a\u5168\u7403\u6570\u767e\u4e07\u5f00\u53d1\u8005\u5929\u5929\u5728\u7528\u7684\u5f00\u6e90 API Client \uff08\u7c7b\u4f3c Postman \uff09\u3002</p>\n</li>\n</ul>\n<p><img alt=\"\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://files.mdnice.com/user/222236/f9692fab-a18c-4cf0-b881-501fb0c54ca0.png\"/></p>\n<h1><strong>\u5728\u62db\u804c\u4f4d</strong></h1>\n<p>\u6570\u540d Senior \u6838\u5fc3\u7f51\u5173/\u7f51\u7edc\u5e95\u5c42 / Gateway \u4e13\u5bb6\uff08 Rust Preferred,\u5176\u4ed6\u8bed\u8a00\u4e5f\u53ef\u4ee5\uff09</p>\n<p>\u8d1f\u8d23\u7f51\u5173 L4/L7 \u4ee3\u7406\u80fd\u529b\u7684\u7814\u53d1\u3001\u9ad8\u6027\u80fd\u7f51\u7edc\u8def\u7531\u4ee5\u53ca\u6838\u5fc3\u6570\u636e\u6d41\u7684\u67b6\u6784\u8bbe\u8ba1\u3002\u4e13\u6ce8\u4e8e\u7a81\u7834\u9ad8\u6027\u80fd\u7f51\u5173\u7684\u4e0b\u4e00\u4ee3\u6781\u9650\uff0c\u5e76\u9010\u6b65\u5c06 AI \u6d41\u91cf\u6cbb\u7406\u548c\u8ba1\u7b97\u80fd\u529b\u6df1\u5ea6\u878d\u5165\u5e95\u5c42\u67b6\u6784\u3002\u63a8\u8fdb\u6838\u5fc3\u6570\u636e\u9762\uff08 Data Plane \uff09\u7684\u6781\u81f4\u6f14\u8fdb\u4e0e\u6027\u80fd\u538b\u69a8\u3002</p>\n<p>\u6211\u4eec\u5e0c\u671b</p>\n<ul>\n<li>Rust \u662f\u4f60\u4e86\u89e3\u7684\u6280\u672f\u6808\uff0c\u4f46\u4e0d\u4ec5\u9650\u4e8e Rust </li>\n<li>\u64c5\u957f Low-level \u6027\u80fd\u8c03\u4f18\uff0c\u5bf9\u5185\u5b58\u5c4f\u969c\u3001\u96f6\u62f7\u8d1d\u3001\u9ad8\u6027\u80fd\u7f51\u7edc\u534f\u8bae\u6808\u5f00\u53d1\u6709\u6df1\u5165\u7684\u5de5\u7a0b\u5b9e\u8df5</li>\n<li>\u80fd\u591f\u5168\u82f1\u6587\u9762\u8bd5\u3002</li>\n</ul>\n<p>\u5de5\u4f5c\u5730\u70b9\uff1a \u4e0a\u6d77\u3002\n<img alt=\"\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://files.mdnice.com/user/222236/9a5ffae9-7f04-4d24-b93a-5d902c53de98.png\"/></p>\n<h1><strong>\u5173\u4e8e\u4e0a\u6d77\u56e2\u961f</strong></h1>\n<p>\u53ef\u80fd\u5f88\u591a\u670b\u53cb\u62c5\u5fc3\u5916\u4f01\u5728\u56fd\u5185\u7684\u56e2\u961f\u53ea\u662f\u505a\u4e9b\u6280\u672f\u652f\u6301\u6216\u672c\u5730\u5316\u9002\u914d\u3002\u5728 Kong \uff0c\u5b8c\u5168\u6ca1\u6709\u8fd9\u79cd\u8fb9\u7f18\u5de5\u4f5c\uff1a</p>\n<ul>\n<li>\n<p>\u7eaf\u6b63\u7684\u6838\u5fc3 R&amp;D\uff1a 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\uff08\u4e0d 996 \uff09\uff1a \u6211\u4eec\u7531\u6280\u672f\u548c\u5de5\u7a0b\u6587\u5316\u9a71\u52a8\uff0c\u5c0a\u91cd\u6bcf\u4f4d\u5de5\u7a0b\u5e08\u7684\u4e2a\u4eba\u65f6\u95f4\uff0c\u4e0d\u641e\u65e0\u6548\u5185\u5377\uff0c\u7ed9\u8db3\u4f60\u6df1\u8015\u5e95\u5c42\u6280\u672f\u548c\u4eab\u53d7\u751f\u6d3b\u7684\u65f6\u95f4\u3002</p>\n</li>\n</ul>\n<p>\u5206\u4eab\u4e00\u5f20\u4e0a\u4e2a\u6708\u6211\u4eec\u53bb\u6c88\u9633 offsite \u7684\u5927\u5408\u7167\uff1a\n<img alt=\"\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://files.mdnice.com/user/222236/adce2834-01a3-466f-b22b-6a84cd2c06fd.jpg\"/></p>\n<h1><strong>\u6295\u9012\u65b9\u5f0f</strong></h1>\n<p>\u6b22\u8fce\u5954\u8d70\u76f8\u544a\uff0c\u5982\u611f\u5174\u8da3\uff0c\u975e\u5e38\u6b22\u8fce\u76f4\u63a5\u6295\u9012\u82f1\u6587\u7b80\u5386\u5230</p>\n<p><a href=\"mailto:chitty.li@konghq.com\">chitty.li@konghq.com</a>\n\u6216\n<a href=\"mailto:wenjie.lyu@konghq.com\">wenjie.lyu@konghq.com</a>\n\u6216\nV2EX \u79c1\u4fe1\u6211</p>\n<p>\u90ae\u4ef6\u6807\u9898\u5efa\u8bae\uff1a[\u5c97\u4f4d + \u5e74\u9650 + \u57ce\u5e02 + \u59d3\u540d]</p>\n<p>\u6211\u4f1a\u5e2e\u4f60\u76f4\u63a5\u5bf9\u63a5\uff0c\u6d41\u7a0b\u76f8\u5bf9\u9ad8\u6548\u3002</p>\n<p>\u6709\u95ee\u9898\u6b22\u8fce\u56de\u5e16/\u79c1\u4fe1\u4ea4\u6d41\u3002 \u4e5f\u53ef\u4ee5\u5e2e\u4f60\u5224\u65ad\u5c97\u4f4d\u5339\u914d\u5ea6\u3002</p>\n"
    }, 
    {
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        "url": "https://www.v2ex.com/member/hcs66", 
        "name": "hcs66", 
        "avatar": "https://cdn.v2ex.com/avatar/509a/dabf/335294_large.png?m=1778589443"
      }, 
      "url": "https://www.v2ex.com/t/1225429", 
      "date_modified": "2026-07-07T00:39:08+00:00", 
      "content_html": "\u5173\u4e8e\u6211\u4eec<br /><br />Kapibala AI Limited \u6b63\u7ec4\u5efa\u5168\u7403\u5316 AI \u56e2\u961f\uff0c\u805a\u7126 Sales AGI\u2014\u2014\u8986\u76d6\u83b7\u5ba2\u3001\u89e6\u8fbe\u3001\u8c08\u5224\u3001\u6210\u4ea4\u3001\u4ea4\u4ed8\u5168\u94fe\u8def\u7684\u5546\u4e1a\u667a\u80fd\u4f53\uff0c\u8fd0\u884c\u4e8e\u4e3b\u6d41 IM \u5e73\u53f0\u548c\u7535\u9500\u9886\u57df\u3002\u4ea7\u54c1\u5df2\u8fdb\u5165\u4ed8\u8d39\u5185\u6d4b\uff0c\u88ab\u5934\u90e8\u52a0\u5bc6\u4ea4\u6613\u6240\u3001Web3 / RWA \u3001\u8de8\u5883\u5e7f\u544a\u7b49\u5ba2\u6237\u91c7\u7528\uff0cPre-Seed \u8f6e 1000 \u4e07\u7f8e\u5143\u5df2\u5b8c\u6210\u3002<br /><br />\u5c97\u4f4d\u5b9a\u4f4d<br /><br />\u4f20\u7edf\u7684\u5168\u6808\u5f00\u53d1\u5de5\u7a0b\u5e08\u5b9a\u4f4d\u2014\u2014\u4ece\u9700\u6c42\u5230\u4e0a\u7ebf\u7aef\u5230\u7aef\u8d1f\u8d23\uff0c\u628a Sales AGI \u7684\u4e1a\u52a1\u7cfb\u7edf\u3001\u7ba1\u7406\u540e\u53f0\u3001\u6570\u636e\u770b\u677f\u3001\u5ba2\u6237\u5e73\u53f0\u8fd9\u4e9b\u7aef\u5230\u7aef\u4ea4\u4ed8\u51fa\u6765\u3002\u4f60\u8981\u72ec\u7acb\u625b\u524d\u7aef\u3001\u540e\u7aef\u3001\u6570\u636e\u5e93\u3001\u90e8\u7f72\u4e00\u6761\u9f99\u3002<br /><br />AI Native \u65f6\u4ee3\uff0c\u4f60\u4f1a\u91cd\u5ea6\u4f7f\u7528 Claude Code / Cursor \u7b49 AI Coding \u5de5\u5177\u8ba9\u5355\u4eba\u4ea7\u51fa 3-5x\u2014\u2014\u4e0d\u662f\u62e7\u87ba\u4e1d\u7684\u5199\u4ee3\u7801\uff0c\u800c\u662f\u7528 AI \u628a\u81ea\u5df1\u53d8\u6210\u4e00\u4e2a\"\u4e2a\u4eba\u519b\u56e2\"\u3002<br /><br />\u672c\u5c97\u4f4d\u6709 3 \u4e2a\u53ef\u9009\u6df1\u8015\u65b9\u5411\uff08\u6570\u636e\u5e93 / \u8bed\u97f3 Agent / Agent \uff09\uff0c\u5168\u6808\u662f\u5165\u573a\u5238\uff0c\u65b9\u5411\u80fd\u529b\u662f\u5f3a\u52a0\u5206\u4e0e\u6838\u5fc3\u6210\u957f\u7a7a\u95f4\u3002 \u4f60\u53ef\u4ee5\u5728\u6295\u9012\u65f6\u8bf4\u660e\u5e0c\u671b\u5f80\u54ea\u4e2a\u65b9\u5411\u6df1\u8015\uff0c\u4e5f\u53ef\u4ee5\u5728\u9762\u8bd5\u65f6\u8ba8\u8bba\u3002<br /><br />\u5c97\u4f4d\u804c\u8d23<br /><br /><br />\u7aef\u5230\u7aef\u529f\u80fd\u4ea4\u4ed8<br />\u4ece\u4e1a\u52a1\u9700\u6c42 \u2192 \u6280\u672f\u65b9\u6848 \u2192 \u524d\u540e\u7aef\u5b9e\u73b0 \u2192 \u6d4b\u8bd5 \u2192 \u4e0a\u7ebf\uff0c\u72ec\u7acb\u625b\u5b8c\u6574\u94fe\u8def<br />\u540e\u7aef\u670d\u52a1\u5f00\u53d1<br />API \u8bbe\u8ba1\u3001\u72b6\u6001\u7ba1\u7406\u3001\u6d88\u606f\u961f\u5217\u3001\u7f13\u5b58\u7b56\u7565\u3001\u9ad8\u5e76\u53d1\u5904\u7406\uff0c\u8f93\u51fa\u7a33\u5b9a\u53ef\u7ef4\u62a4\u7684\u540e\u7aef<br />\u524d\u7aef\u4ea4\u4ed8<br />\u72ec\u7acb\u5b8c\u6210\u7ba1\u7406\u540e\u53f0 / \u5ba2\u6237\u5e73\u53f0 / \u6570\u636e\u770b\u677f\u7b49\u524d\u7aef\u754c\u9762\uff0cReact \u4f18\u5148<br />\u6570\u636e\u5e93\u8bbe\u8ba1\u4e0e\u4f18\u5316<br />\u4e1a\u52a1\u5b9e\u4f53\u5efa\u6a21\u3001schema \u8bbe\u8ba1\u3001query \u4f18\u5316\u3001\u7d22\u5f15\u7b56\u7565\uff0c\u8ba9\u6570\u636e\u5c42\u625b\u5f97\u4f4f\u4e1a\u52a1\u589e\u957f<br />\u90e8\u7f72\u4e0e\u8fd0\u7ef4<br />Docker / K8s / CI/CD \uff0c\u914d\u5408\u76d1\u63a7\u544a\u8b66\uff0c\u4fdd\u969c\u7ebf\u4e0a\u7a33\u5b9a<br />\u4e1a\u52a1\u5bf9\u9f50<br />\u8ddf\u4ea7\u54c1 / \u4e1a\u52a1 / \u7b97\u6cd5\u56e2\u961f\u534f\u4f5c\uff0c\u628a\u5546\u4e1a\u9700\u6c42\u51c6\u786e\u7ffb\u8bd1\u6210\u6280\u672f\u65b9\u6848<br /><br /><br />\u4efb\u804c\u8981\u6c42\uff08\u5fc5\u5907\uff09<br /><br /><br />3-5 \u5e74\u5168\u6808\u5f00\u53d1\u7ecf\u9a8c\uff0c\u7cbe\u901a TypeScript / Go / Python \u4e2d\u81f3\u5c11\u4e00\u79cd<br />\u719f\u7ec3\u4f7f\u7528 Claude Code / Codex \u7b49 AI Coding \u5de5\u5177\uff0c\u80fd\u7528 AI \u628a\u5355\u4eba\u4ea7\u51fa\u62c9\u5230 3-5x<br />\u624e\u5b9e\u7684\u540e\u7aef\u80fd\u529b\uff0c\u719f\u6089\u9ad8\u5e76\u53d1\u573a\u666f\u4e0b\u7684\u72b6\u6001\u7ba1\u7406\u3001\u6d88\u606f\u961f\u5217\u3001\u7f13\u5b58\u7b56\u7565<br />\u719f\u6089\u81f3\u5c11\u4e00\u79cd\u4e3b\u6d41\u524d\u7aef\u6846\u67b6\uff08 React \u4f18\u5148\uff09\uff0c\u80fd\u72ec\u7acb\u4ea4\u4ed8\u524d\u540e\u7aef<br />\u6570\u636e\u5e93\uff1aPostgreSQL + Redis \u6709\u5b9e\u9645\u4f7f\u7528\u7ecf\u9a8c\uff0c\u5177\u5907\u6570\u636e\u5efa\u6a21\u548c\u6027\u80fd\u4f18\u5316\u57fa\u7840<br />\u5bf9 LLM / Agent \u6709\u57fa\u7840\u7406\u89e3\uff0c\u80fd\u5224\u65ad\u300c\u8be5\u5199\u4ee3\u7801 vs \u8be5\u8ba9\u6a21\u578b\u505a\u300d<br /><br /><br />\u52a0\u5206\u9879<br /><br />\u65b9\u5411\u4e00 \u00b7 \u6570\u636e\u5e93\u65b9\u5411\u52a0\u5206<br /><br /><br />PostgreSQL \u6df1\u5ea6\u8c03\u4f18\u7ecf\u9a8c\uff1a\u590d\u6742 query \u4f18\u5316\u3001\u5927\u8868\u5206\u533a\u3001\u903b\u8f91\u590d\u5236\u3001EXPLAIN \u5206\u6790<br />\u6d88\u606f\u961f\u5217\u4f7f\u7528\u7ecf\u9a8c\uff1aKafka / RabbitMQ / NATS \u7b49\u4efb\u4e00<br />\u5411\u91cf\u6570\u636e\u5e93\u5b9e\u6218\u7ecf\u9a8c\uff1aMilvus / Qdrant / pgvector<br />\u6570\u636e\u4ed3\u5e93 / OLAP \u7ecf\u9a8c\uff1aClickHouse \u3001DuckDB \u7b49<br />\u6709\u8fc7\u6570\u636e\u5e93\u8fc1\u79fb\u3001schema \u5347\u7ea7\u7684\u5b9e\u64cd\u7ecf\u9a8c<br /><br /><br />\u65b9\u5411\u4e8c \u00b7 \u8bed\u97f3 Agent \u65b9\u5411\u52a0\u5206<br /><br /><br />\u5168\u53cc\u5de5\u5b9e\u65f6\u8bed\u97f3 pipeline\uff1aASR + Agent + TTS \u5f02\u6b65\u6d41\u6c34\u7ebf\uff0c\u751f\u4ea7\u7ea7\u843d\u5730\uff0c\u628a\u7528\u6237\u611f\u77e5\u5ef6\u8fdf\u538b\u5230 1 \u79d2\u7ea7<br />\u81ea\u7136\u4ea4\u4e92\u80fd\u529b\uff1a\u6253\u65ad / \u8bef\u6253\u65ad\u6062\u590d / \u4e3b\u52a8\u6253\u65ad / \u8ddf\u8bfb / \u9886\u8bfb / \u52a8\u6001\u8c03\u53c2<br />Segment \u9a71\u52a8\u6d41\u5f0f\u65ad\u53e5\u3001VAD + Punctuation \u591a\u7ef4\u7aef\u70b9\u68c0\u6d4b\u3001\u63a8\u6d4b\u6027 TTS \uff08 Speculative TTS \uff09\u3001\u95e8\u63a7\u54cd\u5e94<br />\u719f\u6089\u8bed\u97f3\u6280\u672f\u6808\uff1aASR \u3001TTS \u3001S2S LLM \u3001AEC \u3001VAD \u3001Turn-Taking \u3001Interruption Recovery<br />LiveKit Agents \u6216\u7c7b\u4f3c\u6846\u67b6\uff08 Pipecat \u7b49\uff09\u6df1\u5ea6\u4f7f\u7528<br />\u719f\u6089 SIP / WebRTC / RTP \u5b9e\u65f6\u901a\u4fe1\u534f\u8bae<br /><br /><br />\u65b9\u5411\u4e09 \u00b7 Agent \u65b9\u5411\u52a0\u5206<br /><br /><br />Agent \u6846\u67b6\u5b9e\u6218\uff1aLangGraph / LlamaIndex / \u81ea\u7814\u7f16\u6392 \u4efb\u4e00<br />Agent Loop \u8fd0\u884c\u65f6\uff1a\u4e0a\u4e0b\u6587\u7ec4\u88c5 / \u6d41\u5f0f\u8c03\u7528 / \u5de5\u5177\u6267\u884c + \u6743\u9650 / \u9519\u8bef\u6062\u590d / \u4e0a\u4e0b\u6587\u538b\u7f29 / Checkpoint \u56de\u6eda<br />\u5de5\u5177\u7f16\u6392\uff1a\u5e76\u884c\u8c03\u7528\u3001\u5faa\u73af\u68c0\u6d4b\u3001\u52a8\u6001\u6388\u6743\uff1b\u6e10\u8fdb\u5f0f\u6280\u80fd\u52a0\u8f7d\uff08 Find Skills \uff09\u673a\u5236<br />Function Calling / Tool Use / ReAct \u6df1\u5165\u4f7f\u7528<br />\u591a Agent \u901a\u4fe1\uff1aMailbox \u6d88\u606f\u4f20\u9012\uff08\u7c7b A2A \uff09<br />RAG \u5168\u94fe\u8def\u5de5\u7a0b\u7ecf\u9a8c\uff1a\u5411\u91cf\u68c0\u7d22\uff08 Milvus / Qdrant / pgvector \uff09\u3001Rerank \u3001Chunk \u7b56\u7565\u3001Query Rewrite<br />\u591a\u6a21\u578b\u96c6\u6210\u7ecf\u9a8c\uff08 Claude / Gemini / OpenAI / \u81ea\u7814\uff09<br />\u6709\u5f00\u6e90 Agent \u9879\u76ee\u53ef\u9644 GitHub \u94fe\u63a5\uff08\u53ef\u76f4\u63a5 review \u4ee3\u7801\uff09<br /><br /><br />\u901a\u7528\u52a0\u5206<br /><br /><br />\u5b8c\u6574\u4ea7\u54c1\u4ece 0 \u5230 1 \u7684\u7ecf\u5386\uff0c\u53c2\u4e0e\u8fc7\u67b6\u6784\u51b3\u7b56\u548c\u4ea7\u54c1\u65b9\u5411<br />\u5206\u5e03\u5f0f\u7cfb\u7edf\u7ecf\u9a8c\uff08\u4e00\u81f4\u6027\u3001\u53ef\u9760\u6295\u9012\u3001\u72b6\u6001\u673a\uff09<br />IM \u5e73\u53f0\u5f00\u53d1\u7ecf\u9a8c\uff08 Telegram \u3001WhatsApp \u3001Discord \u7b49\u4efb\u4e00\uff09<br /><br />\u6211\u4eec\u63d0\u4f9b<br /><br /><br />\u00a5 50-80W \u00b7 ANNUAL CASH \u2014 \u65e0\u8d23\u5e95\u85aa + \u7ee9\u6548 + \u9879\u76ee\u5206\u7ea2 + \u671f\u6743<br />REMOTE + ON-SITE \u00b7 HYBRID \u2014 \u8fdc\u7a0b + on-site \u7ed3\u5408\uff0con-site \u671f\u95f4\u516c\u53f8\u5b89\u6392\u4f4f\u5bbf\uff1b\u516c\u53f8\u63d0\u4f9b\u5de5\u7b7e<br />\u221e TOKENS \u00b7 AI BUDGET \u2014 Claude / GPT / \u5185\u90e8\u6a21\u578b\u4e0d\u8bbe\u4e0a\u9650<br />MBZUAI PhD \u00b7 LAB PARTNER \u2014 \u4e0e MBZUAI \u5408\u4f5c\u5b9e\u9a8c\u5ba4 \u00b7 \u63d0\u4f9b\u5728\u804c\u8bfb\u535a\u673a\u4f1a<br />OWNERSHIP \u00b7 EQUITY \u2014 \u5b8c\u6574 ownership \u00b7 \u4ee3\u7801\u76f4\u63a5\u5f71\u54cd\u4ea7\u54c1\u8d70\u5411<br />FLAT TEAM \u00b7 CULTURE \u2014 \u5c0f\u56e2\u961f \u00b7 \u6241\u5e73\u534f\u4f5c \u00b7 CTO \u76f4\u63a5\u5e26<br />SPIN-OFF \u00b7 FUTURE \u2014 \u6838\u5fc3\u6210\u5458\u53ef\u5b75\u5316\u72ec\u7acb\u9879\u76ee\u7ebf<br /><br />\u6295\u9012\u65b9\u5f0f<br /><br /><br />\u90ae\u7bb1\uff1a info@kapibala.ai<br />\u90ae\u4ef6\u4e3b\u9898\uff1a\u300c\u5e94\u8058\u5168\u6808\u5f00\u53d1\u5de5\u7a0b\u5e08\uff08\u610f\u5411\u65b9\u5411\uff09- \u59d3\u540d\u300d<br />\u5fae\u4fe1\uff1abzy-151<br />\u5b98\u7f51\uff1a <a target=\"_blank\" href=\"https://kapibala.ai\" rel=\"nofollow noopener\">https://kapibala.ai</a><br />\u5c0f\u7ea2\u4e66\u5b98\u53f7\uff1aKapibala AI", 
