{
  "version": "https://jsonfeed.org/version/1", 
  "title": "\u521b\u4e1a\u7ec4\u961f", 
  "description": null, 
  "home_page_url": "https://www.v2ex.com/go/meet", 
  "feed_url": "https://www.v2ex.com/feed/meet.json", 
  "icon": "https://cdn.v2ex.com/navatar/1f44/77ba/927_large.png?m=1698035294", 
  "favicon": "https://cdn.v2ex.com/navatar/1f44/77ba/927_normal.png?m=1698035294", 
  "items": [
    {
      "author": {
        "url": "https://www.v2ex.com/member/neo2020", 
        "name": "neo2020", 
        "avatar": "https://cdn.v2ex.com/gravatar/461ae9c2037c7a737f973db85021e905?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1203682", 
      "title": "AI OPC \u521b\u4e1a\u5bfb\u627e\u57fa\u77f3\u5171\u5efa\u6210\u5458", 
      "id": "https://www.v2ex.com/t/1203682", 
      "date_published": "2026-04-05T10:02:00+00:00", 
      "content_html": "<p>\u5f53\u524d\u662f\u4e00\u4e2a\u5267\u53d8\u7684\u65f6\u4ee3\uff0c\u4eba\u4eec\u7684\u804c\u4e1a\uff0c\u751f\u6d3b\u548c\u76ee\u6807\u90fd\u5145\u6ee1\u4e86\u4e0d\u786e\u5b9a\u6027\uff0c\u539f\u6709\u7684\u89c4\u5212\u4f3c\u4e4e\u4e0d\u90a3\u4e48\u6709\u6548\u3002\n\u81f4\u529b\u4e8e\u805a\u96c6\u4e00\u6279\u56fd\u5185\u5916\u9ad8\u7d20\u8d28\u7684\u4e2a\u4f53\uff0c\u901a\u8fc7\u6c9f\u901a\uff0c\u534f\u4f5c\u6765\u63a2\u7d22\u65b0\u7684\u4e1a\u52a1\uff0c\u5e76\u5b9e\u73b0\u81ea\u8eab\u7684\u8fed\u4ee3\u548c\u81ea\u6211\u5b9e\u73b0\u3002\n\u5982\u679c\u4f60\u4e5f\u4fe1\u5fc3\u6ee1\u6ee1\uff0c\u5e76\u5177\u5907\u5fc5\u8981\u7684\u7d20\u8d28\u548c\u8d44\u6e90\uff0c\u8bf7\u5c06\u7b80\u5386\u53d1\u5230 Base64 \u81f3 YW5kcm9pZHhqaEBnbWFpbC5jb20=\n\u8c22\u8c22\uff01</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/cphilo", 
        "name": "cphilo", 
        "avatar": "https://cdn.v2ex.com/avatar/253e/fe0d/92304_large.png?m=1444478348"
      }, 
      "url": "https://www.v2ex.com/t/1202359", 
      "title": "\u4e2d\u4f4e\u9891\u7b56\u7565\u91cf\u5316", 
      "id": "https://www.v2ex.com/t/1202359", 
      "date_published": "2026-03-30T15:46:46+00:00", 
      "content_html": "<p>\u81ea\u5df1\u662f\u591a\u5e74\u7684\u7a0b\u5e8f\u5458 \u7136\u540e\u91cf\u5316\u4e5f\u505a\u4e86 5 \u5e74 \u76ee\u524d\u6709\u4e00\u4e2a\u80a1\u7968\u4e2d\u4f4e\u9891\u91cf\u5316\u7b56\u7565\n\u8fd9\u8fb9\u6709\u4e00\u4e2a\u57fa\u7840\u7684\u56de\u6d4b/\u5b9e\u76d8\u6846\u67b6 \u5e0c\u671b\u505a\u4e2d\u4f4e\u9891\u622a\u9762\u56e0\u5b50\u6a21\u578b\n\u76ee\u524d\u4e5f\u6709\u4e00\u4e9b\u673a\u5668\u5b66\u4e60\u7684\u9884\u6d4b\u6a21\u578b\n\u6709\u61c2\u673a\u5668\u5b66\u4e60\u7279\u522b\u662f\u91cf\u5316\u7b56\u7565\u76f8\u5173\u7684\u4eba\u53ef\u4ee5\u8003\u8651\u4ea4\u6d41\u4e0b\n\u6211\u8fd9\u8fb9\u53ef\u4ee5\u89e3\u51b3\u6570\u636e/\u5b9e\u76d8\u56de\u6d4b\u5de5\u7a0b\u95ee\u9898 \u4e5f\u4e86\u89e3\u4e00\u4e9b\u673a\u5668\u5b66\u4e60\u7684\u6a21\u578b \u60f3\u627e\u6df1\u5165\u505a\u8fd9\u5757\u7684\n\u7b56\u7565\u4eba\u5458\u5408\u4f5c\u6216\u8005\u6c9f\u901a\u90fd\u53ef\u4ee5</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/qkunchanzi", 
        "name": "qkunchanzi", 
        "avatar": "https://cdn.v2ex.com/avatar/b2aa/b73a/204515_large.png?m=1774756750"
      }, 
      "url": "https://www.v2ex.com/t/1201986", 
      "date_modified": "2026-03-29T08:22:04+00:00", 
      "content_html": "<p>\u672c\u4eba\u4ecb\u7ecd\uff1a\n\u7f8e\u56e2\uff0c\u5c0f\u7ea2\u4e66\u90fd\u505a\u8fc7 7 \u5e74\u4e1a\u52a1\u5f00\u53d1\uff08\u73b0\u5728\u548c\u5c0f\u7ea2\u4e66\u6253\u5b98\u53f8\u4e2d\uff0c\u8981\u671f\u6743\uff09\uff0c\u770b\u5230 AI \u7684\u6d6a\u6f6e\uff0c\u51b3\u5b9a\u4e0b\u6d77\u641e\u534a\u5bfc\u4f53\uff0c\u76ee\u524d\u662f\u5728\u534a\u5bfc\u4f53 CP \u6d4b\u8bd5\u8017\u6750\u516c\u53f8\u4efb\u804c\uff0c\u516c\u53f8\u573a\u5730 2200 \u5e73\u3002\n\u5927\u591a\u6570\u65f6\u95f4\uff0c\u9664\u4e86\u8dd1\u5ba2\u6237\u4e4b\u5916\uff0c\u90fd\u662f\u9759\u4e0b\u6765\u601d\u8003\u7684\uff0c\u6709\u5176\u4ed6\u521b\u4e1a\u60f3\u6cd5\u6216\u8005\u6709\u641e\u5934\u7684\u5927\u5bb6\u4e5f\u53ef\u4ee5\u4ea4\u6d41\uff0c\u4e3b\u8981\u662f To B \u3002</p>\n<p>\u61c2\u6280\u672f\uff0c\u65e2\u53ef\u4ee5\u505a\u6280\u672f\u6027\u9500\u552e\u628a\u5173\uff0c\u4e5f\u6709\u65f6\u95f4\u6709\u7cbe\u529b\u80fd\u8054\u7cfb\u4e0d\u5c11\u516c\u53f8\uff0c\u60f3\u60f3\u4e00\u8d77\u53ef\u4ee5\u80fd\u505a\u4ec0\u4e48\u4e8b\uff0c\u4e3b\u8981\u662f\u6709\u610f\u601d\uff0c\u63d0\u9ad8\u751f\u4ea7\u529b\uff0c\u80fd To B \u8d4b\u80fd\u7684\uff0c\u53ef\u4ee5\u591a\u4ea4\u6d41\u3002</p>\n", 
      "date_published": "2026-03-29T06:57:35+00:00", 
      "title": "AI \u65f6\u4ee3\u4e86\uff0c\u5927\u5bb6\u6709\u4ec0\u4e48\u60f3\u505a\u7684\u9879\u76ee\uff0c\u53ef\u4ee5\u5408\u4f5c\u3002", 
      "id": "https://www.v2ex.com/t/1201986"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/ccai", 
        "name": "ccai", 
        "avatar": "https://cdn.v2ex.com/gravatar/e8b88983426399f8402bd93f2b96b836?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1201780", 
      "date_modified": "2026-03-28T05:40:31+00:00", 