      "date_published": "2026-07-06T19:06:12+00:00", 
      "title": "\u5168\u6808\u5f00\u53d1\u5de5\u7a0b\u5e08\u62db\u52df\uff1b", 
      "id": "https://www.v2ex.com/t/1225429"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/yjpeminem0604", 
        "name": "yjpeminem0604", 
        "avatar": "https://cdn.v2ex.com/gravatar/43623035063a995a0f3f9906eadd41ec?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1225426", 
      "title": "[\u62db\u8058] AI \u4f34\u4fa3\u4ea7\u54c1\u5bf9\u8bdd\u7f16\u6392\u5de5\u7a0b\u5e08", 
      "id": "https://www.v2ex.com/t/1225426", 
      "date_published": "2026-07-06T17:15:46+00:00", 
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WebSocket \u670d\u52a1\uff0c\u8fde\u63a5\u673a\u5668\u4eba\u7aef\u4e0e\u4e91\u7aef\uff0c\u5904\u7406\u6307\u4ee4\u4e0b\u53d1\u3001\u72b6\u6001\u56de\u4f20\u3001\u65e5\u5fd7\u6536\u96c6\u7b49\u3002<br />2. \u524d\u7aef\u53ef\u89c6\u5316\u4e0e\u64cd\u63a7\u754c\u9762\uff1a\u5f00\u53d1\u673a\u5668\u4eba\u8fdc\u7a0b\u64cd\u63a7\u9762\u677f\u3001\u6570\u636e\u53ef\u89c6\u5316\u770b\u677f\u3001\u4efb\u52a1\u7ba1\u7406\u754c\u9762\u7b49\uff0c\u8ba9\u7b97\u6cd5\u540c\u5b66\u548c\u5ba2\u6237\u80fd\u76f4\u89c2\u5730\u770b\u5230\u673a\u5668\u4eba\u201c\u770b\u5230\u4ec0\u4e48\u3001\u5728\u505a\u4ec0\u4e48\u201d\u3002<br />3. \u6a21\u578b\u670d\u52a1\u5316\uff1a\u5c06\u8bad\u7ec3\u597d\u7684 AI \u6a21\u578b\u5c01\u88c5\u6210\u63a8\u7406\u670d\u52a1\uff0c\u8bbe\u8ba1\u8c03\u7528\u63a5\u53e3\uff0c\u5e76\u5b9e\u73b0\u7b80\u5355\u7684\u8d1f\u8f7d\u5747\u8861\u4e0e\u90e8\u7f72\u66f4\u65b0\u3002<br />4. \u5de5\u7a0b\u6548\u80fd\u5de5\u5177\uff1a\u4e3a\u5185\u90e8\u5f00\u53d1\u56e2\u961f\u642d\u5efa CI/CD \u3001\u81ea\u52a8\u5316\u6d4b\u8bd5\u3001\u76d1\u63a7\u62a5\u8b66\u7b49\u57fa\u7840\u8bbe\u65bd\uff0c\u63d0\u5347\u6574\u4f53\u8fed\u4ee3\u901f\u5ea6\u3002<br /><br />---<br />\u4efb\u804c\u8981\u6c42\uff1a<br />\u638c\u63e1\uff1a<br />- AI \u5de5\u7a0b\u5316\u80fd\u529b: \u719f\u7ec3\u4f7f\u7528 Claude Code \u3001Codex \u3001Cursor \u7b49 AI \u7f16\u7a0b\u5de5\u5177\uff0c\u80fd\u591f\u5c06 AI \u6df1\u5ea6\u878d\u5165\u65e5\u5e38\u7814\u53d1\u6d41\u7a0b\u3002<br />\u7406\u89e3 AI \u8f85\u52a9\u5f00\u53d1\u7684\u6b63\u786e\u4f7f\u7528\u65b9\u5f0f\uff0c\u80fd\u591f\u901a\u8fc7\u6e05\u6670\u7684\u9700\u6c42\u62c6\u89e3\u3001\u4e0a\u4e0b\u6587\u6574\u7406\u3001\u63d0\u793a\u8bcd\u8bbe\u8ba1\u548c\u4ee3\u7801\u5ba1\u67e5\uff0c\u63d0\u9ad8\u7814\u53d1\u6548\u7387\u4e0e\u4ea4\u4ed8\u8d28\u91cf\u3002\u5177\u5907 All in AI \u7684\u5de5\u4f5c\u7406\u5ff5\uff0c\u613f\u610f\u4e3b\u52a8\u63a2\u7d22 AI \u5728\u9700\u6c42\u5206\u6790\u3001\u67b6\u6784\u8bbe\u8ba1\u3001\u4ee3\u7801\u751f\u6210\u3001\u91cd\u6784\u3001\u6d4b\u8bd5\u3001\u6587\u6863\u7f16\u5199\u3001Code Review \u7b49\u73af\u8282\u4e2d\u7684\u5e94\u7528\u3002<br />- \u524d\u7aef\u80fd\u529b\uff1a\u80fd\u591f\u4f7f\u7528\u4e00\u79cd\u73b0\u4ee3\u524d\u7aef\u6846\u67b6\uff08 React / Vue / Svelte \u5747\u53ef\uff09\uff0c\u80fd\u72ec\u7acb\u5f00\u53d1\u542b\u56fe\u8868\u3001\u8868\u683c\u3001\u5b9e\u65f6\u6570\u636e\u6d41\u7684\u4ea4\u4e92\u5f0f\u9875\u9762\u3002<br />- \u540e\u7aef\u80fd\u529b\uff1aGo \u6216 Python \u81f3\u5c11\u719f\u6089\u4e00\u95e8\uff0c\u80fd\u7528\u5176\u7f16\u5199\u89c4\u8303\u7684 Web \u670d\u52a1\uff08\u5982 Gin \u3001FastAPI \u3001Django \u7b49\uff09\uff0c\u7406\u89e3\u4e2d\u95f4\u4ef6\u3001ORM \u3001\u8eab\u4efd\u8ba4\u8bc1\u7b49\u5e38\u89c1\u540e\u7aef\u7ec4\u4ef6\u3002<br />- \u6570\u636e\u5e93\uff1a\u4e86\u89e3\u81f3\u5c11\u4e00\u79cd\u5173\u7cfb\u578b\u6570\u636e\u5e93\uff08 PostgreSQL / MySQL \uff09\u548c\u4e00\u79cd\u7f13\u5b58/\u6d88\u606f\u961f\u5217\uff08 Redis / RabbitMQ / Kafka \uff09\uff0c\u80fd\u8bbe\u8ba1\u5408\u7406\u7684\u8868\u7ed3\u6784\u3002<br />- \u7f51\u7edc\u4e0e\u534f\u8bae\uff1a\u7406\u89e3 HTTP/HTTPS \u3001WebSocket \u3001RESTful \u98ce\u683c\uff0c\u80fd\u8c03\u8bd5\u524d\u540e\u7aef\u8054\u8c03\u4e2d\u7684\u7f51\u7edc\u95ee\u9898\u3002<br />- Linux \u65e5\u5e38\u5de5\u4f5c\u6d41\uff1a\u80fd\u5728 Linux \u4e0b\u8212\u9002\u5f00\u53d1\u3001\u90e8\u7f72\u670d\u52a1\uff0c\u4f1a\u4f7f\u7528 Docker \u6253\u5305\u5e94\u7528\u3002<br /><br />\u52a0\u5206\u9879\uff08\u975e\u5fc5\u987b\uff09\uff1a<br />- \u6709\u8fc7\u6d41\u5a92\u4f53\u5904\u7406\u7ecf\u9a8c\uff08\u5982 WebRTC \uff09\uff0c\u9002\u5408\u5904\u7406\u673a\u5668\u4eba\u4ea7\u751f\u7684\u89c6\u9891\u6d41\u3002<br />- \u5199\u8fc7\u7b80\u5355\u7684\u8fd0\u7ef4\u811a\u672c\uff0c\u63a5\u89e6\u8fc7 Prometheus + Grafana \u7b49\u76d1\u63a7\u6280\u672f\u3002<br />- \u5bf9\u673a\u5668\u4eba\u6216\u5177\u8eab\u667a\u80fd\u6709\u5174\u8da3\uff0c\u613f\u610f\u7406\u89e3\u4e1a\u52a1\u7aef\u7684\u9700\u6c42\uff0c\u800c\u975e\u4ec5\u57cb\u5934\u5199\u7801\u3002<br />- \u6709\u4e2a\u4eba\u5168\u6808\u9879\u76ee\u5c55\u793a\uff0c\u54ea\u6015\u662f\u8bfe\u7a0b\u8bbe\u8ba1\u6216 Side Project \u3002     <br /><br />\u6709\u610f\u8005\u8bf7\u5c06\u7b80\u5386\u53d1\u81f3 kevin@symbiosis<a target=\"_blank\" href=\"http://-x.com\" rel=\"nofollow noopener\">-x.com</a>"
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      "url": "https://www.v2ex.com/t/1225287", 
      "date_modified": "2026-07-06T06:08:16+00:00", 
      "content_html": "Position\uff1a\u91cf\u5316\u4ea4\u6613\u7cfb\u7edf\u5de5\u7a0b\u5e08<br />Job Type: Full-Time \uff0cOnsite \u65b0\u52a0\u5761/\u9999\u6e2f\uff0c\u6216\u8005\u53ef relocate \u65b0\u52a0\u5761/\u9999\u6e2f\uff08\u53ef\u63d0\u4f9b EP \uff09<br />PS\uff1a<br />1 \u3001\u8d1f\u8d23\u4f4e\u5ef6\u8fdf\u4ea4\u6613\u7cfb\u7edf\u67b6\u6784\u4e0e\u5f00\u53d1\uff08\u884c\u60c5\u3001\u7b56\u7565\u6267\u884c\u3001\u8ba2\u5355\u8def\u7531\u3001\u98ce\u63a7\u7b49\uff09\uff0c\u6781\u81f4\u4f18\u5316\u6027\u80fd\uff0c\u843d\u5730\u7b56\u7565\u9700\u6c42\u5e76\u4fdd\u969c\u7cfb\u7edf\u9ad8\u53ef\u7528\u3002<br />2 \u3001\u5168\u65e5\u5236\u53cc\u4e00\u6d41/985/211 \u8ba1\u7b97\u673a\u76f8\u5173\u4e13\u4e1a\uff0c5-8 \u5e74\u540e\u7aef\u7ecf\u9a8c\uff1b<br />3 \u3001\u7cbe\u901a Java/Kotlin/Scala/Rust/C++ \u4e4b\u4e00\uff0c\u719f\u6089\u4f4e\u5ef6\u8fdf\u3001\u5e76\u53d1\u3001\u7f51\u7edc\u7f16\u7a0b\u53ca\u6027\u80fd\u8c03\u4f18\uff0c\u6709\u4ea4\u6613/\u98ce\u63a7/\u64ae\u5408\u7cfb\u7edf\u7ecf\u9a8c\u4f18\u5148\uff1b<br />4 \u3001\u975e\u5e38\u6241\u5e73\uff0c\u7a33\u5b9a\u6027\u5f88\u9ad8\uff0c\u5178\u578b\u5de5\u7a0b\u5e08\u6587\u5316\u6c1b\u56f4\uff1b\u5185\u90e8\u4eba\u5458\u80cc\u666f\u5f88\u597d\uff0c\u5de5\u7a0b\u80fd\u529b\u5f88\u5f3a\uff0c\u5f88 nice \u3002<br /><br />\u8bf7\u643a\u5e26\u7b80\u5386\u54a8\u8be2\uff0c\u8c22\u8c22\uff1b<br />TG\uff1a@jtx_2023<br />E:\u00a0justinxu@futuretalent.com.cn", 
      "date_published": "2026-07-06T06:07:19+00:00", 
      "title": "\u62db\u8058\uff1a\r\n\u91cf\u5316\u4ea4\u6613\u7cfb\u7edf\u5de5\u7a0b\u5e08\r\nPS\uff1a\r\nOnsite \u65b0\u52a0\u5761/\u9999\u6e2f\uff0c\u6216\u8005\u53ef relocate \u65b0\u52a0\u5761/\u9999\u6e2f\uff08\u53ef\u63d0\u4f9b EP\uff09", 
      "id": "https://www.v2ex.com/t/1225287"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/yestodayHadRain", 
        "name": "yestodayHadRain", 
        "avatar": "https://cdn.v2ex.com/avatar/fbef/9819/284540_large.png?m=1783302293"
      }, 
      "url": "https://www.v2ex.com/t/1225196", 
      "date_modified": "2026-07-06T02:10:25+00:00", 
      "content_html": "", 
      "date_published": "2026-07-06T02:02:49+00:00", 
      "title": "\u5df2\u5220\u9664", 
      "id": "https://www.v2ex.com/t/1225196"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/justinX", 
        "name": "justinX", 
        "avatar": "https://cdn.v2ex.com/avatar/e2b5/06ca/664687_large.png?m=1701222185"
      }, 
      "url": "https://www.v2ex.com/t/1225104", 
      "title": "\u62db\u8058\uff1a\r\n\u91cf\u5316\u4ea4\u6613\u7cfb\u7edf\u5de5\u7a0b\u5e08\uff0c\r\n\u5168\u7aef\u524d\u7aef\u5de5\u7a0b\u5e08\uff08Flutter + React\uff09\uff0c\r\n\u8d44\u6df1\u6570\u636e\u5f00\u53d1\u5de5\u7a0b\u5e08\uff0c\r\n\u793e\u5a92\u8fd0\u8425 or \u9ad8\u7ea7\u8fd0\u8425\uff0c\r\nPMO\uff08\u8d44\u6df1\u9879\u76ee\u7ba1\u7406\uff09\u3002", 
      "id": "https://www.v2ex.com/t/1225104", 
      "date_published": "2026-07-05T11:38:29+00:00", 
      "content_html": "Position \u4e00\uff1a\u91cf\u5316\u4ea4\u6613\u7cfb\u7edf\u5de5\u7a0b\u5e08<br />Job Type: Full-Time \uff0cOnsite \u676d\u5dde\uff0c\u672a\u6765\u53ef relocate \u65b0\u52a0\u5761/\u9999\u6e2f\uff08\u53ef\u63d0\u4f9b EP \uff09<br />PS\uff1a<br />1 \u3001\u8d1f\u8d23\u4f4e\u5ef6\u8fdf\u4ea4\u6613\u7cfb\u7edf\u67b6\u6784\u4e0e\u5f00\u53d1\uff08\u884c\u60c5\u3001\u7b56\u7565\u6267\u884c\u3001\u8ba2\u5355\u8def\u7531\u3001\u98ce\u63a7\u7b49\uff09\uff0c\u6781\u81f4\u4f18\u5316\u6027\u80fd\uff0c\u843d\u5730\u7b56\u7565\u9700\u6c42\u5e76\u4fdd\u969c\u7cfb\u7edf\u9ad8\u53ef\u7528\u3002<br />2 \u3001\u5168\u65e5\u5236\u53cc\u4e00\u6d41/985/211 \u8ba1\u7b97\u673a\u76f8\u5173\u4e13\u4e1a\uff0c5-8 \u5e74\u540e\u7aef\u7ecf\u9a8c\uff1b<br />3 \u3001\u7cbe\u901a Java/Kotlin/Scala/Rust/C++ \u4e4b\u4e00\uff0c\u719f\u6089\u4f4e\u5ef6\u8fdf\u3001\u5e76\u53d1\u3001\u7f51\u7edc\u7f16\u7a0b\u53ca\u6027\u80fd\u8c03\u4f18\uff0c\u6709\u4ea4\u6613/\u98ce\u63a7/\u64ae\u5408\u7cfb\u7edf\u7ecf\u9a8c\u4f18\u5148\u3002<br /><br /><br />Position \u4e8c\uff1a\u5168\u7aef\u524d\u7aef\u5de5\u7a0b\u5e08\uff08 Flutter + React \uff09<br />Job Type: Full-Time \uff0cRemote<br />PS\uff1a<br />1 \u3001\u804c\u8d23\uff1a\u7528 Flutter \u5f00\u53d1\u9ad8\u6027\u80fd\u4ea4\u6613 App \uff08\u542b\u667a\u80fd\u5408\u7ea6\u8c03\u7528\uff09\uff0c\u7528 React \u652f\u6491\u8f7b\u91cf\u7ea7 Web \u524d\u7aef\uff0c\u590d\u7528\u8bbe\u8ba1\u903b\u8f91\u5e76\u4fdd\u969c\u6027\u80fd\u4e0e\u7a33\u5b9a\u6027\u3002<br />2 \u3001\u8981\u6c42\uff1aFlutter \u5f3a\u9879 + CEX/DEX \u80cc\u666f\uff0c\u5168\u65e5\u5236\u672c\u79d1\u8ba1\u7b97\u673a\u4e13\u4e1a\uff0c3/10 \u5e74\u4ee5\u4e0a Flutter \u751f\u4ea7\u7ea7\u7ecf\u9a8c\uff0c\u4f1a React \uff0c\u719f\u6089 REST/WebSocket \u3002<br />3 \u3001\u52a0\u5206\uff1a\u667a\u80fd\u5408\u7ea6\u4ea4\u4e92\u3001\u4ea4\u6613/\u91d1\u878d\u7c7b UI \u3001\u52a8\u753b\u4f18\u5316\u3001\u7edf\u4e00\u8bbe\u8ba1\u4f53\u7cfb\uff0c\u4e14\u5de5\u4f5c\u4e3b\u52a8\u3001\u6267\u884c\u529b\u5f3a\u3002<br /><br /><br />Position \u4e09\uff1a\u8d44\u6df1\u6570\u636e\u5f00\u53d1\u5de5\u7a0b\u5e08<br />Job Type: Full-Time \uff0cRemote<br />PS\uff1a<br />1 \u3001\u5177\u5907\u6570\u636e\u6574\u4f53\u67b6\u6784\u8bbe\u8ba1\u4e0e\u843d\u5730\u5f00\u53d1\u80fd\u529b\uff0c\u517c\u5177\u540e\u7aef\u5de5\u7a0b\u7ecf\u9a8c\uff1b<br />2 \u3001\u5177\u5907 CEX/DEX \u4efb\u804c\u80cc\u666f\uff08 Top3 \u4f18\u5148\uff09\uff0c\u6709 AI \u4f7f\u7528\u7ecf\u9a8c\uff1b<br />3 \u3001\u6570\u5b66/\u8ba1\u7b97\u673a\u4e13\u4e1a\u672c\u79d1\u53ca\u4ee5\u4e0a\uff0c\u5fc5\u987b\u53c2\u52a0\u8fc7\u7ade\u8d5b\u80cc\u666f\u3002<br /><br /><br />Position \u56db\uff1a \u793e\u5a92\u8fd0\u8425 or \u8fd0\u8425\u7ecf\u7406 / \u9ad8\u7ea7\u8fd0\u8425\uff08\u9884\u6d4b\u5e02\u573a-\u7528\u6237\u589e\u957f\u4e0e\u5e02\u573a\u8fd0\u8425\u65b9\u5411\uff09<br />Job Type: Full-Time \uff0cremote<br />PS\uff1a<br />1 \u3001\u6709 3-10 \u5e74\u5de6\u53f3 CEX/DEX \u5408\u7ea6\u4ea7\u54c1\u8fd0\u8425 or \u793e\u5a92\u8fd0\u8425\u76f8\u5173\u7ecf\u9a8c\u517c\u5177\u5e02\u573a\u534f\u540c\u80fd\u529b\uff0c\u7528\u6237\u589e\u957f\u3001\u7528\u6237\u751f\u547d\u5468\u671f\u7ba1\u7406\uff0c\u5305\u62ec\u62c9\u65b0\u3001\u6fc0\u6d3b\u3001\u7559\u5b58\u3001\u53ec\u56de\u3001\u4ea4\u6613\u8f6c\u5316\uff0c\u6d3b\u52a8\u6267\u884c\u3001KOL/agency \u7ba1\u7406\u4ee5\u53ca\u9884\u6d4b\u5185\u5bb9\u4f9b\u7ed9\uff0c\u5efa\u7acb\u6301\u7eed\u8fd0\u8f6c\u7684\u8fd0\u8425\u4f53\u7cfb\u3002<br />2 \u3001\u5bf9 crypto / prediction markets / trading products \u611f\u5174\u8da3\uff0c\u6709\u76f8\u5173\u63a5\u89e6\u66f4\u597d\u3002<br />3 \u3001\u4e2d\u82f1\u6587\u53ef\u4ee5\u4f5c\u4e3a\u5de5\u4f5c\u8bed\u8a00\u52a0\u5206\u3002<br /><br /><br />Position \u4e94\uff1aPMO \uff08\u8d44\u6df1\u9879\u76ee\u7ba1\u7406\uff09<br />Job Type: Full-Time \uff0cremote<br />PS\uff1a<br />1 \u30015 \u5e74+Web3 PM/PMO \u7ecf\u9a8c+3 \u5e74\u4ea4\u6613\u6240\u540c\u5c97\uff0c\u719f\u6089 Perp DEX/CEX \uff0c\u5934\u90e8\u5e73\u53f0\u80cc\u666f\u4f18\u5148\uff1b\u9700\u5c06\u4e1a\u52a1\u76ee\u6807\u62c6\u89e3\u4e3a\u53ef\u6267\u884c\u8ba1\u5212\uff0c\u4e25\u63a7\u4ea4\u4ed8\u8d28\u91cf\u4e0e\u98ce\u9669\uff0c\u4e3b\u52a8\u534f\u8c03\u8de8\u56e2\u961f\u8d44\u6e90\u3002<br />2 \u3001\u5177\u5907\u521b\u4e1a\u8005\u5fc3\u6001\u4e0e\u4e3b\u4eba\u7fc1\u610f\u8bc6\uff0c\u80fd\u5728\u9ad8\u53d8\u5316\u73af\u5883\u4e2d\u52a8\u6001\u8c03\u6574\u8282\u594f\uff0c\u62d2\u7edd\u88ab\u52a8\u6267\u884c\uff1b\u6301\u7eed\u4f18\u5316\u534f\u4f5c\u6d41\u7a0b\u4e0e\u6807\u51c6\uff0c\u63d0\u5347\u7ec4\u7ec7\u6548\u7387\u3002<br />3 \u3001\u52a0\u5206\uff1a\u8d44\u6df1 Perp DEX \u7528\u6237\uff0c\u61c2\u884d\u751f\u54c1\u4e0e\u94fe\u4e0a\u903b\u8f91\uff1b\u6709\u4ea7\u54c1/\u6280\u672f/\u8fd0\u8425\u80cc\u666f\uff0c\u5177\u4ea7\u54c1\u601d\u7ef4\uff1b\u4e2d\u82f1\u8bed\u6d41\u5229\uff0c\u9002\u5e94\u8de8\u65f6\u533a\uff08 GMT+8 \uff09\u3002<br /><br /><br />\u8bf7\u643a\u5e26\u7b80\u5386\u54a8\u8be2\uff0c\u8c22\u8c22\uff1b<br />TG\uff1a@jtx_2023<br />E:\u00a0justinxu@futuretalent.com.cn"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/macbardayan", 
        "name": "macbardayan", 
        "avatar": "https://cdn.v2ex.com/avatar/d01d/ae69/826862_large.png?m=1783238295"
      }, 
      "url": "https://www.v2ex.com/t/1225074", 
      "title": "\u63d0\u6210\u5236\u8425\u9500\u4ee3\u7406", 
      "id": "https://www.v2ex.com/t/1225074", 
      "date_published": "2026-07-05T08:00:16+00:00", 
      "content_html": "\u85aa\u916c\uff1a \u6210\u529f\u7b7e\u7ea6\u4e00\u4f4d\u5ba2\u6237\u63d0\u6210 2,000 \u5143\u4eba\u6c11\u5e01<br /><br />\u6211\u4eec\u6b63\u5728\u5bfb\u627e\u4e00\u4f4d\u57fa\u4e8e\u63d0\u6210\u5408\u4f5c\u7684\u8425\u9500\u4ee3\u7406\u3002\u60a8\u5c06\u5229\u7528\u81ea\u8eab\u7684\u6280\u80fd\u548c\u4eba\u8109\uff0c\u4e3a\u6211\u4eec\u7684\u7f8e\u56fd\u5927\u5b66\u5347\u5b66\u54a8\u8be2\u670d\u52a1\u62d3\u5c55\u5e76\u83b7\u53d6\u5ba2\u6237\u3002\u6211\u4eec\u7684\u4f7f\u547d\u662f\u4e0e\u5b66\u751f\u5e76\u80a9\u540c\u884c\uff0c\u52a9\u529b\u4ed6\u4eec\u987a\u5229\u5347\u5165\u7406\u60f3\u7684\u7f8e\u56fd\u5b66\u5e9c\u3002<br /><br />\u5728\u60a8\u7684\u5de5\u4f5c\u4e2d\uff0c\u60a8\u5c06\u8d1f\u8d23\u6f5c\u5728\u5ba2\u6237\u7684\u62d3\u5c55\u3001\u524d\u671f\u5bf9\u63a5\uff0c\u5e76\u5411\u4ed6\u4eec\u63a8\u4ecb\u6211\u4eec\u54c1\u724c\u7684\u6838\u5fc3\u4ef7\u503c\u3002\u60a8\u7684\u5de5\u4f5c\u65b9\u5f0f\u4eab\u6709\u6781\u5927\u7684\u7075\u6d3b\u6027\uff0c\u60a8\u7684\u85aa\u916c\u6536\u5165\u4e0e\u60a8\u7684\u4e1a\u7ee9\u6210\u679c\u76f4\u63a5\u6302\u94a9\u3002<br /><br />\u53ea\u8981\u65b9\u6cd5\u5f97\u5f53\uff0c\u8fd9\u5c06\u662f\u4e00\u4e2a\u80fd\u5728\u77ed\u671f\u5185\u8d5a\u53d6\u4e30\u539a\u56de\u62a5\u7684\u7edd\u4f73\u673a\u4f1a\u3002<br /><br />\u4efb\u804c\u8981\u6c42\uff1a \u5177\u5907\u6559\u80b2\u884c\u4e1a\u7ecf\u9a8c\uff0c\u548c/\u6216\u62e5\u6709\u9762\u5411\u5bb6\u5ead\uff08\u5b66\u751f\u5bb6\u957f\uff09\u7684\u8425\u9500\u7ecf\u9a8c\u3002"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/sdrzlyz", 
        "name": "sdrzlyz", 
        "avatar": "https://cdn.v2ex.com/avatar/debb/e6c6/55449_large.png?m=1473992239"
      }, 
      "url": "https://www.v2ex.com/t/1224935", 
      "date_modified": "2026-07-04T06:59:42+00:00", 
      "content_html": "<p><strong>\u5c97\u4f4d\u6682\u65e0 Remote \uff0c\u52ff\u6295\uff01\uff01\uff01</strong></p>\n<p><strong>\u5177\u5907\u826f\u597d\u7684\u82f1\u6587\u9605\u8bfb\u4e0e\u4e66\u9762\u6c9f\u901a\u80fd\u529b\uff0c\u80fd\u591f\u9605\u8bfb\u82f1\u6587\u6280\u672f\u6587\u6863\u3001API \u6587\u6863\u53ca\u5f00\u6e90\u9879\u76ee\u8d44\u6599\uff0c\u5e76\u80fd\u5728\u56fd\u9645\u5316\u56e2\u961f\u73af\u5883\u4e2d\u8fdb\u884c\u65e5\u5e38\u534f\u4f5c\u3002\uff08\u5982\u4f55\u5b9a\u4e49\u82f1\u8bed\u597d\uff1f\u9996\u5148\u4f60\u81ea\u5df1\u8981\u89c9\u5f97\u81ea\u5df1\u80fd\u884c\uff01\uff09</strong></p>\n<p><strong>\u5de5\u7a0b\u5e08 --&gt; \u89e3\u51b3\u95ee\u9898 --&gt; \u4e0d\u53ea\u5173\u6ce8\u7f16\u7801\u5b9e\u73b0\uff0c\u66f4\u5173\u6ce8\u95ee\u9898\u7406\u89e3\u3001\u65b9\u6848\u8bbe\u8ba1\u548c\u7ed3\u679c\u4ea4\u4ed8\u3002\uff08\u559c\u6b22\u95f7\u5934\u5199\u4ee3\u7801\u7684\u52ff\u6295\uff09</strong></p>\n<p><strong>\u5173\u4e8e\u85aa\u916c\u8303\u56f4\uff1a30w~45w \uff08\u7a0e\u524d\uff0c\u4e0d\u753b\u997c\uff09</strong></p>\n<hr/>\n<h2>Job Description / \u5c97\u4f4d\u8bf4\u660e</h2>\n<p>AI Full-Stack Engineer \uff0c\u53c2\u4e0e\u8bbe\u8ba1\u3001\u5f00\u53d1\u548c\u7ef4\u62a4\u4f01\u4e1a\u7ea7 AI Agent \u5e73\u53f0\u3002\u4e0e\u4ea7\u54c1\u3001FDE \u548c\u4e1a\u52a1\u56e2\u961f\u7d27\u5bc6\u534f\u4f5c\uff0c\u5feb\u901f\u4ea4\u4ed8 AI-powered features \uff0c\u5e76\u5c06 AI Agent / Skill \u843d\u5230\u4e1a\u52a1\u5de5\u4f5c\u6d41\u4e2d\u3002</p>\n<p>\u9700\u8981\u5177\u5907\u5168\u6808\u5f00\u53d1\u80fd\u529b\uff0c\u719f\u6089\u73b0\u4ee3 Web \u5e94\u7528\u5f00\u53d1\u6280\u672f\u6808\uff1b\u5bf9 AI Agent \u3001LLM \u5e94\u7528\u5de5\u7a0b\u53ca\u4f01\u4e1a\u7ea7 Skill \u4f53\u7cfb\u5efa\u8bbe\u6709\u5b9e\u9645\u5174\u8da3\u6216\u9879\u76ee\u7ecf\u9a8c\uff0c\u80fd\u591f\u53c2\u4e0e\u77e5\u8bc6\u5e93\u3001\u5de5\u5177\u8c03\u7528\u3001\u5de5\u4f5c\u6d41\u7f16\u6392\u3001\u4f01\u4e1a\u7cfb\u7edf\u96c6\u6210\u7b49 AI \u80fd\u529b\u7684\u8bbe\u8ba1\u4e0e\u5f00\u53d1\u3002</p>\n<h2>Responsibilities / \u5c97\u4f4d\u804c\u8d23</h2>\n<ol>\n<li>\u5f00\u53d1\u548c\u7ef4\u62a4 AI Agent \u5e94\u7528\u6a21\u5757\uff0c\u5305\u62ec\u5bf9\u8bdd\u7cfb\u7edf\u3001\u77e5\u8bc6\u5e93\u3001\u5de5\u4f5c\u6d41\u5f15\u64ce\u3001Agent \u914d\u7f6e\u548c Skill \u7ba1\u7406\u7b49\u529f\u80fd\u3002</li>\n<li>\u96c6\u6210\u5927\u8bed\u8a00\u6a21\u578b\u80fd\u529b\uff0c\u5305\u62ec\u591a\u8f6e\u5bf9\u8bdd\u3001RAG \u3001Tool Calling \u3001\u5de5\u4f5c\u6d41\u7f16\u6392\u3001Prompt \u7ba1\u7406\u548c Skill \u96c6\u6210\u3002</li>\n<li>\u6784\u5efa\u548c\u63a5\u5165 Agent Skills \u4e0e Tools \uff0c\u5305\u62ec API Skills \u3001Workflow Skills \u3001Script Skills \u3001MCP Tools \uff0c\u4ee5\u53ca\u4f01\u4e1a\u5185\u90e8\u7cfb\u7edf\u96c6\u6210\u3002</li>\n<li>\u53c2\u4e0e Skill \u6267\u884c\u673a\u5236\u3001\u6743\u9650\u63a7\u5236\u3001\u4e0a\u4e0b\u6587\u7ba1\u7406\u3001\u5de5\u5177\u534f\u8bae\u548c\u8c03\u7528\u94fe\u8def\u8bbe\u8ba1\u3002</li>\n<li>\u5f00\u53d1\u524d\u7aef\u754c\u9762\uff0c\u5305\u62ec Chat UI \u3001Agent \u914d\u7f6e\u9875\u9762\u3001Skill \u7ba1\u7406\u9875\u9762\u3001Workflow \u53ef\u89c6\u5316\u9875\u9762\u548c\u8fd0\u8425\u770b\u677f\u3002</li>\n<li>\u5f00\u53d1\u540e\u7aef API \u3001\u6570\u636e\u6a21\u578b\u3001\u4efb\u52a1\u8c03\u5ea6\u548c\u7cfb\u7edf\u96c6\u6210\u670d\u52a1\uff0c\u652f\u6491 Agent \u5e73\u53f0\u7a33\u5b9a\u8fd0\u884c\u3002</li>\n<li>\u53c2\u4e0e Context \u6570\u636e\u95ed\u73af\u5efa\u8bbe\uff0c\u91c7\u96c6 AI \u8c03\u7528\u3001\u7528\u6237\u9009\u62e9\u3001\u4fee\u6539\u53cd\u9988\u548c\u4f7f\u7528\u7ed3\u679c\uff0c\u5e76\u6c89\u6dc0\u5230\u7ed3\u6784\u5316\u6570\u636e\u4e2d\u3002</li>\n<li>\u4e0e\u4ea7\u54c1\u3001FDE \u548c\u4e1a\u52a1\u56e2\u961f\u534f\u4f5c\uff0c\u9762\u5411\u771f\u5b9e\u4e1a\u52a1\u573a\u666f\u5feb\u901f\u4ea4\u4ed8 AI \u529f\u80fd\u548c MVP \u5de5\u5177\u3002</li>\n<li>\u53c2\u4e0e\u6d4b\u8bd5\u3001\u7070\u5ea6\u53d1\u5e03\u3001\u95ee\u9898\u8ffd\u8e2a\u3001\u65e5\u5fd7\u5206\u6790\u548c\u6301\u7eed\u8fed\u4ee3\uff0c\u63d0\u5347\u7cfb\u7edf\u7a33\u5b9a\u6027\u548c\u7528\u6237\u4f53\u9a8c\u3002</li>\n</ol>\n<h2>Requirements / \u4efb\u804c\u8981\u6c42</h2>\n<ol>\n<li>3-5 \u5e74\u76f8\u5173\u8f6f\u4ef6\u5f00\u53d1\u7ecf\u9a8c\uff0c\u6709\u5b8c\u6574 Web \u5e94\u7528\u3001\u5185\u90e8\u5de5\u5177\u6216\u4f01\u4e1a\u7cfb\u7edf\u5f00\u53d1\u7ecf\u9a8c\u3002</li>\n<li>\u672c\u79d1\u53ca\u4ee5\u4e0a\u5b66\u5386\uff0c\u8ba1\u7b97\u673a\u79d1\u5b66\u3001\u8f6f\u4ef6\u5de5\u7a0b\u3001\u4fe1\u606f\u7cfb\u7edf\u6216\u76f8\u5173\u4e13\u4e1a\u4f18\u5148\u3002</li>\n<li>\u719f\u7ec3\u638c\u63e1\u81f3\u5c11\u4e00\u79cd\u5f00\u53d1\u8bed\u8a00\uff1aPython \u3001TypeScript \u6216 JavaScript \u3002</li>\n<li>\u719f\u6089 Vue \u6216 React \uff0c\u5e76\u5177\u5907\u524d\u7aef\u9875\u9762\u3001\u7ec4\u4ef6\u548c\u72b6\u6001\u7ba1\u7406\u5f00\u53d1\u7ecf\u9a8c\u3002</li>\n<li>\u719f\u6089 FastAPI \u6216\u7c7b\u4f3c\u540e\u7aef\u6846\u67b6\uff0c\u80fd\u591f\u72ec\u7acb\u5f00\u53d1 API \u3001\u670d\u52a1\u903b\u8f91\u548c\u57fa\u7840\u7cfb\u7edf\u96c6\u6210\u3002</li>\n<li>\u719f\u6089 PostgreSQL \u3001MySQL \u3001Redis \u7b49\u5e38\u89c1\u6570\u636e\u5e93\u548c\u7f13\u5b58\u7cfb\u7edf\u3002</li>\n<li>\u7406\u89e3 LLM \u5e94\u7528\u5f00\u53d1\u4e2d\u7684\u57fa\u7840\u6982\u5ff5\uff0c\u5982 Prompt \u3001RAG \u3001Tool Calling \u3001Function Calling \u3001Embedding \u3001Agent Workflow \u7b49\u3002</li>\n<li>\u5177\u5907\u826f\u597d\u7684\u4ee3\u7801\u89c4\u8303\u3001\u5de5\u7a0b\u610f\u8bc6\u548c\u56e2\u961f\u534f\u4f5c\u80fd\u529b\u3002</li>\n<li>\u80fd\u591f\u5728\u9700\u6c42\u4e0d\u5b8c\u5168\u660e\u786e\u7684\u60c5\u51b5\u4e0b\u4e0e\u4ea7\u54c1\u548c\u4e1a\u52a1\u56e2\u961f\u6c9f\u901a\uff0c\u62c6\u89e3\u95ee\u9898\u5e76\u5feb\u901f\u8fed\u4ee3\u3002</li>\n<li>\u80fd\u591f\u7528\u4e2d\u6587\u6e05\u6670\u6c9f\u901a\uff0c\u82f1\u6587\u6280\u672f\u6587\u6863\u9605\u8bfb\u65e0\u969c\u788d\u3002</li>\n</ol>\n<h2>Nice to Have / \u52a0\u5206\u9879</h2>\n<ol>\n<li>\u6709 LLM / Agent / RAG / Workflow Automation \u76f8\u5173\u9879\u76ee\u7ecf\u9a8c\u3002</li>\n<li>\u6709 LangChain \u3001LlamaIndex \u3001Dify \u3001n8n \u3001AutoGen \u3001CrewAI \u3001MCP \u7b49\u5de5\u5177\u6216\u6846\u67b6\u7ecf\u9a8c\u3002</li>\n<li>\u6709 Cursor \u3001Claude Code \u3001GitHub Copilot \u7b49 AI \u7f16\u7a0b\u5de5\u5177\u7684\u9ad8\u9891\u4f7f\u7528\u7ecf\u9a8c\u3002</li>\n<li>\u6709 Chat UI \u3001\u77e5\u8bc6\u5e93\u7cfb\u7edf\u3001\u5de5\u4f5c\u6d41\u5f15\u64ce\u3001\u4f4e\u4ee3\u7801\u5e73\u53f0\u6216\u4f01\u4e1a\u5185\u90e8\u5de5\u5177\u5f00\u53d1\u7ecf\u9a8c\u3002</li>\n<li>\u6709\u6743\u9650\u7cfb\u7edf\u3001\u5ba1\u8ba1\u65e5\u5fd7\u3001\u57cb\u70b9\u7cfb\u7edf\u3001observability \u770b\u677f\u6216\u540e\u53f0\u7ba1\u7406\u7cfb\u7edf\u5f00\u53d1\u7ecf\u9a8c\u3002</li>\n<li>\u6709\u5efa\u7b51\u3001\u5730\u4ea7\u3001\u5de5\u7a0b\u3001\u8bbe\u8ba1\u3001AEC \u884c\u4e1a\u76f8\u5173\u9879\u76ee\u7ecf\u9a8c\u3002</li>\n</ol>\n<h2>Working Style We Value / \u6211\u4eec\u671f\u5f85\u7684\u5de5\u4f5c\u65b9\u5f0f</h2>\n<ol>\n<li>\u504f\u5de5\u7a0b\u843d\u5730\uff0c\u80fd\u591f\u628a AI demo \u505a\u6210\u771f\u5b9e\u53ef\u7528\u7684\u4e1a\u52a1\u529f\u80fd\u3002</li>\n<li>\u4e60\u60ef\u5feb\u901f\u8bd5\u9519\u548c\u5feb\u901f\u4ea4\u4ed8\uff0c\u80fd\u5728\u65e9\u671f\u56e2\u961f\u73af\u5883\u4e2d\u8fb9\u7528\u8fb9\u6539\u3002</li>\n<li>\u91cd\u89c6\u771f\u5b9e\u7528\u6237\u53cd\u9988\uff0c\u613f\u610f\u6df1\u5165\u4e1a\u52a1\u6d41\u7a0b\u7406\u89e3\u95ee\u9898\u3002</li>\n<li>\u5bf9 AI Agent \u548c\u4f01\u4e1a AI \u5e94\u7528\u6709\u597d\u5947\u5fc3\uff0c\u613f\u610f\u6301\u7eed\u5b66\u4e60\u65b0\u5de5\u5177\u548c\u65b0\u8303\u5f0f\u3002</li>\n<li>\u505a\u4e8b\u6709 ownership \uff0c\u80fd\u591f\u4e3b\u52a8\u53d1\u73b0\u95ee\u9898\u3001\u63a8\u8fdb\u95ee\u9898\u5e76\u5f62\u6210\u95ed\u73af\u3002</li>\n</ol>\n<h2>\u5de5\u4f5c\u5730\u70b9\u53ca\u6295\u9012\u65b9\u5f0f</h2>\n<p>\u5f90\u5bb6\u6c47\u9f99\u8000\u8def\u5730\u94c1\u7ad9 LUMINA \u661f\u626c\u897f\u5cb8\u4e2d\u5fc3</p>\n<p>\u7b80\u5386\u8bf7\u6295\u9012\u81f3\u90ae\u7bb1\uff1asdrzlyz#<a href=\"http://gmail.com\" rel=\"nofollow\">gmail.com</a> \uff08\u6ce8\u660e\"V2EX \u5185\u63a8\" \u53ca PDF \u7b80\u5386\uff09\u3002</p>\n", 