      "content_html": "\u5927\u5bb6\u597d\uff0c\u6211\u8fd9\u8fb9\u76ee\u524d\u6709\u4e2a\u5f00\u53d1\u9879\u76ee\u6b63\u5728\u843d\u5730\uff0c\u540e\u7eed\u4e5f\u89c4\u5212\u4e86\u4e00\u7cfb\u5217\u65b0\u9879\u76ee\uff0c\u60f3\u627e\u4e00\u4f4d\u6280\u672f\u8fc7\u786c\u7684\u5168\u6808\u642d\u6863\u957f\u671f\u5408\u4f5c\u3002\u4e0d\u641e\u4e00\u9524\u5b50\u4e70\u5356\uff0c\u5e0c\u671b\u80fd\u627e\u5230\u4e00\u8d77\u8e0f\u5b9e\u505a\u4e8b\u3001\u80fd\u957f\u671f\u8d70\u4e0b\u53bb\u7684\u4f19\u4f34\u3002<br /><br />\u7b80\u5355\u8bf4\u4e0b\u8981\u6c42\uff1a<br />\u2022 \u6280\u672f\u8981\u6c42\uff1a\u5168\u6808\uff0c\u719f\u7ec3\u638c\u63e1 PHP \u3001Python \u3001C# \u548c .NET \uff0c\u80fd\u72ec\u7acb\u8d1f\u8d23\u8f6f\u4ef6\u548c\u7f51\u7ad9\u7684\u6574\u4f53\u5f00\u53d1\u5de5\u4f5c\u3002\u719f\u7ec3\u4f7f\u7528 AI \u8f85\u52a9\u7f16\u7a0b\u63d0\u6548\u3002<br />\u2022 \u6838\u5fc3\u80fd\u529b\uff08\u91cd\u70b9\uff09\uff1a\u5177\u5907\u6d77\u91cf\u6570\u636e\u5904\u7406\u7ecf\u9a8c\uff0c\u7cbe\u901a\u6570\u636e\u5e93\u6027\u80fd\u8c03\u4f18\u3002\u80fd\u72ec\u7acb\u89e3\u51b3\u5927\u6570\u636e\u91cf\u4e0b\u7684\u67e5\u8be2\u74f6\u9888\uff08\u5982\u590d\u6742 SQL \u4f18\u5316\u3001\u7d22\u5f15\u8bbe\u8ba1\u3001\u5206\u5e93\u5206\u8868\u7b49\uff09\uff0c\u5b9e\u73b0\u9ad8\u5e76\u53d1\u3001\u4f4e\u5ef6\u8fdf\u7684\u6570\u636e\u8bfb\u5199\u3002<br />\u2022 \u5de5\u4f5c\u65b9\u5f0f\u4e0e\u5730\u533a\uff1a\u53ef\u4ee5\u8fdc\u7a0b\u5de5\u4f5c\uff0c\u897f\u5357\u5730\u533a\u4f18\u5148\uff0c\u5e73\u65f6\u6c9f\u901a\u548c\u540e\u7eed\u5bf9\u63a5\u66f4\u65b9\u4fbf\u3002<br />\u2022 \u5408\u4f5c\u6001\u5ea6\uff1a\u505a\u4e8b\u9760\u8c31\uff0c\u8e0f\u5b9e\uff0c\u6709\u8010\u5fc3\u3002\u9879\u76ee\u5f00\u53d1\u96be\u514d\u9700\u8981\u6c9f\u901a\u78e8\u5408\uff0c\u5fc3\u6001\u597d\u5f88\u91cd\u8981\u3002<br />\u2022 \u5173\u4e8e\u8d39\u7528\uff1a\u4ef7\u683c\u5408\u7406\uff0c\u5927\u5bb6\u5171\u8d62\uff0c\u5177\u4f53\u6211\u4eec\u53ef\u4ee5\u6839\u636e\u9879\u76ee\u7ec6\u8282\u548c\u5de5\u4f5c\u91cf\u8be6\u804a\u3002<br /><br />\u5982\u679c\u4f60\u89c9\u5f97\u5408\u9002\uff0c\u6280\u672f\u4e5f\u5bf9\u53e3\uff0c\u76f4\u63a5\u7559\u4e0b\u4f60\u7684 vx \u5373\u53ef\uff0c\u6211\u52a0\u4f60\u54b1\u4eec\u7ec6\u804a\u3002", 
      "date_published": "2026-03-28T02:02:30+00:00", 
      "title": "\u627e\u9760\u8c31\u7684\u5168\u6808\u6280\u672f\u5408\u4f19\u4eba", 
      "id": "https://www.v2ex.com/t/1201780"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/Captain0711", 
        "name": "Captain0711", 