      "date_published": "2026-07-04T06:58:52+00:00", 
      "title": "[\u4e0a\u6d77][\u5916\u4f01] AI Full-Stack Engineer \u5168\u6808\u5de5\u7a0b\u5e08 - 202607", 
      "id": "https://www.v2ex.com/t/1224935"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/Uki99", 
        "name": "Uki99", 
        "avatar": "https://cdn.v2ex.com/gravatar/476ab6357057b314b7b4b789d77e794d?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1224772", 
      "title": "\u4ee3\u7801\u667a\u80fd\u4f53\u5de5\u7a0b\u5e08-\u4f18\u5148\u5750\u73ed\u5317\u4eac\uff0c\u4f18\u79c0\u53ef\u8fdc\u7a0b", 
      "id": "https://www.v2ex.com/t/1224772", 
      "date_published": "2026-07-03T07:34:16+00:00", 
      "content_html": "\u5173\u4e8e\u8fd9\u4e2a\u89d2\u8272<br />\u56e2\u961f\u6b63\u5728\u6784\u5efa\u4e00\u4e2a\u300c\u4efb\u4f55\u4eba\u90fd\u80fd\u521b\u5efa\u3001\u6240\u6709\u4eba\u90fd\u80fd\u53d7\u76ca\u300d\u7684 AI \u5e94\u7528\u793e\u533a\u3002Coding Agent \u662f\u5176\u4e2d\u6700\u6838\u5fc3\u7684\u57fa\u7840\u8bbe\u65bd\uff1a\u5b83\u8ba9\u6ca1\u6709\u5de5\u7a0b\u80cc\u666f\u7684\u521b\u4f5c\u8005\uff0c\u4e5f\u80fd\u5728\u51e0\u5206\u949f\u5185\u628a\u4e00\u4e2a\u60f3\u6cd5\u53d8\u6210\u771f\u5b9e\u8fd0\u884c\u7684\u5e94\u7528\u3002<br />\u8fd9\u4e2a\u89d2\u8272\u7684\u76ee\u6807\u53ea\u6709\u4e00\u4e2a\uff1a\u8ba9 Agent \u5199\u51fa\u7684\u4ee3\u7801\uff0c\u7b2c\u4e00\u6b21\u5c31\u80fd\u8dd1\u8d77\u6765\u3001\u90e8\u7f72\u6210\u529f\u3001\u7528\u6237\u6ee1\u610f\u3002<br />\u4f60\u5c06 Own \u4ece prompt \u2192 tool call \u2192 code edit \u2192 sandbox build \u2192 preview \u2192 deploy \u7684\u5b8c\u6574 agentic loop \uff0c\u4ee5\u53ca\u5b83\u7684\u53ef\u9760\u6027\u3001\u53ef\u89c2\u6d4b\u6027\u4e0e\u6301\u7eed\u6539\u8fdb\u4f53\u7cfb\u3002\u8fd9\u4e0d\u662f\u7ef4\u62a4\u4e00\u4e2a\u5df2\u7ecf\u6210\u578b\u7684\u7cfb\u7edf \u2014\u2014 \u4f60\u5c06\u53c2\u4e0e\u5b9a\u4e49\u5b83\u7684\u67b6\u6784\u8fb9\u754c\u3001\u5de5\u5177\u534f\u8bae\u4e0e\u8d28\u91cf\u6807\u51c6\u3002<br /><br />\u4f60\u5c06\u89e3\u51b3\u7684\u95ee\u9898<br />1 \u3001Tool System \u53ef\u9760\u6027\uff1a\u8bbe\u8ba1\u9762\u5411\u6a21\u578b\u7684\u5de5\u5177\u4f53\u7cfb\uff08\u4ee3\u7801\u8bfb\u53d6 / \u7f16\u8f91 / \u641c\u7d22 / \u6784\u5efa / \u8bca\u65ad\uff09\uff0c\u8ba9\u5de5\u5177\u8c03\u7528\u6210\u529f\u7387\u4e0e\u4e00\u6b21\u6027\u7f16\u8f91\u6b63\u786e\u7387\u6301\u7eed\u903c\u8fd1\u4e0a\u9650\uff1b\u7406\u89e3\u6a21\u578b\u5728 tool use \u4e0a\u7684\u5931\u8d25\u6a21\u5f0f\uff0c\u5e76\u4ece\u5de5\u5177\u8bbe\u8ba1\u4fa7\u4fee\u590d\u5b83\u4eec<br />2 \u3001Agentic Loop \u7f16\u6392\uff1a\u6784\u5efa\u591a\u6846\u67b6\uff08 Next.js / Remix / Vite / \u9759\u6001 HTML \uff09\u4e0b\u7684\u9886\u57df\u5b50\u4ee3\u7406\u4e0e SubAgent \u4f53\u7cfb\uff1b\u89e3\u51b3\u8de8\u5b50\u4ee3\u7406\u4ea7\u7269\u4e00\u81f4\u6027\u3001build / tool \u53cd\u9988\u73af\u7684\u6536\u655b\u901f\u5ea6\u4e0e\u5e42\u7b49\u6027<br />3 \u3001Context &amp; Memory \u5de5\u7a0b\uff1a\u8bbe\u8ba1\u9879\u76ee\u7ea7\u957f\u671f\u8bb0\u5fc6 schema \u4e0e\u6ce8\u5165\u7b56\u7565\uff08\u9879\u76ee\u89c4\u5212\u3001\u6700\u8fd1\u6539\u52a8\u3001\u5173\u952e\u7ea6\u5b9a\uff09\uff0c\u5728\u6709\u9650 context budget \u5185\u8ba9\u6a21\u578b\u59cb\u7ec8\u6301\u6709\u6b63\u786e\u7684\u5de5\u7a0b\u4e0a\u4e0b\u6587<br />4 \u3001Sandbox \u5168\u94fe\u8def\uff1a\u8d1f\u8d23\u6784\u5efa\u3001\u70ed\u9884\u89c8\u3001Vercel \u90e8\u7f72\u7684\u7aef\u5230\u7aef\u6d41\u7a0b\uff1b\u5c06\u591a\u6846\u67b6\u6a21\u677f\u9996\u6b21\u6784\u5efa\u901a\u8fc7\u7387\u4e0e\u90e8\u7f72\u6210\u529f\u7387\u63a8\u5411\u751f\u4ea7\u53ef\u63a5\u53d7\u6c34\u5e73<br />5 \u3001\u81ea\u52a8\u8bca\u65ad\u4e0e\u81ea\u4fee\u590d\uff1a\u6784\u5efa build / runtime \u62a5\u9519\u8bfb\u53d6 \u2192 \u81ea\u52a8\u4fee\u590d \u2192 \u53ef\u7528\u6027\u9a8c\u8bc1\u7684\u95ed\u73af\uff1b\u8ba9 Agent \u5728\u5927\u591a\u6570\u573a\u666f\u4e0b\u4e0d\u9700\u8981\u4eba\u5de5\u4ecb\u5165\u5373\u53ef\u5b8c\u6210\u9519\u8bef\u4fee\u590d<br />6 \u3001Guardrails \u4e0e\u4ea7\u7269\u9a8c\u6536\uff1a\u8bbe\u8ba1\u5de5\u5177\u884c\u4e3a\u7ea6\u675f\u3001\u6e90\u7801\u5199\u5165\u9632\u62a4\u4e0e\u4e0a\u7ebf\u95e8\u7981\uff0c\u4fdd\u969c Agent \u4ea7\u7269\u7684\u5b89\u5168\u6027\u4e0e\u53ef\u590d\u73b0\u6027<br />7 \u3001\u80fd\u529b\u6269\u5c55\uff1a\u8bbe\u8ba1\u5e76\u5b9e\u73b0 MCP Server \u3001Agent Skill \u3001CLI \u5de5\u5177\uff0c\u6269\u5c55 Agent \u7684\u53ef\u8c03\u7528\u8fb9\u754c<br /><br />\u6211\u4eec\u5728\u627e\u4ec0\u4e48\u6837\u7684\u4eba<br />\u5fc5\u8981\u6761\u4ef6<br />1 \u3001\u6df1\u5165\u7406\u89e3 Agentic Coding Loop \u7684\u5de5\u4f5c\u673a\u5236\uff1atool selection \u3001edit correctness \u3001build feedback \u3001self-fix convergence \uff1b\u80fd\u4ece\u7b2c\u4e00\u6027\u539f\u7406\u5206\u6790 Agent \u7684\u5931\u8d25\u6a21\u5f0f\u5e76\u7cfb\u7edf\u6027\u5730\u6539\u5584\u5b83<br />2 \u3001\u7cbe\u901a Prompt Engineering \u5728\u4ee3\u7801\u4efb\u52a1\u4e0a\u7684\u5de5\u7a0b\u5316\u5e94\u7528\uff1a\u5206\u9636\u6bb5 prompt \u8bbe\u8ba1\u3001self-fix \u53cd\u9988\u95ed\u73af\u8c03\u4f18\u3001\u9762\u5411 build / deploy \u4efb\u52a1\u7684 prompt \u53ef\u9760\u6027\u63d0\u5347<br />3 \u3001\u7cbe\u901a Tool System \u8bbe\u8ba1\uff1a\u7406\u89e3\u5982\u4f55\u4e3a\u6a21\u578b\u8bbe\u8ba1\u5de5\u5177\u63a5\u53e3\uff08 schema \u3001\u63cf\u8ff0\u3001\u8fd4\u56de\u683c\u5f0f\uff09\u4ee5\u6700\u5927\u5316\u8c03\u7528\u51c6\u786e\u7387\uff1b\u6709\u4ee3\u7801\u7f16\u8f91 / \u641c\u7d22 / \u6784\u5efa\u7c7b\u5de5\u5177\u7684\u5b9e\u73b0\u7ecf\u9a8c<br />4 \u3001\u719f\u7ec3\u638c\u63e1 Multi-Agent / SubAgent \u7f16\u6392\uff1a\u9886\u57df\u5b50\u4ee3\u7406\u7684\u8bbe\u8ba1\u3001\u8fd0\u884c\u65f6\u534f\u8c03\u4e0e\u8de8\u4ee3\u7406\u4ea7\u7269\u4e00\u81f4\u6027<br />5 \u3001\u719f\u7ec3\u638c\u63e1 Context / Memory \u5de5\u7a0b\uff1a\u7406\u89e3 Context Window \u538b\u529b\u4e0b\u7684\u4fe1\u606f\u4f18\u5148\u7ea7\u4e0e\u6ce8\u5165\u7b56\u7565<br />6 \u3001\u719f\u7ec3\u638c\u63e1\u73b0\u4ee3\u524d\u7aef\u6784\u5efa\u5de5\u5177\u94fe\uff08 Next.js / Remix / Vite + Tailwind \uff09\u4ee5\u53ca\u5e38\u89c1\u6784\u5efa / \u8fd0\u884c\u65f6\u6545\u969c\u7684\u8bca\u65ad\u4e0e\u4fee\u590d<br />7 \u3001\u719f\u7ec3\u638c\u63e1 Guardrails \u5e94\u7528\u4fa7\uff1a\u5de5\u5177\u884c\u4e3a\u7ea6\u675f\u3001\u6e90\u7801\u5199\u5165\u9632\u62a4\u4e0e\u4ea7\u7269\u9a8c\u6536\u95e8\u7981\u8bbe\u8ba1<br />8 \u3001\u719f\u7ec3\u638c\u63e1 \u4ee3\u7801\u6267\u884c\u6c99\u7bb1\uff08 E2B \u3001\u5bb9\u5668\u5316\u90e8\u7f72\u7b49\uff09\u7684\u539f\u7406\u4e0e\u5de5\u7a0b\u5b9e\u8df5<br />9 \u3001\u719f\u7ec3\u638c\u63e1 MCP / Skill / CLI \u4f53\u7cfb\u7684\u534f\u8bae\u673a\u5236\u4e0e\u5e94\u7528\u573a\u666f<br />10 \u3001\u719f\u7ec3\u4f7f\u7528 TypeScript / Node.js \uff08 Python \u3001Bun \u52a0\u5206\uff09<br />11 \u30013 \u5e74\u4ee5\u4e0a\u5168\u6808\u7ecf\u9a8c\uff0c\u6709 Next.js / Remix / Vite \u5e94\u7528\u5b8c\u6574\u4e0a\u7ebf\u7ecf\u5386<br />12 \u3001\u5f3a\u70c8\u7684\u4ea7\u7269\u8d28\u91cf\u610f\u8bc6\uff1a\u5173\u6ce8\u53ef\u590d\u73b0\u6027\u3001\u56de\u5f52\u9632\u62a4\uff0c\u4ee5\u53ca\u300c Agent \u4ea7\u51fa\u5bf9\u771f\u5b9e\u7528\u6237\u662f\u5426\u771f\u7684\u80fd\u7528\u300d<br /><br />\u52a0\u5206\u9879\uff08\u8d8a\u591a\u8d8a\u597d\uff09<br />1 \u3001\u5728 Claude Code \u3001Codex \u3001Cursor \u3001Devin \u3001v0 \u3001Bolt \u7b49 AI Coding \u6216\u7ad9\u70b9\u751f\u6210\u5668\u7c7b\u4ea7\u54c1\u6709\u5de5\u7a0b\u7814\u53d1\u7ecf\u9a8c<br />2 \u3001\u6709 AST \u64cd\u4f5c / codemod / LSP diagnostics / symbols / references \u7b49\u7a0b\u5e8f\u5316\u4ee3\u7801\u7406\u89e3\u4e0e\u6539\u5199\u7ecf\u9a8c\uff0c\u7528\u4e8e\u63d0\u5347 Agent \u7f16\u8f91\u7684\u7cbe\u5ea6\u4e0e\u53ef\u9760\u6027<br />3 \u3001\u4e3b\u5bfc\u8fc7\u591a\u6846\u67b6\u6a21\u677f\u57fa\u7ebf\u7684\u751f\u4ea7\u6cbb\u7406\u4f53\u7cfb\uff1a\u81ea\u52a8\u5316 canary \u3001\u9519\u8bef\u9884\u7b97\u3001\u7248\u672c\u56de\u6eda\u3001\u8de8\u6a21\u677f\u56de\u5f52<br />4 \u3001\u6709\u89c4\u6a21\u5316\u7684 MCP Server \u3001Agent Skill \u6216 CLI \u5de5\u5177\u7684\u5f00\u6e90 / \u751f\u4ea7\u843d\u5730\u7ecf\u9a8c<br />\u6709\u771f\u5b9e\u7528\u6237\u5728\u7528\u7684\u5f00\u6e90\u9879\u76ee\u6216\u72ec\u7acb\u4ea7\u54c1\uff0c\u89c6\u89c9\u8d28\u91cf\u6216\u5de5\u7a0b\u8d28\u91cf\u660e\u663e\u9ad8\u4e8e\u5e73\u5747\u6c34\u5e73<br /><br />\u6295\u9012\u8bf7\u8054\u7cfb<br />VX1: Bellafafa_<br />VX2: 1424983319"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/zhwq", 
        "name": "zhwq", 
        "avatar": "https://cdn.v2ex.com/avatar/73ce/8cd5/648537_large.png?m=1707017162"
      }, 
      "url": "https://www.v2ex.com/t/1224721", 
      "title": "[\u4e0a\u6d77] [\u5185\u63a8] [\u9e70\u89d2] 7 \u6708\u4efd\u5185\u63a8\u804c\u4f4d", 
      "id": "https://www.v2ex.com/t/1224721", 
      "date_published": "2026-07-03T03:45:19+00:00", 
      "content_html": "<p>\u5e94\u4e4b\u524d HR \u8981\u6c42\uff0c\u53d1\u4e00\u4e0b\u9e70\u89d2 6 \u6708\u4efd\u5185\u63a8\u804c\u4f4d \u8be6\u60c5\u89c1\uff1a <a href=\"https://app.mokahr.com/recommendation-apply/hypergryph/28713?recommendCode=NTAVXvy&amp;hash=%23%2Fjobs\" rel=\"nofollow\">https://app.mokahr.com/recommendation-apply/hypergryph/28713?recommendCode=NTAVXvy&amp;hash=%23%2Fjobs</a></p>\n<p>\u53cb\u60c5\u63d0\u793a\uff1a\u9e70\u89d2\uff0c\u7814\u53d1\uff0c\u53d1\u884c\uff0c\u5e73\u53f0\uff0c\u804c\u80fd\u7b49\u90e8\u95e8\u90fd\u6709\u7a0b\u5e8f\u6280\u672f\u7c7b\u548c\u8d28\u91cf\u7ba1\u7406\u7c7b\u7684\u804c\u4f4d\u3002</p>\n<p>\u798f\u5229\u5f85\u9047\uff1a\n10-19/5\n\u6bcf\u5929\u6709\u51fa\u52e4\u8865\u52a9 + 2 \u987f\u996d\n\u4f4f\u9644\u8fd1\u7684\u8bdd\u6709\u623f\u8865\n\u6709\u5e74\u5ea6\u7efc\u5408\u62a5\u9500\n\u7236\u6bcd\u4ee5\u53ca\u5cb3\u7236\u6bcd\u4f53\u68c0\u62a5\u9500\n\u53cc\u8fb9\u52a0\u4e00\u8d77 24%\u7684\u516c\u79ef\u91d1\n\u5e26\u56fd\u9645\u533b\u9662\u7684\u8865\u5145\u533b\u7597\u4fdd\u9669\n\u5e74\u5e95\u5e74\u5047\u6298\u73b0\u7b49\u7b49</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/fuzhuo233", 
        "name": "fuzhuo233", 
        "avatar": "https://cdn.v2ex.com/avatar/cc5e/99dc/193313_large.png?m=1735377478"
      }, 
      "url": "https://www.v2ex.com/t/1224717", 
      "date_modified": "2026-07-03T03:43:59+00:00", 
      "content_html": "<p>JD <a href=\"https://careers.qualcomm.com/careers?query=linux+performance&amp;start=0&amp;pid=446717375547&amp;sort_by=relevance\" rel=\"nofollow\">https://careers.qualcomm.com/careers?query=linux+performance&amp;start=0&amp;pid=446717375547&amp;sort_by=relevance</a></p>\n<p>\u7b80\u5386\u5185\u63a8\u53ef\u53d1\u9001\u81f3: <a href=\"mailto:qiudaomao@gmail.com\">qiudaomao@gmail.com</a></p>\n<p>\u5e74\u5047\u591a WLB Linux \u6027\u80fd\u4f18\u5316\u65b9\u5411\uff0c\u4e0a\u6d77\u3001\u5317\u4eac\u3001\u6210\u90fd\u5747\u6709 office</p>\n<h3>Job Area:</h3>\n<p>Engineering Group, Engineering Group &gt; Software Engineering</p>\n<h3>General Summary:</h3>\n<p>Responsible for Linux system performance analysis and optimization on upstream kernel based products on Qualcomm platforms. You will identify performance bottlenecks, drive root-cause analysis, develop fixes/improvements, and prevent regressions through benchmarking and automation. Focus areas include CPU scheduling, memory management, I/O subsystem, boot performance, and low-level HW performance characteristics (PMU, cache, DDR). </p>\n<ol>\n<li>\n<pre><code>  Analyze and optimize Linux upstream kernel performance across scheduler, memory, I/O, and boot-up sequence. \n</code></pre>\n</li>\n<li>\n<pre><code>  Identify system-level performance bottlenecks using profiling/tracing tools/bootchart; propose and implement improvements in kernel and/or userspace. \n</code></pre>\n</li>\n<li>\n<pre><code>  Conduct root-cause analysis for performance issues and regressions; provide clear analysis reports and corrective actions. \n</code></pre>\n</li>\n<li>\n<pre><code>  Build and maintain performance benchmarking methodology: KPI definition, test plans, automation, baseline tracking, and regression gating. \n</code></pre>\n</li>\n<li>\n<pre><code>  Optimize boot time: analyze boot critical path (kernel init, userspace init, systemd, services), reduce latency, and validate improvements. \n</code></pre>\n</li>\n<li>\n<pre><code>  Drive performance-related patch development and upstream-quality engineering (review, test, documentation). \n</code></pre>\n</li>\n<li>\n<pre><code>  Collaborate with cross-functional teams (platform, camera, graphics, multimedia, power, QA) to diagnose and resolve performance issues. \n</code></pre>\n</li>\n</ol>\n<h3>Skills /Experience Required:</h3>\n<ol>\n<li>\n<pre><code>  Strong experience in Linux system performance analysis and optimization (kernel and/or system level). \n</code></pre>\n</li>\n<li>\n<pre><code>  Solid understanding of Linux upstream kernel internals, especially: \n</code></pre>\n</li>\n<li>\n<pre><code>  Scheduler (CFS/RT, task wakeup, CPU affinity, load balancing, latency) \n</code></pre>\n</li>\n<li>\n<pre><code>  Memory management (page cache, reclaim, compaction, CMA/contiguous memory concepts, memory pressure) \n</code></pre>\n</li>\n<li>\n<pre><code>  I/O subsystem (block layer, filesystems basics, I/O scheduling, latency/throughput tradeoffs) \n</code></pre>\n</li>\n<li>\n<pre><code>  Boot performance fundamentals (init sequence, kernel/userspace interactions) \n</code></pre>\n</li>\n<li>\n<pre><code>  Good understanding of low-level performance topics: PMU/perf events, CPU cache behavior, memory bandwidth/DDR. \n</code></pre>\n</li>\n<li>\n<pre><code>  Proficient programming skills in C (kernel/userspace) and scripting in Python/Shell for automation. \n</code></pre>\n</li>\n<li>\n<pre><code>  Hands-on experience with performance tools such as perf, ftrace, trace-cmd, eBPF/bpftrace, flame graphs, and standard benchmarking tools. \n</code></pre>\n</li>\n<li>\n<pre><code> Strong problem-solving skills, ability to communicate findings clearly, and ability to work effectively across teams.\n</code></pre>\n</li>\n</ol>\n", 
      "date_published": "2026-07-03T03:42:48+00:00", 
      "title": "[\u9ad8\u901a]\u62db\u8058\u9ad8\u7ea7\u4e13\u5bb6\u5de5\u7a0b\u5e08 Linux Performance \u5c97\u4f4d\u6b22\u8fce\u6295\u9012", 
      "id": "https://www.v2ex.com/t/1224717"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/Tomoecc", 
        "name": "Tomoecc", 
        "avatar": "https://cdn.v2ex.com/avatar/96a3/450d/610399_large.png?m=1706757257"
      }, 
      "url": "https://www.v2ex.com/t/1224700", 
      "title": "\u62db\u5168\u804c UI/UX \u8bbe\u8ba1\u5e08\uff08\u5e7f\u5dde\u5750\u73ed \u6216 \u5168\u8fdc\u7a0b\u529e\u516c", 
      "id": "https://www.v2ex.com/t/1224700", 
      "date_published": "2026-07-03T03:02:40+00:00", 
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/>\u667a\u80fd\u4f53-\u5168\u6808\u5f00\u53d1\u4e13\u5bb6-CodeBuddy/WorkBuddy \u5730\u70b9\uff1a\u6df1\u5733<br />\u5c97\u4f4d\u804c\u8d23<br />1.\u8d1f\u8d23 WorkBuddy \u524d\u7aef\u67b6\u6784\u6574\u4f53\u89c4\u5212\u4e0e\u6f14\u8fdb\uff0c\u8986\u76d6\u591a\u7aef\u5f62\u6001\uff0c\u4e3b\u5bfc\u6280\u672f\u9009\u578b\u4e0e\u67b6\u6784\u51b3\u7b56\uff1b<br />2.\u8bbe\u8ba1 AI \u539f\u751f\u4ea4\u4e92\u67b6\u6784\uff0c\u5305\u62ec LLM \u6d41\u5f0f\u6e32\u67d3\u3001Agent \u4efb\u52a1\u7f16\u6392\u53ef\u89c6\u5316\u3001\u4eba\u673a\u534f\u540c\u786e\u8ba4\u4e0e\u63a5\u7ba1\u673a\u5236\uff1b<br />3.\u6784\u5efa\u8de8\u7aef\u5de5\u7a0b\u4f53\u7cfb\uff0c\u8bbe\u8ba1\u684c\u9762\u7aef\u6838\u5fc3\u67b6\u6784\u4e0e\u591a\u7aef\u5171\u4eab\u903b\u8f91\u5c42\uff0c\u5b9e\u73b0\u9ad8\u590d\u7528\u7387\u7684\u7edf\u4e00\u7814\u53d1\u65b9\u6848\uff1b<br 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\u534f\u8bae\u4e0e\u591a\u6a21\u6001\u6e32\u67d3\uff1b<br />4.\u4ece 0 \u5230 1 \u6784\u5efa\u8fc7\u5b8c\u6574\u524d\u7aef\u5de5\u7a0b\u5316\u4f53\u7cfb\uff0c\u6709\u684c\u9762\u5e94\u7528\u6027\u80fd\u8c03\u4f18\u4e0e\u5b89\u5168\u4f53\u7cfb\u8bbe\u8ba1\u5b9e\u6218\uff1b<br />5.\u80fd\u5728 AI \u6280\u672f\u5feb\u901f\u8fed\u4ee3\u4e2d\u505a\u51fa\u9ad8\u8d28\u91cf\u67b6\u6784\u51b3\u7b56\uff0c\u6709\u884c\u4e1a\u6280\u672f\u5f71\u54cd\u529b\u4e0e\u8de8\u56e2\u961f\u534f\u540c\u80fd\u529b\u3002<br /><br /><a target=\"_blank\" href=\"https://careers.tencent.com/jobdesc.html?postId=2064295120924225536\" rel=\"nofollow noopener\">https://careers.tencent.com/jobdesc.html?postId=2064295120924225536</a><br />\u5185\u63a8\u90ae\u7bb1\uff1athriftwang[a]<a target=\"_blank\" href=\"http://gmail.com\" rel=\"nofollow noopener\">gmail.com</a><br /><br />AI \u5e94\u7528\u5f00\u53d1\u5de5\u7a0b\u5e08-Agent \u65b9\u5411 \u5730\u70b9\uff1a\u6df1\u5733<br />\u5c97\u4f4d\u804c\u8d23<br 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noopener\">https://careers.tencent.com/jobdesc.html?postId=2026845083588001792</a><br />\u5185\u63a8\u90ae\u7bb1\uff1athriftwang[a]<a target=\"_blank\" href=\"http://gmail.com\" rel=\"nofollow noopener\">gmail.com</a>", 
      "date_published": "2026-07-03T02:55:37+00:00", 
      "title": "[\u6025\u8058] \u817e\u8baf\u6025\u62db\u9ad8\u7ea7/\u4e13\u5bb6\u5de5\u7a0b\u5e08 T9-T11", 
      "id": "https://www.v2ex.com/t/1224697"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/jay666", 
        "name": "jay666", 
        "avatar": "https://cdn.v2ex.com/avatar/c504/3b15/661628_large.png?m=1749108719"
      }, 
      "url": "https://www.v2ex.com/t/1224658", 
      "date_modified": "2026-07-03T01:33:00+00:00", 
      "content_html": "\u5de5\u4f5c\u804c\u8d23<br />1. \u4f7f\u7528 React Native \u5f00\u53d1\u79fb\u52a8\u5e94\u7528\uff1b<br />2. \u6839\u636e\u4ea7\u54c1\u9700\u6c42\u548c\u9879\u76ee\u8ba1\u5212\uff0c\u6309\u65f6\u5b8c\u6210\u67b6\u6784\u8bbe\u8ba1\u3001\u6a21\u5757\u5f00\u53d1\u3001\u7f16\u7801\u53ca\u5355\u5143\u6d4b\u8bd5\uff1b<br />3. \u5c01\u88c5 React Native \u7ec4\u4ef6\uff0c\u5e76\u8d1f\u8d23\u4e0e Android \u548c iOS \u5ba2\u6237\u7aef\u7684\u96c6\u6210\uff1b<br />4. \u53c2\u4e0e\u79fb\u52a8\u5e94\u7528\u7684\u4f18\u5316\u3001\u8fed\u4ee3\u4e0e\u7ef4\u62a4\uff0c\u6301\u7eed\u63d0\u5347\u7528\u6237\u4f53\u9a8c\uff1b<br />5. \u5b9a\u4f4d\u5e76\u89e3\u51b3\u7cfb\u7edf\u6d4b\u8bd5\u8fc7\u7a0b\u4e2d\u53d1\u73b0\u7684\u95ee\u9898\uff0c\u5b8c\u5584\u5e76\u4f18\u5316\u7cfb\u7edf\u529f\u80fd\uff1b<br />6. \u6839\u636e\u56e2\u961f\u53d1\u5c55\u89c4\u5212\uff0c\u5bf9\u540e\u7eed\u6280\u672f\u4e0e\u76f8\u5173\u4e1a\u52a1\u8fdb\u884c\u89c4\u5212\u4e0e\u5b9e\u65bd\u3002<br />\u4efb\u804c\u8981\u6c42<br />1. \u4e94\u5e74\u4ee5\u4e0a Web \u524d\u7aef\u5f00\u53d1\u7ecf\u9a8c\uff1b<br />2. \u81f3\u5c11\u4e00\u5e74\u4ee5\u4e0a\u4f7f\u7528 React Native \u6216\u4e09\u5e74\u4ee5\u4e0a\u4f7f\u7528 React \u7684\u5f00\u53d1\u7ecf\u9a8c\uff0c\u719f\u6089 React Native \u7684\u751f\u547d\u5468\u671f\u53ca\u539f\u7406\uff0c\u719f\u7ec3\u638c\u63e1 Redux \u6570\u636e\u6d41\u7ba1\u7406\u6846\u67b6\uff1b<br />3. \u5177\u5907\u826f\u597d\u7684\u7f16\u7801\u89c4\u8303\u548c\u9762\u5411\u5bf9\u8c61\u7f16\u7a0b\u80fd\u529b\uff0c\u903b\u8f91\u601d\u7ef4\u6e05\u6670\uff0c\u6c9f\u901a\u80fd\u529b\u826f\u597d\uff0c\u80fd\u6709\u6548\u5904\u7406\u590d\u6742\u7684\u4ea4\u4e92\u573a\u666f\uff1b<br />4. \u719f\u7ec3\u4f7f\u7528 JavaScript \u548c TypeScript \uff0c\u80fd\u591f\u72ec\u7acb\u7f16\u5199\u4e1a\u52a1\u903b\u8f91\u4ee3\u7801\u53ca\u63d2\u4ef6\uff1b<br />5. \u719f\u6089\u81f3\u5c11\u4e00\u79cd\u524d\u7aef\u6846\u67b6\uff0c\u719f\u6089 React \u7684\u4f18\u5148\uff1b<br />6. \u719f\u7ec3\u638c\u63e1 HTML5 \u3001CSS3 \u548c LESS \uff0c\u5177\u5907\u8de8\u5e73\u53f0\u5f00\u53d1\u7ecf\u9a8c\u7684\u4f18\u5148\uff1b<br />7. \u5bf9\u6280\u672f\u5145\u6ee1\u70ed\u60c5\uff0c\u5177\u5907\u6781\u5ba2\u7cbe\u795e\uff0c\u4e50\u4e8e\u8ffd\u8e2a\u524d\u6cbf\u6280\u672f\u7684\u53d1\u5c55\uff1b<br />8. \u5177\u5907\u7269\u8054\u7f51\u884c\u4e1a\u5f00\u53d1\u7ecf\u9a8c\u8005\u4f18\u5148\u3002<br />\u52a0\u5206\u9879\uff1a<br />\u6709\u8de8\u7aef\u5f00\u53d1\u7ecf\u9a8c\uff0c\u719f\u6089\u79fb\u52a8\u5e94\u7528\u6027\u80fd\u4f18\u5316\uff1b<br />\u6709\u53c2\u4e0e\u5f00\u6e90\u9879\u76ee\u3001\u6280\u672f\u793e\u533a\u6d3b\u52a8\u6216\u5206\u4eab\u7684\u7ecf\u9a8c\u3002<br /><br />wechat: amF5X2h1MTk5Mg==", 
      "date_published": "2026-07-03T01:31:35+00:00", 
      "title": "[\u5185\u63a8] \u82cf\u5dde \u9ad8\u7ea7 React Native \u5f00\u53d1\u5de5\u7a0b\u5e08 15-25K", 
      "id": "https://www.v2ex.com/t/1224658"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/zp851924", 
        "name": "zp851924", 
        "avatar": "https://cdn.v2ex.com/avatar/3099/0f86/826033_large.png?m=1782895579"
      }, 
      "url": "https://www.v2ex.com/t/1224612", 
      "title": "Looking for Execution Systems Dev\r\nFocus: Trading Infrastructure / Execution Systems", 
      "id": "https://www.v2ex.com/t/1224612", 
      "date_published": "2026-07-02T13:20:50+00:00", 
      "content_html": "Requirements<br /><br />1. Programming &amp; Systems<br />- \u719f\u6089 Rust \uff0c\u7cbe\u901a Python<br />- \u5bf9\u7f16\u8bd1\u539f\u7406\u3001Data Warehouse \u6709\u81ea\u5df1\u7684\u7406\u89e3<br /><br />2. Trading Pipeline Tooling<br />\u4e13\u6ce8\u4ea4\u6613\u94fe\u8def\u4e0a\u7684\u5de5\u5177\u5f00\u53d1\uff0c\u5305\u62ec\uff1a<br />- data pipeline \u3001message bus \u6269\u5c55<br />- risk control tools<br />- execution algo<br /><br />3. Framework<br />- \u4e86\u89e3 Nautilus Trader \u6846\u67b6 <a target=\"_blank\" href=\"https://github.com/nautechsystems/nautilus_trader\" rel=\"nofollow noopener\">https://github.com/nautechsystems/nautilus_trader</a><br /><br />Compensation<br /><br />- Base Salary: $5,000 \u2013 $10,000 USD / month<br />- Bonus: Project based bonus<br />- Office Location: Hong Kong / Remote<br /><br />Contact Email: profilesai@proton.me<br />(\u8bf7\u76f4\u63a5\u63d0\u4ea4\u7b80\u5386\u548c\u4e2a\u4eba GitHub)"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/damai0419", 
        "name": "damai0419", 
        "avatar": "https://cdn.v2ex.com/gravatar/46a0cc6965c31eb8f561e9952462a359?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1224566", 
      "title": "[\u5185\u63a8] \u5317\u4eac \u4e2d\u9ad8\u7ea7\u6d4b\u8bd5\u5de5\u7a0b\u5e08 16-20K", 
      "id": "https://www.v2ex.com/t/1224566", 
      "date_published": "2026-07-02T09:28:53+00:00", 
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      "url": "https://www.v2ex.com/t/1224533", 