        "avatar": "https://cdn.v2ex.com/avatar/3bc8/d820/612182_large.png?m=1757255016"
      }, 
      "url": "https://www.v2ex.com/t/1200730", 
      "date_modified": "2026-03-24T10:59:35+00:00", 
      "content_html": "<p>1 \u3001\u7f8e\u672f\u4e13\u4e1a\uff0c\u6700\u597d\u80fd\u624b\u7ed8\uff0c\u76ee\u524d\u6e38\u620f\u91c7\u7528\u7684\u662f\u50cf\u7d20\u98ce\u683c\uff0c\u8981\u5bf9\u8be5\u7c7b\u98ce\u683c\u6709\u4e86\u89e3\n2 \u3001\u9700\u8981\u6709\u624e\u5b9e\u7684\u7f8e\u672f\u8bbe\u8ba1\u529f\u5e95\uff0c\u80fd\u591f\u6839\u636e\u9700\u6c42\u8bbe\u8ba1\u51fa\u6e38\u620f\u573a\u666f UI\nV\uff1aR3B0MDEw</p>\n", 
      "date_published": "2026-03-24T07:05:24+00:00", 
      "title": "\u72ec\u7acb\u6e38\u620f\u5f00\u53d1\u5408\u4f5c \u9700\u8981\u7f8e\u672f \u7528\u7231\u53d1\u7535~", 
      "id": "https://www.v2ex.com/t/1200730"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/TrueMax", 
        "name": "TrueMax", 
        "avatar": "https://cdn.v2ex.com/gravatar/55dc857db6b8d6ef5870382a1bf5f14d?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1199448", 
      "date_modified": "2026-03-19T04:01:32+00:00", 
      "content_html": "<p>\u975e\u6280\u672f\u516c\u53f8\u6295\u8d44\u65b0\u9879\u76ee\uff0c\u5982\u679c\u4f60\u662f\u8d44\u6df1\u5168\u6808\u5de5\u7a0b\u5e08\u6216\u533a\u5757\u94fe\u4ee5\u53ca\u96f6\u77e5\u8bc6\u8bc1\u660e\u7684\u4e13\u5bb6\uff0c\u613f\u610f\u957f\u671f\u5408\u4f5c\u5171\u540c\u53d1\u5c55\uff0c\u8bf7\u8ddf\u6211\u8054\u7cfb\uff1a\u90ae\u7bb1\uff1adHJ1ZW9uZW1heDgxMDJAZ21haWwuY29t</p>\n<p>\u516c\u53f8\u89c4\u5b9a\u5728\u62ab\u9732\u6280\u672f\u7ec6\u8282\u548c\u9879\u76ee\u8ba1\u5212\u4e4b\u524d\uff0c\u9700\u7b7e\u4e66\u4fdd\u5bc6\u534f\u8bae\uff0c\u6709\u987e\u8651\u8005\u8bf7\u5ffd\u7565\u6b64\u6d88\u606f\u3002</p>\n", 
      "date_published": "2026-03-19T02:53:19+00:00", 
      "title": "\u521b\u4e1a\u9879\u76ee\u627e\u6280\u672f\u5408\u4f19\u4eba", 
      "id": "https://www.v2ex.com/t/1199448"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/YanSeven", 
        "name": "YanSeven", 
        "avatar": "https://cdn.v2ex.com/avatar/3f22/feff/383743_large.png?m=1775465214"
      }, 
      "url": "https://www.v2ex.com/t/1197626", 
      "date_modified": "2026-03-12T04:00:47+00:00", 