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Web3 \u7684\u751f\u4ea7\u529b\u53d8\u9769\uff1a\u5c06 AI \u878d\u5165 DEX \u573a\u666f\uff08\u5982\u667a\u80fd\u6570\u636e\u68c0\u7d22\u3001\u591a\u8f6e\u8d44\u4ea7\u770b\u677f\u95ee\u7b54\u3001\u94fe\u4e0a\u6570\u636e\u667a\u80fd\u89e3\u6790\uff09\uff0c\u505a\u771f\u6b63\u80fd\u6253\u7684\u843d\u5730\u5e94\u7528\u3002<br />4. \u7eaf\u7cb9\u7684\u6781\u5ba2\u6c1b\u56f4\uff1a\u6ca1\u6709\u5197\u957f\u7684\u6c47\u62a5\u548c PPT \uff0c\u4ee3\u7801\u8bf4\u8bdd\u3002\u56e2\u961f\u5927\u725b\u4e91\u96c6\uff0c\u6709\u6df1\u539a\u6d77\u5916\u540d\u6821\u53ca\u9876\u7ea7\u79d1\u6280\u516c\u53f8\u80cc\u666f\u3002<br /><br />--------------------------------------------------<br />\ud83d\udee0\ufe0f \u6211\u4eec\u5e0c\u671b\u4f60\u5177\u5907\uff1a<br />--------------------------------------------------<br />- 3 \u5e74\u53ca\u4ee5\u4e0a\u5927\u5382\u6216\u524d\u6cbf\u79d1\u6280\u516c\u53f8\u540e\u7aef\u7ecf\u9a8c\uff0c\u7cbe\u901a Go \u8bed\u8a00\u53ca\u5176\u9ad8\u6027\u80fd\u751f\u6001\u3002<br />- \u719f\u6089\u81f3\u5c11\u4e00\u79cd\u4e3b\u6d41 LLM \u6846\u67b6\uff0c\u4eb2\u624b\u64b8\u8fc7 Agent \u7cfb\u7edf\uff08\u4efb\u52a1\u89c4\u5212\u3001\u5de5\u5177\u8c03\u7528\u3001\u53cd\u601d\u673a\u5236\u3001\u957f\u671f\u8bb0\u5fc6\uff09\u7684\u4f18\u5148\u3002<br />- \u5177\u5907\u624e\u5b9e\u7684\u5206\u5e03\u5f0f\u7cfb\u7edf\u3001\u7f13\u5b58\uff08 Redis \uff09\u3001\u6570\u636e\u5e93\uff08 DynamoDB/SQL \uff09\u8bbe\u8ba1\u80fd\u529b\uff0c\u6709\u5927\u6570\u636e\u6279\u5904\u7406\uff08 Spark/EMR \uff09\u7ecf\u9a8c\u66f4\u4f73\u3002<br />- \u62e5\u6709\u6781\u5f3a\u7684\u81ea\u9a71\u529b\u4e0e\u7ed3\u6784\u5316\u601d\u7ef4\uff0c\u559c\u6b22\u7814\u7a76\u65b0\u6280\u672f\uff08\u6bd4\u5982\u7528 AI \u6539\u53d8\u7814\u53d1\u8303\u5f0f\uff09\u3002<br /><br />--------------------------------------------------<br />\ud83c\udf81 \u70b8\u88c2\u798f\u5229\uff0c\u8bda\u610f\u62c9\u6ee1\uff1a<br />--------------------------------------------------<br />\ud83d\udcb0  [\u786c\u6838\u85aa\u916c] \u63d0\u4f9b\u6781\u5177\u7ade\u4e89\u529b\u7684\u85aa\u8d44 base + \u6781\u5177\u60f3\u8c61\u529b\u7684 Web3 \u5934\u90e8\u9879\u76ee\u5e74\u7ec8 bonus \uff08\u771f\u6b63\u4eab\u53d7\u5230\u884c\u4e1a\u9ad8\u589e\u957f\u7ea2\u5229\uff0c\u5e74\u5ea6 3-6 \u4e2a\u6708\u5956\u91d1\u8d77\uff0c\u7206\u6b3e\u9879\u76ee\u6536\u76ca\u4e0a\u4e0d\u5c01\u9876\uff01\uff09\u3002<br />\ud83c\udf0d  [ Base \u9999\u6e2f + \u4e1d\u6ed1\u843d\u6237]  Base \u9999\u6e2f\uff0c\u516c\u53f8\u76f4\u63a5\u63d0\u4f9b [\u9999\u6e2f\u5de5\u4f5c\u7b7e\u8bc1] \uff01\u540c\u65f6\u5b8c\u7f8e\u652f\u6301\u8de8\u57ce\u901a\u52e4\uff0c\u4f60\u53ef\u4ee5\u9009\u62e9\u4f4f\u5728\u6df1\u5733\uff0c\u4eab\u53d7\u4e24\u5730\u7684\u6781\u81f4\u4fbf\u5229\u3002<br />\ud83d\udcbb  [\u6781\u5ba2\u795e\u88c5] \u9876\u914d Mac \u5f00\u53d1\u673a + \u5347\u964d\u684c + \u4eba\u4f53\u5de5\u5b66\u6905\uff0c\u7ed9\u4f60\u7684\u8170\u690e\u548c\u4ee3\u7801\u6700\u597d\u7684\u4fdd\u62a4\u3002<br />\ud83c\udf3f  [\u795e\u4ed9\u751f\u6d3b] \u6241\u5e73\u5316\u7ba1\u7406\uff0c\u5f39\u6027\u5de5\u4f5c\u65f6\u95f4\uff0c [\u4e25\u683c\u5468\u672b\u53cc\u4f11] \uff0c\u62d2\u7edd\u65e0\u610f\u4e49\u5185\u8017\u3002<br />\ud83c\udfe5  [\u5168\u65b9\u4f4d\u4fdd\u969c] \u514d\u8d39\u5e74\u5ea6\u9ad8\u7aef\u4f53\u68c0\uff0c\u65e0\u9650\u91cf\u514d\u8d39\u96f6\u98df\u3001\u4e0b\u5348\u8336\uff0c\u5b9a\u671f\u6280\u672f Share \u3001\u56fd\u5185\u5916\u9876\u7ea7\u884c\u4e1a\u5cf0\u4f1a\u4ea4\u6d41\u4e0e\u516c\u8d39\u51fa\u5dee\u673a\u4f1a\u3002<br /><br />\ud83d\udcec \u7b80\u5386\u6295\u9012\u901a\u9053\uff1a<br />Email: \u8bf7\u5c06\u7b80\u5386\u53d1\u9001\u81f3\u90ae\u7bb1 Josiezhao@yeah.net<br />\uff08\u7b80\u5386\u547d\u540d\u63a8\u8350\uff1a\u59d3\u540d_Go/AI \u5de5\u7a0b\u5e08_V2EX \uff09<br /><br />\u5982\u679c\u4f60\u5728\u5927\u5382\u505a\u4e45\u4e86\u57fa\u7840\u8bbe\u65bd\uff0c\u6b63\u6e34\u671b\u5bfb\u627e\u4e00\u4e2a\u80fd\u5c06\u201cGo \u5f3a\u5de5\u7a0b\u80fd\u529b\u201d\u4e0e\u201cAI Agent \u524d\u6cbf\u6280\u672f\u201d\u5b8c\u7f8e\u7ed3\u5408\u3001\u4e14\u56de\u62a5\u7387\u548c\u5730\u7406\u81ea\u7531\u5ea6\u90fd\u6781\u9ad8\u7684\u6218\u573a\uff0c\u522b\u72b9\u8c6b\u4e86\uff0c\u5c31\u662f\u73b0\u5728\uff0c\u804a\u804a\u770b\uff01", 
      "date_published": "2026-07-02T07:56:55+00:00", 
      "title": "[\u6025\u62db] \u641e\u5b9a\u4e07\u5361\u8c03\u5ea6\u540e\uff0c\u6211\u4eec\u51b3\u5b9a\u53bb Web3 \u7528 Go + Agent \u6380\u7ffb\u5929\u82b1\u677f\uff01\uff08\u9999\u6e2f Base/\u5305\u5de5\u7b7e/\u6df1\u6e2f\u901a\u52e4/\u4e0a\u4e0d\u5c01\u9876\uff09", 
      "id": "https://www.v2ex.com/t/1224533"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/liaob0106", 
        "name": "liaob0106", 
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      }, 
      "url": "https://www.v2ex.com/t/1224525", 
      "title": "[\u9a6c\u6765\u897f\u4e9a\u8fdc\u7a0b][\u62db\u8058 APP \u7aef\u524d\u540e\u7aef]", 
      "id": "https://www.v2ex.com/t/1224525", 
      "date_published": "2026-07-02T07:41:52+00:00", 
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      "title": "Native \u62db\u8058 devops\u3001golang/rust", 
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<strong>\u63a5\u53e3\u53ef\u7528\u6027\u3001\u6a21\u578b\u8282\u70b9\u72b6\u6001\u3001\u4efb\u52a1\u6210\u529f\u7387\u3001\u8c03\u7528\u5ef6\u8fdf\u3001\u5f02\u5e38\u544a\u8b66\u3001\u4f59\u989d\u4e0d\u8db3\u63d0\u9192</strong> \u7b49\u3002</p>\n</li>\n<li>\n<p>\u5bf9\u63a5 <strong>\u652f\u4ed8\u3001\u5145\u503c\u3001\u4f59\u989d\u6263\u8d39\u3001\u8ba2\u5355\u8bb0\u5f55\u3001\u81ea\u52a8\u5145\u503c\u3001\u4fe1\u7528\u5361\u7ed1\u5b9a</strong> \u7b49\u8ba1\u8d39\u76f8\u5173\u529f\u80fd\u3002</p>\n</li>\n<li>\n<p>\u6301\u7eed\u4f18\u5316\u540e\u7aef\u670d\u52a1\u6027\u80fd\u3001\u7a33\u5b9a\u6027\u548c\u53ef\u6269\u5c55\u6027\uff0c\u4fdd\u969c\u5e73\u53f0\u4e0a\u7ebf\u540e\u7684 <strong>\u9ad8\u5e76\u53d1\u8c03\u7528</strong> \u4e0e <strong>\u7a33\u5b9a\u8fd0\u884c</strong>\u3002</p>\n</li>\n</ol>\n<hr/>\n<h2>\u4efb\u804c\u8981\u6c42</h2>\n<h3>\u4e00\u3001\u6838\u5fc3\u80fd\u529b\u8981\u6c42\uff5c\u5fc5\u5907</h3>\n<ol>\n<li>\n<p><strong>3 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    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/Uki99", 
        "name": "Uki99", 
        "avatar": "https://cdn.v2ex.com/gravatar/476ab6357057b314b7b4b789d77e794d?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1224418", 
      "title": "Agent \u8bb0\u5fc6\u5de5\u7a0b\u5e08-\u4f18\u5148\u5750\u73ed\u5317\u4eac\uff0c\u4f18\u79c0\u53ef\u8fdc\u7a0b\u5c45\u5bb6\u529e\u516c", 
      "id": "https://www.v2ex.com/t/1224418", 
      "date_published": "2026-07-02T02:22:46+00:00", 
      "content_html": "\u5173\u4e8e\u8fd9\u4e2a\u89d2\u8272<br />\u8ba9 Agent \u771f\u6b63\u6709\u7528\uff0c\u4e0d\u662f\u8ba9\u5b83\u66f4\u806a\u660e \u2014\u2014 \u662f\u8ba9\u5b83\u8bb0\u4f4f\u4f60\u3002<br />\u8bb0\u4f4f\u4f60\u4e0a\u5468\u8bf4\u7684\u51b3\u5b9a\u3001\u4f60\u53cd\u590d\u63d0\u5230\u7684\u504f\u597d\u3001\u4f60\u4e09\u4e2a\u6708\u524d\u72af\u8fc7\u7684\u9519\u8bef\u3002\u73b0\u6709\u7684 Agent \u7cfb\u7edf\u5927\u591a\u5728\u6bcf\u6b21\u5bf9\u8bdd\u7ed3\u675f\u540e\u5f7b\u5e95\u5931\u5fc6\u3002\u6211\u4eec\u8ba4\u4e3a\u8fd9\u662f AI \u5e94\u7528\u57fa\u7840\u8bbe\u65bd\u5c42\u6700\u503c\u5f97\u89e3\u51b3\u7684\u95ee\u9898\u4e4b\u4e00\u3002<br />\u6211\u4eec\u7684\u76ee\u6807\u662f\u8ba9\u6bcf\u4e2a Agent \u62e5\u6709\u53ef\u68c0\u89c6\u7684\u8bb0\u5fc6\u3001\u53ef\u8ffd\u6eaf\u7684\u8bc1\u636e\u94fe\u3001\u53ef\u59d4\u6258\u7684\u8eab\u4efd \u2014\u2014 \u6210\u4e3a Web \u7684\u4e00\u7b49\u516c\u6c11\u3002\u8fd9\u4e2a\u89d2\u8272\u8d1f\u8d23\u6784\u5efa\u8bb0\u5fc6\u7cfb\u7edf\u7684\u6838\u5fc3\u57fa\u7840\u8bbe\u65bd\uff1a\u4ece\u539f\u59cb\u5bf9\u8bdd\u5230\u7ed3\u6784\u5316\u8bb0\u5fc6\u7684\u62bd\u53d6\u3001\u5b58\u50a8\u3001\u53ec\u56de\u4e0e\u4e0a\u4e0b\u6587\u7ec4\u88c5\uff0c\u8ba9 Agent \u8de8\u4f1a\u8bdd\u3001\u8de8\u4efb\u52a1\u5730\u4fdd\u6301\u8fde\u8d2f\u8ba4\u77e5\u3002<br /><br />\u6838\u5fc3\u804c\u8d23<br />1 \u3001\u8bb0\u5fc6\u5199\u5165\u4e0e\u8bed\u4e49\u62bd\u53d6\uff1a\u6d88\u606f / \u884c\u4e3a\u6570\u636e\u7684\u5f02\u6b65\u5199\u5165\u3001LLM \u9a71\u52a8\u7684\u8bed\u4e49\u62bd\u53d6\u3001\u7ed3\u6784\u5316\u8bb0\u5fc6\u751f\u6210\uff08\u7528\u6237\u753b\u50cf\u3001\u4e8b\u4ef6\u8bb0\u5fc6\u3001\u4e8b\u5b9e\u8bb0\u5fc6\uff09\u4e0e\u53ef\u8ffd\u6eaf\u8bc1\u636e\u94fe\u7ba1\u7406<br />2 \u3001\u5206\u5c42\u8bb0\u5fc6\u5efa\u6a21\uff1a\u957f\u671f\u8bb0\u5fc6\u4e0e\u77ed\u671f\u4e0a\u4e0b\u6587\u7684\u5206\u5c42\u67b6\u6784\u8bbe\u8ba1\uff1b\u8de8\u4f1a\u8bdd\u8bb0\u5fc6\u7684\u5408\u5e76\u3001\u51b2\u7a81\u89e3\u51b3\u3001\u7f6e\u4fe1\u5ea6\u8870\u51cf\u3001\u65f6\u6548\u6027\u7ba1\u7406\u4e0e\u9057\u5fd8\u7b56\u7565<br />3 \u3001\u5f00\u53d1\u8005\u5e73\u53f0\u4e0e SDK\uff1a\u8bbe\u8ba1\u5e76\u7ef4\u62a4\u9762\u5411\u7b2c\u4e09\u65b9\u5f00\u53d1\u8005\u7684 Memory SDK \uff08 Python / TypeScript \uff09\uff0c\u5305\u62ec API \u63a5\u53e3\u8bbe\u8ba1\u3001\u591a\u8bed\u8a00 Client \u5c01\u88c5\u3001OpenAPI \u89c4\u8303\u3001\u4ea4\u4e92\u5f0f\u6587\u6863\u4e0e Playground \uff1b\u8d1f\u8d23 SDK \u7684\u7248\u672c\u7ba1\u7406\u3001\u517c\u5bb9\u6027\u7b56\u7565\u4e0e Changelog \uff1b\u6784\u5efa CLI \u5de5\u5177\u94fe\uff0c\u652f\u6301\u5f00\u53d1\u8005\u672c\u5730\u8c03\u8bd5\u3001\u8bb0\u5fc6\u53ef\u89c6\u5316\u68c0\u89c6\u4e0e diff \uff1b\u8bbe\u8ba1\u591a\u79df\u6237\u9694\u79bb\u6a21\u578b\u3001API Key \u7ba1\u7406\u3001Quota \u9650\u5236\u3001\u7528\u91cf\u7edf\u8ba1\u4e0e\u8ba1\u8d39\u94a9\u5b50\uff1b\u4e0e MCP \uff08 Model Context Protocol \uff09\u7b49 Agent \u534f\u8bae\u4fdd\u6301\u517c\u5bb9\uff0c\u652f\u6301 Agent \u6846\u67b6\uff08 LangChain / LlamaIndex / AutoGen \u7b49\uff09\u7684\u4e00\u952e\u96c6\u6210<br />4 \u3001\u591a\u8def\u53ec\u56de\u4e0e\u4e0a\u4e0b\u6587\u7ec4\u88c5\uff1a\u5173\u952e\u8bcd / \u5411\u91cf / \u56fe\u8c31\u5173\u7cfb / \u672c\u4f53\u591a\u8def\u53ec\u56de\uff0c\u5b9e\u4f53 / \u65f6\u95f4 / \u6807\u7b7e\u8fc7\u6ee4\uff0crerank \uff0c\u4ee5\u53ca\u5728 token budget \u7ea6\u675f\u4e0b\u7684\u4e0a\u4e0b\u6587\u7cbe\u786e\u7ec4\u88c5<br />\u5f02\u6b65 Pipeline \u4f53\u7cfb\uff1a\u4efb\u52a1\u8c03\u5ea6\u3001\u961f\u5217\u6d88\u8d39\u3001\u5e42\u7b49\u3001\u91cd\u8bd5\u3001\u79df\u7ea6\u3001\u5931\u8d25\u6062\u590d\u3001\u540c\u7528\u6237\u4e32\u884c\u5316\u4e0e\u5ef6\u8fdf\u6cbb\u7406<br />5 \u3001LLM \u62bd\u53d6\u94fe\u8def\u5de5\u7a0b\uff1a\u7ed3\u6784\u5316\u8f93\u51fa\u6821\u9a8c\u4e0e\u4fee\u590d\u3001Prompt \u7248\u672c\u7ba1\u7406\u3001token / cost \u7edf\u8ba1\u3001\u5931\u8d25\u964d\u7ea7<br />6 \u3001API \u3001\u6743\u9650\u4e0e\u53ef\u89c2\u6d4b\uff1a\u591a\u79df\u6237\u9694\u79bb\u3001\u8bb0\u5fc6\u5199\u5165\u4e0e\u53ec\u56de\u7684\u5b8c\u6574 trace \u3001Worker \u4e0e\u4f9d\u8d56\u8c03\u7528\u7684\u751f\u4ea7\u7ea7\u53ef\u6392\u969c\u80fd\u529b<br /><br />\u5c97\u4f4d\u8981\u6c42<br />1 \u3001\u6df1\u5165\u7406\u89e3\u73b0\u4ee3 Agent Memory \u67b6\u6784\uff1a\u57fa\u4e8e\u5411\u91cf + \u56fe\u7684 Cloud Memory \u65b9\u6848\u3001\u57fa\u4e8e Markdown \u7684 Local Memory \u65b9\u6848\u3001\u8bb0\u5fc6\u5206\u5c42\u6a21\u578b\u4e0e Context Engineering<br />2 \u3001\u719f\u7ec3\u638c\u63e1 Memory \u7cfb\u7edf\u6838\u5fc3\u673a\u5236\uff1a\u8bed\u4e49\u62bd\u53d6\u3001\u53ec\u56de\u6392\u5e8f\u3001\u8bb0\u5fc6\u5408\u5e76\u4e0e\u51b2\u7a81\u89e3\u51b3\u3001\u9057\u5fd8\u4e0e\u5f52\u6863\u7b56\u7565\u3001\u8bc1\u636e\u56de\u6eaf<br />3 \u3001\u719f\u6089 \u5411\u91cf\u6570\u636e\u5e93\u3001\u56fe\u6570\u636e\u5e93\u3001PostgreSQL \u3001Redis \u3001Elasticsearch \u4e2d\u81f3\u5c11\u4e24\u7c7b\uff0c\u7406\u89e3\u5b83\u4eec\u5728\u68c0\u7d22\u3001\u961f\u5217\u4e0e\u72b6\u6001\u5b58\u50a8\u4e2d\u7684\u53d6\u820d<br />4 \u3001\u719f\u7ec3\u638c\u63e1\u7528\u6237\u753b\u50cf\u3001\u77e5\u8bc6\u56fe\u8c31\u3001\u63a8\u8350\u7cfb\u7edf\u3001RAG \u3001\u5411\u91cf\u68c0\u7d22\u6216\u884c\u4e3a\u5206\u6790\u7cfb\u7edf\u7b49\u6280\u672f\u9886\u57df<br />5 \u3001\u719f\u7ec3\u638c\u63e1\u5f02\u6b65\u4efb\u52a1\u7cfb\u7edf\uff1aWorker \u3001\u961f\u5217\u3001\u5e42\u7b49\u3001\u79df\u7ea6\u3001\u91cd\u8bd5\u3001\u8d85\u65f6\u3001\u5206\u5e03\u5f0f\u9501\u3001\u4efb\u52a1\u6062\u590d<br />6 \u3001\u719f\u6089 LLM \u5e94\u7528\u5de5\u7a0b\uff1a\u7ed3\u6784\u5316\u8f93\u51fa\u3001Prompt \u7248\u672c\u3001\u8d28\u91cf\u63a7\u5236\u3001cost \u7edf\u8ba1\u4e0e\u5931\u8d25\u964d\u7ea7<br />7 \u3001\u7cbe\u901a Python \u5f02\u6b65\u7f16\u7a0b\uff0c\u719f\u6089 FastAPI / Pydantic / SQLAlchemy / pytest<br />8 \u3001\u719f\u6089 OpenTelemetry / Prometheus / Langfuse \u7b49\u53ef\u89c2\u6d4b\u4f53\u7cfb<br />9 \u30015 \u5e74\u4ee5\u4e0a\u540e\u7aef / \u5206\u5e03\u5f0f\u7cfb\u7edf / AI \u5e94\u7528\u57fa\u7840\u8bbe\u65bd\u7ecf\u9a8c\uff0c\u6709\u751f\u4ea7\u7ea7\u590d\u6742\u540e\u7aef\u7cfb\u7edf\u4ea4\u4ed8\u7ecf\u5386<br /><br />\u52a0\u5206\u9879<br />1 \u3001mem0 \u3001MemGPT \u3001Zep \u3001Letta \u6216\u540c\u7c7b Agent Memory \u9879\u76ee\u7684\u5de5\u7a0b\u6216\u6df1\u5ea6\u4f7f\u7528\u7ecf\u9a8c<br />2 \u3001\u6709 LLM \u4fe1\u606f\u62bd\u53d6\u3001\u4e8b\u5b9e\u751f\u6210\u3001\u51b2\u7a81\u5408\u5e76\u3001\u8d28\u91cf\u8bc4\u4f30\u6216\u4eba\u5de5\u6821\u6b63\u95ed\u73af\u7ecf\u9a8c<br />\u6709\u9ad8\u541e\u5410\u5f02\u6b65 Pipeline \u3001Kafka Consumer \u3001PostgreSQL skip locked / \u884c\u9501\u3001\u4efb\u52a1\u8868\u5e42\u7b49\u8bbe\u8ba1\u7ecf\u9a8c<br />3 \u3001\u6709\u9762\u5411\u5f00\u53d1\u8005\u7684 API / SDK / CLI / OpenAPI \u6587\u6863\u6216\u5e73\u53f0\u578b\u7cfb\u7edf\u7814\u53d1\u7ecf\u9a8c<br />\u6709\u771f\u5b9e\u7528\u6237\u5728\u7528\u7684\u5f00\u6e90 Memory \u3001RAG \u6216\u77e5\u8bc6\u56fe\u8c31\u9879\u76ee<br /><br />\u6295\u9012\u8bf7\u8054\u7cfb<br />VX1: Bellafafa_<br />VX2: 1424983319<br /><br />TG1: @<a target=\"_blank\" href=\"/member/fuseiijiang\" rel=\"nofollow noopener\">fuseiijiang</a><br />TG2: @<a target=\"_blank\" href=\"/member/Ellen9987\" rel=\"nofollow noopener\">Ellen9987</a>"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/Luckyshot", 