      "content_html": "\u9274\u4e8e LLM \u7684\u8fed\u4ee3\u52bf\u5934\u51e0\u4e4e\u4e0d\u53ef\u6321\uff0c2026 \u662f\u5173\u952e\u7684\u4e00\u5e74\uff0c\u5982\u679c 2026 \u7684 LLM \u7ee7\u7eed\u9ad8\u6b4c\u731b\u8fdb\uff0c\u90a3\u4e48\u4e2d\u4f4e\u7aef\u7801\u519c\u5219\u8fdf\u65e9\u88ab\u4e00\u626b\u800c\u7a7a\u3002<br /><br />\u57fa\u4e8e\u6b64\uff0c\u6211\u5c06\u9884\u7ec4\u5efa\u4e00\u652f\u4eba\u7c7b\u96c7\u4f63\u5175\u56e2\u961f\uff0c\u505a AI \u65f6\u4ee3\u7684\u8d4f\u91d1\u730e\u4eba\uff0c\u5176\u57fa\u672c\u804c\u8d23\u548c\u901a\u4e0b\u6c34\u9053\uff0c\u758f\u901a\u9a6c\u6876\uff0c\u7ed9\u6c7d\u8f66\u505a\u53d1\u52a8\u673a\u78b3\u6e05\u6d17\uff0c\u7a7a\u8c03\u6e05\u6d17\u7c7b\u4f3c\u3002(\u5982\u679c\u60a8\u7684\u4eb2\u670b\u597d\u53cb\u4e2d\u6709\u4ece\u4e8b\u6b64\u7c7b\u884c\u4e1a\u8005\uff0c\u8bf7\u63d0\u524d\u5b66\u4e60\u76f8\u5173\u7ecf\u9a8c\uff0c\u63d0\u524d\u505a\u597d\u8fc1\u79fb\u5b66\u4e60)\u3002<br /><br />\u5728\u4e0d\u4e45\u7684\u5c06\u6765\uff0c\u6211\u4eec\u56e2\u961f\u5c06\u626e\u6f14\u6551\u706b\u961f\u7684\u89d2\u8272\uff0c\u4f46\u662f\u65e5\u5e38\u751f\u6d3b\u4e2d\uff0c\u6211\u4eec\u91c7\u53d6\u201c\u5bd3\u5175\u4e8e\u519c\u201d\u7684\u7b56\u7565\uff0c\u8bf7\u56e2\u961f\u6210\u5458\u81ea\u7ed9\u81ea\u8db3\uff0c\u5f53\u6709\u4e2d\u5c0f\u578b\u4f01\u4e1a(\u5927\u578b\u4f01\u4e1a\u5e94\u8be5\u6709\u5e38\u5907\u5fa1\u6797\u519b\uff0c\u4e0d\u9700\u8981\u6211\u4eec)\uff0c\u56e0 LLM \u5e7b\u89c9\u5076\u53d1\u52a0\u91cd\uff0cLLM \u670d\u52a1\u5546\u9ad8\u53ef\u7528\u4e8b\u6545\u7b49\u5f15\u53d1\u7684\u6025\u6027\u4ee3\u7801\u8c03\u8bd5\u548c\u8fd0\u7ef4\u9700\u6c42\u65f6\u3002\u6211\u4eec\u5c06\u6536\u5230\u96c7\u4e3b\u7684\u9080\u7ea6\uff0c\u8d1f\u8d23\u5b9e\u5730\u9a7b\u573a\u5f00\u53d1\uff0c\u8fd0\u7ef4\uff0c\u4e0a\u7ebf\u7b49\u4efb\u52a1\u3002<br /><br />\u5f53\u4efb\u52a1\u5b8c\u6210\u540e\uff0c\u6211\u4eec\u5c06\u5f97\u5230\u4e00\u7b14\u8d4f\u91d1\uff0c\u6211\u4eec\u5c06\u9075\u5faa\u591a\u52b3\u591a\u5f97\u5c11\u52b3\u5c11\u5f97\uff0c\u778e\u52b3\u5012\u6263\u7684\u539f\u5219\u8fdb\u884c\u5206\u914d\uff0c\u8d4f\u91d1\u5206\u914d\u65b9\u6848\u7ec6\u5219\u548c\u89e3\u91ca\u6743\u5f52\u672c\u56e2\u957f\u6240\u6709\u3002<br /><br />\u6b22\u8fce\u5927\u5bb6\u52a0\u5165\u6211\u7684\u8d4f\u91d1\u730e\u4eba\u56e2\u961f\u3002", 
      "date_published": "2026-03-12T02:01:54+00:00", 
      "title": "\u9884\u62db\u8058\uff1a AI \u65f6\u4ee3\u7684\u201c\u8d4f\u91d1\u730e\u4eba\u56e2\u201d\u62db\u8d24\u4ee4", 
      "id": "https://www.v2ex.com/t/1197626"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/itfenglin", 
        "name": "itfenglin", 
        "avatar": "https://cdn.v2ex.com/gravatar/6ea56c041883fc0a3397b9d69369e11c?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1197391", 
      "date_modified": "2026-03-11T06:00:26+00:00", 
      "content_html": "<p>\ud83d\udcf1 \u524d\u534e\u4e3a\u9879\u76ee\u5408\u4f5c\u65b9\u8d44\u6df1\u5f00\u53d1 \u5bfb\u6c42\u5c0f\u9879\u76ee\u6280\u672f\u5408\u4f5c\n\uff08\u524d\u671f 0 \u6210\u672c\u5f00\u53d1 \u00b7 \u5feb\u901f\u4e0a\u7ebf \u00b7 \u6210\u679c\u5171\u4eab\uff09</p>\n<p>\ud83d\udc68\u200d\ud83d\udcbb \u5173\u4e8e\u6211\n\u524d\u534e\u4e3a\u9879\u76ee\u5408\u4f5c\u65b9\u6280\u672f\u4eba\u5458\uff08 10+\u5e74\u5f00\u53d1\u7ecf\u9a8c\uff09\n\u6280\u672f\u624e\u5b9e\uff0c\u4ea4\u4ed8\u7a33\u5b9a\uff0c\u65f6\u95f4\u5145\u88d5</p>\n<p>\ud83e\udd1d \u5408\u4f5c\u6a21\u5f0f</p>\n<p>\u4f60\u63d0\u4f9b\u60f3\u6cd5\uff0c\u6211\u8d1f\u8d23\u529f\u80fd\u5b9e\u73b0\n\u524d\u671f 0 \u6210\u672c\u5f00\u53d1\uff08\u4ec5\u9488\u5bf9\u5c0f\u9879\u76ee\uff09\n\u9879\u76ee\u4e0a\u7ebf\u540e\uff0c\u534f\u5546\u5408\u4f5c\u5206\u6210\u6bd4\u4f8b\uff08\u98ce\u9669\u5171\u62c5\uff0c\u5229\u76ca\u5171\u4eab\uff09\n\ud83c\udfaf \u9002\u5408\u9879\u76ee</p>\n<p>\u5f00\u53d1\u5468\u671f\uff1a3\u20137 \u4e2a\u5de5\u4f5c\u65e5\uff08\u6ce8\uff1a\u6211\u6280\u672f\u633a\u597d\u7684\uff0c\u540c\u65f6\u501f\u52a9 AI \u8f85\u52a9\u5de5\u5177\uff0c\u53ef\u5927\u5e45\u63d0\u5347\u6548\u7387\uff0c\u591a\u6570\u5c0f\u9879\u76ee\u53ef\u5728 7 \u5929\u5185\u5b8c\u6210\uff09\n\u9879\u76ee\u7c7b\u578b\uff1a\u5c0f\u7a0b\u5e8f\u3001Web \u5e94\u7528\u3001\u5de5\u5177\u7c7b\u8f6f\u4ef6\u3001\u539f\u578b\u9a8c\u8bc1\u3001\u6570\u636e\u91c7\u96c6\u3001\u5ba2\u6237\u7aef\u5e94\u7528\u7b49\n\u8981\u6c42\uff1a\u9700\u6c42\u660e\u786e\uff0c\u89c4\u6a21\u8f7b\u91cf\uff0c\u9002\u5408\u5feb\u901f\u843d\u5730\uff0c\u9884\u671f\u4e00\u5e74\u5185\u53ef\u4ea7\u751f\u4e00\u5b9a\u6536\u76ca(3000-7000 \u5143\u5373\u53ef)\n\ud83d\udee0\ufe0f \u6280\u672f\u6808\n\u540e\u7aef PHP/node.js \uff0c\u524d\u7aef vue.js \u4e3a\u4e3b\uff1b\u540c\u65f6 electron/playwright/puppeteer \u3001JS \u5206\u6790\u3001\u81ea\u52a8\u5316\u3001\u4e91\u5e73\u53f0/AI \u63a5\u5165\u90fd\u6bd4\u8f83\u5728\u884c\u3002\uff08\u540c\u65f6\u60f3\u5728\u676d\u5dde/\u897f\u5b89\u627e\u4efd\u5de5\u4f5c\uff09</p>\n<p>\ud83d\udcdd \u5408\u4f5c\u610f\u5411</p>\n<p>\u6b22\u8fce\u6709\u60f3\u6cd5\u7684\u670b\u53cb\u8bc4\u8bba\u533a\u4ea4\u6d41</p>\n", 
      "date_published": "2026-03-11T04:50:40+00:00", 
      "title": "\u524d\u534e\u4e3a\u5916\u5305\u5927\u9f84\u5931\u4e1a\u7a0b\u5e8f\u5458 \u5bfb\u8f6f\u4ef6\u9879\u76ee\u5408\u4f5c\u63d0\u4f9b\u65e0\u507f\u5f00\u53d1", 