        "name": "Luckyshot", 
        "avatar": "https://cdn.v2ex.com/avatar/b22a/e570/561199_large.png?m=1766480598"
      }, 
      "url": "https://www.v2ex.com/t/1224397", 
      "title": "[\u5185\u63a8]20260702 \u6e23\u6253\u94f6\u884c\u5185\u63a8 | \u5e7f\u5dde & \u5929\u6d25 | Band 5-7 | 42 \u4e2a\u5728\u62db\u5c97\u4f4d", 
      "id": "https://www.v2ex.com/t/1224397", 
      "date_published": "2026-07-02T01:43:53+00:00", 
      "content_html": "<ul>\n<li>\u5e7f\u5dde 19 | \u5929\u6d25 23</li>\n<li>\u793e\u62db\uff0c5 \u5e74\u4ee5\u4e0a\u7ecf\u9a8c\u3002wlb \uff0c\u5e74\u5047 20 \u5929\uff0c\u6bcf\u5468\u4e24\u5230\u4e09\u5929\u5c45\u5bb6\u529e\u516c\u3002\u82f1\u6587\u6c34\u5e73\u8981\u6c42\u9ad8\uff0c\u5168\u82f1\u9762\u8bd5\uff0c\u6709\u610f\u52a0\u6211 wechat (base64)\uff1aUm9ybzc0NTY5ODE0MA==</li>\n</ul>\n<h2>\ud83d\udccd \u5e7f\u5dde\uff08 19 \u4e2a\u5c97\u4f4d\uff09</h2>\n<h3>Band 5 \uff08 4 \u4e2a\uff09</h3>\n<table>\n<thead>\n<tr>\n<th>\u5c97\u4f4d</th>\n<th>Business Group</th>\n<th>\u622a\u6b62\u65e5\u671f</th>\n<th>JD \u6982\u62ec</th>\n</tr>\n</thead>\n<tbody>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Product-Owner/53359-en_GB\" rel=\"nofollow\">Product-Owner</a></td>\n<td>Corporate &amp; Commercial Banking</td>\n<td>2026/08/31</td>\n<td>\u2022 As a Move Money API Product Owner, you'll play a pivota...</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/VP%2C-CL%2C-Full-Stack-Eng%2C-WRB-Tech/55520-en_GB\" rel=\"nofollow\">VP, CL, Full-Stack-Eng, WRB-Tech</a></td>\n<td>Technology</td>\n<td>2026/09/30</td>\n<td>The \u201cChapter Lead, Full Stack Engineering - JavaSpring, W...</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Lead%2C-AI-Platform-AI-Factory/52646-en_GB\" rel=\"nofollow\">Lead, AI-Platform-AI-Factory</a></td>\n<td>Technology</td>\n<td>2026/10/31</td>\n<td>We are seeking for an experience AI Platform Engineer to ...</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Director%2C-CFCR-Assurance-%28Malaysia%2C-China%29/56182-en_GB\" rel=\"nofollow\">Director, CFCR-Assurance-(Malaysia, China)</a></td>\n<td>Governance, Risk Management &amp; Compliance</td>\n<td>2026/11/01</td>\n<td>This position can be based in GBSKuala Lumpur or GBS Guan...</td>\n</tr>\n</tbody></table><h3>Band 6 \uff08 8 \u4e2a\uff09</h3>\n<table>\n<thead>\n<tr>\n<th>\u5c97\u4f4d</th>\n<th>Business Group</th>\n<th>\u622a\u6b62\u65e5\u671f</th>\n<th>JD \u6982\u62ec</th>\n</tr>\n</thead>\n<tbody>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/AI-Data-Engineer/56953-en_GB\" rel=\"nofollow\">AI-Data-Engineer</a></td>\n<td>Technology</td>\n<td>2026/12/31</td>\n<td>Senior Data Engineer pipeline JR</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Product-Manager%2C-UIUX-Design-CoE/55069-en_GB\" rel=\"nofollow\">Product-Manager, UIUX-Design-CoE</a></td>\n<td>Technology</td>\n<td>2026/07/04</td>\n<td>This role could be based in India and China. When you sta...</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Manager%2C-ERM%2C-Hong-Kong-&amp;amp%3B-SCB-HK-Group/53269-en_GB\" rel=\"nofollow\">Manager, ERM, Hong-Kong-&amp;-SCB-HK-Group</a></td>\n<td>Governance, Risk Management &amp; Compliance</td>\n<td>2026/09/30</td>\n<td>\u2022 This is a role within the Risk function to support work...</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Sr_-Assoc%2C-Business-Analyst%2C-WRB-Tech/55490-en_GB\" rel=\"nofollow\">Sr_-Assoc, Business-Analyst, WRB-Tech</a></td>\n<td>Technology</td>\n<td>2026/09/30</td>\n<td>We are seeking an experienced Business Analyst to drive c...</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Senior-ESG-Analyst/55568-en_GB\" rel=\"nofollow\">Senior-ESG-Analyst</a></td>\n<td>Corporate &amp; Commercial Banking</td>\n<td>2026/09/30</td>\n<td>We are seeking a highly motivated and detail-oriented ind...</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/AI-Analyst%2C-CIB-AI-CoE/51956-en_GB\" rel=\"nofollow\">AI-Analyst, CIB-AI-CoE</a></td>\n<td>Corporate &amp; Commercial Banking</td>\n<td>2026/07/31</td>\n<td>We\u2019re looking for a driven &amp; innovative AI analyst to hel...</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/DLT-Senior-Full-Stack-Engineer/56194-en_GB\" rel=\"nofollow\">DLT-Senior-Full-Stack-Engineer</a></td>\n<td>Technology</td>\n<td>2026/08/01</td>\n<td>We are seeking several experienced and technically strong...</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/AI-Ops-Engineer/56088-en_GB\" rel=\"nofollow\">AI-Ops-Engineer</a></td>\n<td>Technology</td>\n<td>2026/08/01</td>\n<td>You will help build and run the bank's AI Factory platfor...</td>\n</tr>\n</tbody></table><h3>Band 7 \uff08 7 \u4e2a\uff09</h3>\n<table>\n<thead>\n<tr>\n<th>\u5c97\u4f4d</th>\n<th>Business Group</th>\n<th>\u622a\u6b62\u65e5\u671f</th>\n<th>JD \u6982\u62ec</th>\n</tr>\n</thead>\n<tbody>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Credit-Analyst%2C-CPA-Hub/54851-en_GB\" rel=\"nofollow\">Credit-Analyst, CPA-Hub</a></td>\n<td>Corporate &amp; Commercial Banking</td>\n<td>--</td>\n<td>Credit Analysis (\u201cCA\u201d) is an integral part of the CIB. Th...</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Credit-Analyst%2C-CPA-Hub/54852-en_GB\" rel=\"nofollow\">Credit-Analyst, CPA-Hub</a></td>\n<td>Corporate &amp; Commercial Banking</td>\n<td>2026/12/31</td>\n<td>Credit Analysis (\u201cCA\u201d) is an integral part of the CIB. Th...</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Credit-Analyst%2C-CPA-Hub/54853-en_GB\" rel=\"nofollow\">Credit-Analyst, CPA-Hub</a></td>\n<td>Corporate &amp; Commercial Banking</td>\n<td>2026/12/31</td>\n<td>Credit Analysis (\u201cCA\u201d) is an integral part of the CIB. Th...</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Credit-Analyst%2C-CPA-Hub/54854-en_GB\" rel=\"nofollow\">Credit-Analyst, CPA-Hub</a></td>\n<td>Corporate &amp; Commercial Banking</td>\n<td>2026/12/31</td>\n<td>Credit Analysis (\u201cCA\u201d) is an integral part of the CIB. Th...</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Credit-Analyst%2C-China-CA-Hub/55566-en_GB\" rel=\"nofollow\">Credit-Analyst, China-CA-Hub</a></td>\n<td>Corporate &amp; Commercial Banking</td>\n<td>2026/11/01</td>\n<td>Credit Analysis (\u201cCA\u201d) is an integral part of the CIB. Th...</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Manager%2C-FCSO-Investigations/55665-en_GB\" rel=\"nofollow\">Manager, FCSO-Investigations</a></td>\n<td>Operations</td>\n<td>2026/12/31</td>\n<td>Search Jobs Job Alerts Link Job Details Manager, FCSO Inv...</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Assoc-FrontEnd-Eng%2C-WRB-Tech/54127-en_GB\" rel=\"nofollow\">Assoc-FrontEnd-Eng, WRB-Tech</a></td>\n<td>Technology</td>\n<td>2026/08/01</td>\n<td>We are looking for a Frontend Specialist, responsible for...</td>\n</tr>\n</tbody></table><h2>\ud83d\udccd \u5929\u6d25\uff08 23 \u4e2a\u5c97\u4f4d\uff09</h2>\n<h3>Band 5 \uff08 8 \u4e2a\uff09</h3>\n<table>\n<thead>\n<tr>\n<th>\u5c97\u4f4d</th>\n<th>Business Group</th>\n<th>\u622a\u6b62\u65e5\u671f</th>\n<th>JD \u6982\u62ec</th>\n</tr>\n</thead>\n<tbody>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/KYC-Policy-Implementation-Manager/52852-en_GB\" rel=\"nofollow\">KYC-Policy-Implementation-Manager</a></td>\n<td>Operations</td>\n<td>2026/12/31</td>\n<td>\u2022 The CIB Coverage CLM and Servicing KYC Policy Implement...</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Product-Owner%2C-Digital-Banking/50876-en_GB\" rel=\"nofollow\">Product-Owner, Digital-Banking</a></td>\n<td>Retail Banking</td>\n<td>2026/11/01</td>\n<td>The Product Owner (PO) is a sole person (not a committee)...</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/VP%2C-CL%2C-Full-Stack-Eng%2C-WRB-Tech/55431-en_GB\" rel=\"nofollow\">VP, CL, Full-Stack-Eng, WRB-Tech</a></td>\n<td>Technology</td>\n<td>2026/08/01</td>\n<td>A Chapter Lead \u2013 Full Stack leads a team of engineers whi...</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/AVP%2C-CL%2C-Fullstack-Eng%2C-WRB-Tech/55519-en_GB\" rel=\"nofollow\">AVP, CL, Fullstack-Eng, WRB-Tech</a></td>\n<td>Technology</td>\n<td>2026/08/01</td>\n<td>The \u201cChapter Lead, Full Stack Engineering - Java Spring, ...</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/AVP%2C-Fiduciary-&amp;amp%3B-Fund-Services/55571-en_GB\" rel=\"nofollow\">AVP, Fiduciary-&amp;-Fund-Services</a></td>\n<td>Operations</td>\n<td>2026/09/30</td>\n<td>\u2022 To ensure accurate calculation and posting entries in r...</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/KYC-Policy-Implementation-Manager/53536-en_GB\" rel=\"nofollow\">KYC-Policy-Implementation-Manager</a></td>\n<td>Operations, Technology</td>\n<td>2026/09/30</td>\n<td>The CIB Coverage COO KYC Policy Implementation (PI) team ...</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/AI-Lead-Engineer/51754-en_GB\" rel=\"nofollow\">AI-Lead-Engineer</a></td>\n<td>Technology</td>\n<td>2026/07/12</td>\n<td>\u2022 As an AI Application Engineer, you\u2019ll be responsible fo...</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Product-Owner%2C-SME-Banking-Digital/56905-en_GB\" rel=\"nofollow\">Product-Owner, SME-Banking-Digital</a></td>\n<td>Retail Banking</td>\n<td>2026/09/30</td>\n<td>The Product Owner (PO) is a sole person (not a committee)...</td>\n</tr>\n</tbody></table><h3>Band 6 \uff08 10 \u4e2a\uff09</h3>\n<table>\n<thead>\n<tr>\n<th>\u5c97\u4f4d</th>\n<th>Business Group</th>\n<th>\u622a\u6b62\u65e5\u671f</th>\n<th>JD \u6982\u62ec</th>\n</tr>\n</thead>\n<tbody>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Senior-Project-Manager%2C-Insights-&amp;amp%3B-Analytics-%28India%2C-China%29/55068-en_GB\" rel=\"nofollow\">Senior-Project-Manager, Insights-&amp;-Analytics-(India, China)</a></td>\n<td>Technology</td>\n<td>2026/09/30</td>\n<td>This role could be based in India and China. 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        "name": "Brand001", 
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\u80fd\u529b\u8f6c\u5316\u4e3a\u4ea7\u54c1\u4ef7\u503c\uff1a\u6301\u7eed\u5224\u65ad\u5927\u6a21\u578b\u3001\u751f\u56fe\u3001\u8bed\u97f3\u7b49\u80fd\u529b\u7684\u8fb9\u754c\uff0c\u8bc6\u522b\u54ea\u4e9b\u80fd\u529b\u80fd\u53d8\u6210\u771f\u5b9e\u7684\u7528\u6237\u4ef7\u503c\u548c\u5546\u4e1a\u673a\u4f1a\uff0c\u5b9a\u51fa\u503c\u5f97\u6295\u5165\u7684\u65b9\u5411\u3002<br />\u5b9a\u4e49 AI \u4f53\u9a8c\u6807\u51c6\uff1a\u6a21\u578b\u8f93\u51fa\u4e0d\u786e\u5b9a\uff0c\u4f60\u8981\u5b9a\u4e49\"\u4ec0\u4e48\u662f\u597d\u7684 AI \u8868\u73b0\"\uff0c\u5efa\u7acb\u89d2\u8272\u4eba\u8bbe\u3001\u8d28\u91cf\u6807\u51c6\u548c\u8bc4\u6d4b\u65b9\u5f0f\uff0c\u5e76\u7ba1\u7406 AI \u51fa\u9519\u65f6\u7684\u4f53\u9a8c\uff0c\u628a\"\u597d\u7684\u966a\u4f34\u4f53\u9a8c\"\u53d8\u6210\u56e2\u961f\u53ef\u843d\u5730\u3001\u53ef\u9a8c\u6536\u7684\u76ee\u6807\u3002<br />\u5546\u4e1a\u5316\u4e0e\u589e\u957f\u89c4\u5212\uff1a\u8bbe\u8ba1\u4ea7\u54c1\u7684\u53d8\u73b0\u6a21\u5f0f\u4e0e\u589e\u957f\u7b56\u7565\uff0c\u5e76\u628a\u63a8\u7406\u6210\u672c\u3001\u5ef6\u8fdf\u7eb3\u5165\u4ea7\u54c1\u51b3\u7b56\uff08\u6210\u672c\u672c\u8eab\u5c31\u662f AI \u4ea7\u54c1\u7684\u8bbe\u8ba1\u53d8\u91cf\uff09\uff0c\u5bf9\u4ed8\u8d39\u3001\u7559\u5b58\u7b49\u6838\u5fc3\u7ecf\u8425\u6307\u6807\u8d1f\u8d23\u3002<br />\u6570\u636e\u9a71\u52a8\u8fed\u4ee3\uff1a\u5efa\u7acb\u6307\u6807\u4f53\u7cfb\uff0c\u7528\u6570\u636e\u548c A/B \u5b9e\u9a8c\u5224\u65ad\u65b9\u5411\u3001\u9a71\u52a8\u8fed\u4ee3\u3002<br />\u8de8\u804c\u80fd\u63a8\u8fdb\uff1a\u64b0\u5199 PRD \u3001\u6392\u5b9a\u4f18\u5148\u7ea7\uff0c\u63a8\u52a8\u5de5\u7a0b\u3001\u8bbe\u8ba1\u3001\u8fd0\u8425\u843d\u5730\u3002<br /><br />\u4efb\u804c\u8981\u6c42<br /><br />3 \u5e74\u4ee5\u4e0a C \u7aef\u4ea7\u54c1\u7ecf\u9a8c\uff0c\u72ec\u7acb\u89c4\u5212\u5e76\u843d\u5730\u8fc7\u5b8c\u6574\u4ea7\u54c1\u6216\u6838\u5fc3\u6a21\u5757\uff1b\u771f\u5b9e\u505a\u8fc7 AI / \u5927\u6a21\u578b\u4ea7\u54c1\u5e76\u5bf9\u5176\u4f53\u9a8c\u8d1f\u8fc7\u8d23\u3002<br />\u7406\u89e3\u5927\u6a21\u578b\u662f\u6982\u7387\u7cfb\u7edf\uff1a\u61c2\u80fd\u529b\u8fb9\u754c\u4e0e\u5178\u578b\u95ee\u9898\uff0c\u4f1a\u7528\u8bc4\u6d4b\u548c\u8fed\u4ee3\u9a71\u52a8\u8d28\u91cf\uff0c\u800c\u4e0d\u662f\u5f53\u786e\u5b9a\u6027\u529f\u80fd\u6765 spec \u3002<br />\u5f3a\u7528\u6237\u540c\u7406\u5fc3\u548c\u4ea7\u54c1\u89c4\u5212\u80fd\u529b\uff0c\u80fd\u4ece\u96f6\u5224\u65ad\u8be5\u505a\u4ec0\u4e48\u3001\u4e3a\u4ec0\u4e48\u505a\u3002<br />\u5546\u4e1a\u4e0e\u6210\u672c\u654f\u611f\uff0c\u7406\u89e3\u7528\u6237\u4ed8\u8d39\u5fc3\u7406\uff0c\u61c2\u865a\u62df\u7269\u54c1 / \u4f1a\u5458 / \u6253\u8d4f / \u6e38\u620f\u5316\u7b49\u53d8\u73b0\u8bbe\u8ba1\u3002<br />\u6570\u636e\u80fd\u529b\u624e\u5b9e\uff0c\u4f1a\u5b9a\u6307\u6807\u3001\u62c9\u6570\u3001\u8bbe\u8ba1\u5b9e\u9a8c\u3002<br /><br />\u52a0\u5206\u9879<br /><br />\u6df1\u5ea6\u73a9\u8fc7\u6216\u7814\u7a76\u8fc7 AI \u966a\u4f34 / \u89d2\u8272\u626e\u6f14\u4ea7\u54c1\uff08 <a target=\"_blank\" href=\"http://Character.AI\" rel=\"nofollow noopener\">Character.AI</a> \u3001\u661f\u91ce\u3001Candy AI \u3001\u9152\u9986\u7b49\uff09\u6216\u4e59\u6e38\u3002<br />\u6709\u51fa\u6d77\u3001\u534e\u4eba\u5e02\u573a\u6216\u793e\u533a / \u5185\u5bb9\u4ea7\u54c1\u7ecf\u9a8c\u3002<br />\u61c2\u4e8c\u6b21\u5143\u3001\u7f51\u6587\uff0c\u6216\u5bf9\u6d77\u5916\u6cdb\u6210\u4eba\uff08 NSFW \uff09\u4e92\u52a8\u5a31\u4e50\u6709\u7406\u89e3\u548c\u5305\u5bb9\u5ea6\u3002<br />\u80fd\u81ea\u5df1\u7528 AI \u5de5\u5177\u505a\u539f\u578b\u3001\u5199 Prompt \u3001\u8c03\u6a21\u578b\u8868\u73b0\u3002<br />\u2014\u2014\u2014\u2014<br />-----------------------------<br />\u6709\u610f\u5411\u6295\u9012\u7b80\u5386\u5230 Email \u90ae\u7bb1\u6c9f\u901a\uff1a zygs2151@gmail.com"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/ethbtc", 
        "name": "ethbtc", 
        "avatar": "https://cdn.v2ex.com/gravatar/1661cf57bf054bc92892572b79d38325?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1224049", 
      "title": "\u62db\u8058\u4e00\u540d\u5168\u804c\u5927\u6a21\u578b\u5f00\u53d1\u5de5\u7a0b\u5e08\uff08\u63a5\u53d7\u5b9e\u4e60\u751f\uff09\u8fdc\u7a0b\u5f00\u53d1\uff08\u957f\u671f\u6709\u6548\uff09", 
      "id": "https://www.v2ex.com/t/1224049", 
      "date_published": "2026-06-30T14:56:15+00:00", 
      "content_html": "\u8bf4\u660e\uff1a\u8fd9\u4e2a\u5c97\u4f4d\u652f\u6301\u793e\u62db\u548c\u5b9e\u4e60\u751f\u6295\u9012\uff01\uff01\uff01\u5177\u4f53\u85aa\u8d44\u6839\u636e\u80fd\u529b\u800c\u5b9a\uff01<br /><br />\u8054\u7cfb\u65b9\u5f0f\u53c2\u8003\u4e0a\u4e00\u4e2a\u5e16\u5b50 ~~~ email \u6211 <br /><br /><br /><br />\u5c97\u4f4d\u804c\u8d23<br />1 \u3001\u8d1f\u8d23\u5927\u6a21\u578b AI \u5e94\u7528\u7684\u8bbe\u8ba1\u3001\u5f00\u53d1\u3001\u8c03\u8bd5\u4e0e\u8fed\u4ee3\u843d\u5730\uff0c\u72ec\u7acb\u53c2\u4e0e\u5404\u7c7b AI \u573a\u666f\u5316\u529f\u80fd\u5f00\u53d1\uff0c\u4fdd\u969c\u5e94\u7528\u7a33\u5b9a\u8fd0\u884c\u4e0e\u6548\u679c\u4f18\u5316\u3002<br />2 \u3001\u6838\u5fc3\u5f00\u5c55\u63d0\u793a\u8bcd\u5de5\u7a0b\u76f8\u5173\u5de5\u4f5c\uff0c\u9488\u5bf9\u4e1a\u52a1\u573a\u666f\u8bbe\u8ba1\u3001\u8c03\u4f18\u3001\u8fed\u4ee3 Prompt \uff0c\u719f\u7ec3\u8fd0\u7528 CoT \u3001Few-shot \u3001ReAct \u7b49\u4e3b\u6d41\u63d0\u793a\u8bcd\u6280\u5de7\uff0c\u5b8c\u6210 Prompt \u6807\u51c6\u5316\u3001\u6a21\u677f\u5316\u642d\u5efa\uff0c\u6301\u7eed\u63d0\u5347\u5927\u6a21\u578b\u8f93\u51fa\u51c6\u786e\u7387\u3001\u903b\u8f91\u6027\u4e0e\u7a33\u5b9a\u6027\u3002<br />3 \u3001\u53c2\u4e0e AI Agent \u5f00\u53d1\u4e0e\u4f18\u5316\uff0c\u57fa\u4e8e\u4e3b\u6d41\u6846\u67b6\u642d\u5efa\u667a\u80fd\u4ee3\u7406\u5e94\u7528\uff0c\u5b9e\u73b0\u81ea\u4e3b\u89c4\u5212\u3001\u5de5\u5177\u8c03\u7528\u3001\u4efb\u52a1\u62c6\u89e3\u3001\u591a\u8f6e\u4ea4\u4e92\u7b49\u6838\u5fc3\u80fd\u529b\uff0c\u843d\u5730\u81ea\u52a8\u5316\u667a\u80fd\u4e1a\u52a1\u573a\u666f\u3002<br />4 \u3001\u8d1f\u8d23 RAG \u68c0\u7d22\u589e\u5f3a\u751f\u6210\u7cfb\u7edf\u7684\u642d\u5efa\u4e0e\u8fed\u4ee3\uff0c\u5b8c\u6210\u77e5\u8bc6\u5e93\u6784\u5efa\u3001\u6587\u672c\u5207\u7247\u3001\u5411\u91cf\u68c0\u7d22\u3001\u53ec\u56de\u6392\u5e8f\u3001\u751f\u6210\u878d\u5408\u7b49\u5168\u6d41\u7a0b\u5f00\u53d1\uff0c\u89e3\u51b3\u5927\u6a21\u578b\u5e7b\u89c9\u3001\u77e5\u8bc6\u6ede\u540e\u3001\u4e13\u4e1a\u573a\u666f\u9002\u914d\u7b49\u95ee\u9898\u3002<br />5 \u3001\u638c\u63e1\u5927\u6a21\u578b\u6a21\u578b\u7f16\u6392\u80fd\u529b\uff0c\u5b8c\u6210\u591a\u6a21\u578b\u3001\u591a\u7ec4\u4ef6\u3001\u591a\u6d41\u7a0b\u7684\u4e32\u8054\u7f16\u6392\uff0c\u4f18\u5316 AI \u5e94\u7528\u94fe\u8def\u903b\u8f91\uff0c\u63d0\u5347\u6574\u4f53\u54cd\u5e94\u6548\u7387\u4e0e\u4e1a\u52a1\u9002\u914d\u6027\u3002<br />6 \u3001\u8ddf\u8fdb\u5927\u6a21\u578b\u524d\u6cbf\u6280\u672f\uff0c\u6301\u7eed\u4f18\u5316 AI \u5e94\u7528\u65b9\u6848\uff0c\u6574\u7406\u5f00\u53d1\u6587\u6863\u3001\u6280\u672f\u590d\u76d8\uff0c\u914d\u5408\u56e2\u961f\u5b8c\u6210\u4ea7\u54c1\u843d\u5730\u4e0e\u6280\u672f\u8fed\u4ee3\u3002<br /><br />\u4efb\u804c\u8981\u6c42\uff08\u786c\u6027\u6838\u5fc3\u8981\u6c42\uff09<br />1 \u3001\u6280\u672f\u521a\u9700\uff08\u5fc5\u987b\u5177\u5907\uff09<br />\uff08 1 \uff09\u63d0\u793a\u8bcd\u5de5\u7a0b\u4e3a\u6838\u5fc3\u521a\u9700\uff1a\u719f\u7ec3\u638c\u63e1\u5927\u6a21\u578b Prompt \u8bbe\u8ba1\u4e0e\u8c03\u4f18\u65b9\u6cd5\uff0c\u5177\u5907\u5b9e\u6218\u8c03\u4f18\u7ecf\u9a8c\uff0c\u53ef\u72ec\u7acb\u9488\u5bf9\u4e0d\u540c\u4e1a\u52a1\u573a\u666f\u64b0\u5199\u9ad8\u8d28\u91cf\u3001\u53ef\u590d\u7528 Prompt \uff0c\u61c2\u63d0\u793a\u8bcd\u8fed\u4ee3\u4e0e\u6548\u679c\u8bc4\u6d4b\u3002<br />\uff08 2 \uff09\u6709 AI Agent \u5b9e\u9645\u5f00\u53d1\u7ecf\u9a8c\uff0c\u4e86\u89e3\u667a\u80fd\u4ee3\u7406\u8fd0\u884c\u903b\u8f91\u3001\u5de5\u5177\u8c03\u7528\u3001\u4efb\u52a1\u6267\u884c\u673a\u5236\uff0c\u6709\u5b8c\u6574 Agent \u9879\u76ee\u5f00\u53d1\u3001\u843d\u5730\u3001\u8c03\u8bd5\u7ecf\u5386\uff08\u4e2a\u4eba\u9879\u76ee\u3001\u8bfe\u7a0b\u9879\u76ee\u3001\u5b9e\u6218\u9879\u76ee\u5747\u53ef\uff09\u3002<br />\uff08 3 \uff09\u7cbe\u901a RAG \u6838\u5fc3\u539f\u7406\u4e0e\u843d\u5730\u6d41\u7a0b\uff0c\u719f\u6089\u77e5\u8bc6\u5e93\u642d\u5efa\u3001\u5411\u91cf\u5d4c\u5165\u3001\u68c0\u7d22\u5339\u914d\u3001\u751f\u6210\u4f18\u5316\u7b49\u5173\u952e\u73af\u8282\uff0c\u5177\u5907 RAG \u9879\u76ee\u5b9e\u6218\u7ecf\u9a8c\u3002<br />\uff08 4 \uff09\u638c\u63e1\u5927\u6a21\u578b\u57fa\u7840\u7406\u8bba\uff0c\u4e86\u89e3\u6a21\u578b\u7f16\u6392\u903b\u8f91\uff0c\u719f\u6089\u591a\u6a21\u578b\u534f\u540c\u3001\u6d41\u7a0b\u7f16\u6392\u3001\u529f\u80fd\u6a21\u5757\u5316\u5f00\u53d1\u601d\u8def\u3002<br />\uff08 5 \uff09\u5177\u5907\u771f\u5b9e\u7684\u5927\u6a21\u578b AI \u5e94\u7528\u72ec\u7acb\u5f00\u53d1\u7ecf\u9a8c\uff0c\u975e\u7eaf\u7406\u8bba\u5b66\u4e60\uff0c\u6709\u53ef\u5c55\u793a\u3001\u53ef\u590d\u76d8\u7684\u5b9e\u6218\u9879\u76ee\u6210\u679c\u3002<br />2 \u3001\u57fa\u7840\u80fd\u529b\u8981\u6c42<br />\uff08 1 \uff09\u672c\u79d1\u53ca\u4ee5\u4e0a\u5728\u8bfb\u5b66\u751f\uff0c\u8ba1\u7b97\u673a\u3001\u4eba\u5de5\u667a\u80fd\u3001\u8f6f\u4ef6\u5de5\u7a0b\u3001\u5927\u6570\u636e\u3001\u6570\u5b66\u7b49\u76f8\u5173\u4e13\u4e1a\u4f18\u5148\uff0c2023-2027 \u5c4a\u6bd5\u4e1a\u751f\u4f18\u5148\uff0c\u4f18\u79c0\u5728\u6821\u751f\u5747\u53ef\u6295\u9012\u3002<br />\uff08 2 \uff09\u719f\u7ec3\u638c\u63e1 Python \u5f00\u53d1\uff0c\u4e86\u89e3\u4e3b\u6d41\u5927\u6a21\u578b\u5f00\u53d1\u6846\u67b6\uff08 LangChain \u3001AutoGen \u3001LlamaIndex \u7b49\uff09\u4f18\u5148\u3002<br />\uff08 3 \uff09\u4e86\u89e3\u4e3b\u6d41\u5927\u6a21\u578b\uff08 GPT \u3001\u6587\u5fc3\u4e00\u8a00\u3001\u901a\u4e49\u5343\u95ee\u3001\u8baf\u98de\u661f\u706b\u7b49\uff09\u63a5\u53e3\u8c03\u7528\u4e0e\u7279\u6027\u5dee\u5f02\u3002<br />\uff08 4 \uff09\u5177\u5907\u826f\u597d\u7684\u903b\u8f91\u601d\u7ef4\u3001\u95ee\u9898\u6392\u67e5\u80fd\u529b\uff0c\u4e3b\u52a8\u5b66\u4e60\u80fd\u529b\u5f3a\uff0c\u80fd\u5feb\u901f\u8ddf\u8fdb\u5927\u6a21\u578b\u65b0\u6280\u672f\uff0c\u53ef\u72ec\u7acb\u5b8c\u6210\u6a21\u5757\u5f00\u53d1\u4e0e\u8fed\u4ee3\u3002<br />3 \u3001\u52a0\u5206\u9879<br />\uff08 1 \uff09\u6709\u5b8c\u6574\u4e0a\u7ebf\u7684 AI Agent \u3001RAG \u5e94\u7528\u3001\u667a\u80fd\u95ee\u7b54\u3001\u81ea\u52a8\u5316\u529e\u516c AI \u5de5\u5177\u7b49\u9879\u76ee\u7ecf\u9a8c\uff1b<br />\uff08 2 \uff09\u719f\u6089\u5411\u91cf\u6570\u636e\u5e93\uff08 FAISS \u3001Milvus \u7b49\uff09\u3001\u6a21\u578b\u5fae\u8c03\u3001\u90e8\u7f72\u63a8\u7406\u76f8\u5173\u6280\u672f\uff1b<br />\uff08 3 \uff09\u6709\u5f00\u6e90\u9879\u76ee\u8d21\u732e\u3001\u6280\u672f\u535a\u5ba2\u3001\u7ade\u8d5b\u83b7\u5956\u3001\u76f8\u5173\u5b9e\u4e60\u7ecf\u5386\u4f18\u5148\u3002<br /><br />\u6211\u4eec\u63d0\u4f9b<br />1 \u3001\u786c\u6838\u6280\u672f\u6210\u957f\uff1a\u5168\u7a0b\u843d\u5730\u5927\u6a21\u578b\u6838\u5fc3\u4e1a\u52a1\uff0c\u6df1\u8015 Prompt \u5de5\u7a0b\u3001AI Agent \u3001RAG \u3001\u6a21\u578b\u7f16\u6392\u6838\u5fc3\u6280\u672f\uff0c\u79ef\u7d2f\u4e00\u7ebf\u5b9e\u6218\u9879\u76ee\u7ecf\u9a8c\uff0c\u7b80\u5386\u542b\u91d1\u91cf\u62c9\u6ee1\u3002<br />2 \u3001\u4e00\u5bf9\u4e00\u5bfc\u5e08\u5e26\u6559\uff1a\u8d44\u6df1 AI \u5f00\u53d1\u5de5\u7a0b\u5e08\u5168\u7a0b\u6307\u5bfc\uff0c\u89c4\u907f\u6280\u672f\u8e29\u5751\uff0c\u7cfb\u7edf\u5316\u63d0\u5347\u5927\u6a21\u578b\u5de5\u7a0b\u5316\u5f00\u53d1\u80fd\u529b\u3002<br />3 \u3001\u7075\u6d3b\u5b9e\u4e60\u6a21\u5f0f\uff1a\u652f\u6301\u7ebf\u4e0b\u5b9e\u4e60/\u8fdc\u7a0b\u5b9e\u4e60\uff0c\u65f6\u95f4\u7075\u6d3b\u9002\u914d\u5b66\u4e1a\uff0c\u53ef\u5f00\u5177\u6b63\u89c4\u5b9e\u4e60\u8bc1\u660e\u3002<br />4 \u3001\u8f6c\u6b63\u673a\u4f1a\uff1a\u8868\u73b0\u4f18\u5f02\u8005\u53ef\u83b7\u5f97\u4f18\u5148\u8f6c\u6b63\u3001\u7559\u7528\u8d44\u683c\uff0c\u76f4\u901a\u6821\u62db\u7eff\u8272\u901a\u9053\u3002<br />5 \u3001\u6280\u672f\u6c1b\u56f4\u6d53\u539a\uff1a\u5b9a\u671f\u6280\u672f\u5206\u4eab\u3001\u524d\u6cbf\u6280\u672f\u7814\u8ba8\uff0c\u56e2\u961f\u5e74\u8f7b\u5316\uff0c\u6c9f\u901a\u9ad8\u6548\uff0c\u65e0\u5197\u4f59\u6d41\u7a0b\u3002<br /><br /><br />\u6295\u9012\u8bf4\u660e<br />1 \u3001\u6295\u9012\u7b80\u5386\u8bf7\u9644\u5e26\u4e2a\u4eba AI \u9879\u76ee\u4ecb\u7ecd\u3001\u9879\u76ee\u94fe\u63a5/\u6f14\u793a demo \u3001\u6280\u672f\u590d\u76d8\uff08\u91cd\u70b9\u6807\u6ce8 Prompt \u5de5\u7a0b\u3001AI Agent \u3001RAG \u3001\u6a21\u578b\u7f16\u6392\u76f8\u5173\u5b9e\u6218\u7ecf\u5386\uff09\uff1b<br />2 \u3001\u4f18\u5148\u7b5b\u9009\u6709\u771f\u5b9e\u843d\u5730\u9879\u76ee\u3001\u52a8\u624b\u80fd\u529b\u5f3a\u7684\u5019\u9009\u4eba\uff0c\u7eaf\u7406\u8bba\u5b66\u4e60\u8005\u8bf7\u52ff\u6295\u9012\uff1b"
    }
  ]
}