      "id": "https://www.v2ex.com/t/1197391"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/ballvv", 
        "name": "ballvv", 
        "avatar": "https://cdn.v2ex.com/avatar/bebc/6f96/699991_large.png?m=1775119829"
      }, 
      "url": "https://www.v2ex.com/t/1197150", 
      "title": "\u8f6c\u53d1\u670b\u53cb\u7684\u6587\u7ae0\uff1a\u73a9\u8db3\u7403\u7ade\u5f69\u7684\u5723\u7ecf", 
      "id": "https://www.v2ex.com/t/1197150", 
      "date_published": "2026-03-10T07:20:05+00:00", 
      "content_html": "<p>\u5728\u8fd9\u4e2a\u8d34\u5b50\u4e2d \uff08 <a href=\"https://www.v2ex.com/t/1195295\" rel=\"nofollow\">https://www.v2ex.com/t/1195295</a> \uff09\u6211\u4ecb\u7ecd\u4e86\u6211\u4eec\u516c\u53f8\u7684\u4e00\u4f4d\u6280\u672f\u5927\u5496\u7684\u534e\u4e3d\u8f6c\u8eab\uff0c\u4ece\u5168\u6808\u6280\u672f\u8f6c\u5411\u5230\u4e86\u611f\u5174\u8da3\u7684\u4e1a\u52a1\u4e0a\uff0c\u76ee\u524d\u57fa\u672c\u8d70\u4e0a\u6b63\u8f68\uff0c\u524d\u51e0\u65e5\u4ed6\u53d1\u4e86\u4e00\u7bc7\u6587\u7ae0\uff0c\u5199\u4e86\u5fc3\u5f97\uff0c\u611f\u89e6\u826f\u591a\uff0c\u6240\u4ee5\uff0c\u5c31\u8f6c\u53d1\u8fc7\u6765\u4e86\u3002</p>\n<p>[\u4ee5\u4e0b\u662f\u6280\u672f\u5927\u5496\u670b\u53cb\u7684\u6587\u7ae0\u5185\u5bb9] </p>\n<p>\u4eca\u5929\u4e0e\u5927\u5bb6\u4e00\u8d77\u4ea4\u6d41\u70ed\u95e8\u8bdd\u9898\uff1a\u73a9\u8db3\u7403\u7ade\u5f69\u7684\u5723\u7ecf\u3002\u5c31\u7c7b\u4f3c\u4e8e\u5fb7\u5dde\u6251\u514b\u7684 GTO \u3001\u56f4\u68cb\u7684\u963f\u5c14\u6cd5\u72d7\u3002</p>\n<p>\u9996\u5148\uff0c\u73a9\u7403\u7684\u670b\u53cb\u4e00\u5b9a\u4f1a\u9047\u5230\u4e0b\u9762\u4e09\u4e2a\u6d41\u6d3e\u7684\u8d5b\u4e8b\u5206\u6790\uff1a</p>\n<p>\u7b2c\u4e00\u7c7b\u662f\uff1a\u5404\u8def\u5927\u795e\u5927\u5e08\u4eec\u7684\u94fa\u5929\u76d6\u5730\u7684\u7384\u5b66+\u611f\u89c9+\u9634\u8c0b\uff0c\u5982\u5356\u6599\u300110 \u8fde\u7ea2 20 \u8fde\u7ea2\u3001\u5145\u7535\u7b49\u7b49\uff1b\n\u8fd9\u4e00\u7c7b\u6700\u4e3a\u5e38\u89c1\uff0c\u5728\u4efb\u610f\u4e00\u4e2a\u5e73\u53f0\u90fd\u662f\u201c\u94fa\u5929\u76d6\u5730\u201d\u7684\u5b58\u5728\uff1b\u8fd9\u4e00\u7c7b\u6709\u5982\u4e0b\u51e0\u4e2a\u7279\u5f81\uff1a\n1 \u3001\u6717\u8bf5\u5355\u4e00\u7684\u516c\u5f00\u4fe1\u606f\uff1b\n2 \u3001\u6beb\u65e0\u903b\u8f91\uff0c\u7eaf\u60c5\u7eea\u8868\u8fbe\uff1b\n3 \u3001\u5e38\u4ee5\u201c\u9634\u8c0b\u3001\u64cd\u63a7\u201d\u6982\u8ff0\uff0c\u5047\u88c5\u795e\u79d8\u3001\u9ad8\u6df1\uff1b\n4 \u3001\u201c\u60c5\u7eea\u548c\u611f\u89c9\u201d\u662f\u5176\u5185\u5bb9\u7684\u6838\u5fc3\u652f\u67f1\uff1b\n5 \u3001\u4ed6\u4eec\u6562\u4e8e\u6536\u8d39\uff0c\u4e00\u5b57\u5343\u91d1\uff1b</p>\n<p>\u7b2c\u4e8c\u7c7b\u662f\uff1a\u8d44\u6df1\u73a9\u5bb6\u7684\u7ecf\u9a8c\u79ef\u7d2f\uff0c\u8fd9\u4e00\u7c7b\u5c5e\u4e8e\u795e\u9f99\u89c1\u9996\u4e0d\u89c1\u5c3e\uff0c\u5728\u5404\u4e2a\u5e73\u53f0\u80fd\u770b\u5230\u4ed6\u4eec\u7684\u8eab\u5f71\uff0c\u9ad8\u8c08\u9614\u8bba\uff0c\u4f46\uff0c\u5f88\u5c11\u770b\u5230\u4ed6\u4eec\u5177\u4f53\u505a\u4e86\u4ec0\u4e48\uff1b\n\u8fd9\u4e00\u7c7b\u4e5f\u6709\u4e00\u4e9b\u7279\u5f81\uff1a\n1 \u3001\u5de8\u5927\u8fdb\u6b65\uff1a\u80fd\u7528\u7b14\u3001\u7528\u8111\u3001\u7528\u5de5\u5177\uff1b\n2 \u3001\u6709\u5206\u6790\u80fd\u529b\uff1a\u57fa\u4e8e\u6570\u636e\u548c\u7ecf\u9a8c\uff0c\u8bb2\u7a76\u903b\u8f91\u81ea\u8bc1\u6765\u5206\u6790\u6bd4\u8d5b\uff1b\n3 \u3001\u6709\u957f\u671f\u79ef\u7d2f\uff1a\u6570\u636e\u79ef\u7d2f\u3001\u7ecf\u9a8c\u79ef\u7d2f\u3001\u5206\u6790\u65b9\u6cd5\u79ef\u7d2f\uff1b\n4 \u3001\u5d07\u5c1a\u4e2a\u4eba\u7ecf\u9a8c\uff0c\u4ee5\u4eba\u4e3a\u672c\uff0c\u4e3b\u8981\u662f\u4ee5\u81ea\u5df1\u4e3a\u672c\uff0c\u4e0d\u592a\u613f\u610f\u63a5\u53d7\u4ed6\u4eba\u7684\u89c2\u70b9\u548c\u77e5\u8bc6\uff1b</p>\n<p>\u7b2c\u4e09\u7c7b\u5c31\u662f\u591a\u7ef4\u68f1\u955c\u5206\u6790\u7cfb\u7edf\uff0c\u6709\u72ec\u7acb\u3001\u5b8c\u5584\u7684\u5206\u6790\u7cfb\u7edf\uff0c\u8fd9\u4e00\u7c7b\u5c5e\u4e8e\u964d\u7ef4\u6253\u51fb\u4e86\uff0c\u5e02\u9762\u4e0a\u6709\u51e0\u5bb6\uff0c\u662f\u771f\u6b63\u7684\u4ee5\u6570\u636e\u8bf4\u8bdd\u3001\u4ee5\u4e13\u4e1a\u7cfb\u7edf\u670d\u52a1\u7528\u6237\uff1b\n\u8fd9\u4e00\u7c7b\u7684\u7279\u5f81\u662f\uff1a\n1 \u3001\u591a\u6e20\u9053\u6570\u636e\u3001\u591a\u7ef4\u5ea6\u5206\u6790\uff0c\u5b8c\u5584\u7684\u7cfb\u7edf\uff0c\u914d\u5907\u4ea4\u6613\u7b56\u7565\uff1b\n2 \u3001\u5206\u6790\u5168\u8fc7\u7a0b\u662f\u4ee5\u6570\u636e\u8bf4\u8bdd\uff0c\u6ca1\u6709\u4eba\u6027\uff1b\n3 \u3001\u53ea\u4f9d\u9760\u6a21\u578b\u3001\u89c4\u5219\u3001\u7b56\u7565\uff0c\u6ca1\u6709\u4eba\u5fc3\u3001\u6ca1\u6709\u611f\u89c9\u3001\u6ca1\u6709\u60c5\u7eea\uff1b\n4 \u3001\u8f93\u51fa\u201c\u7eaf\u6570\u636e\u201d\u5f62\u5f0f\u7684\u4e09\u4e2a\u7ef4\u5ea6\u4ee5\u4e0a\u7684\u4fe1\u606f\uff0c\u8f93\u51fa\u201c\u6452\u5f03\u4eba\u6027\u201d\u7684\u4ea4\u6613\u7b56\u7565\uff1b\n5 \u3001\u6709\u4e13\u4e1a\u56e2\u961f\uff0c\u957f\u671f\u8fed\u4ee3\u5347\u7ea7\uff0c\u8ba2\u9605\u8d39\u7528\u4f4e\uff0c\u6027\u4ef7\u6bd4\u9ad8\uff1b</p>\n<p>\u5b50\u66f0\uff1a\u5de5\u6b32\u5584\u5176\u4e8b\uff0c\u5fc5\u5148\u5229\u5176\u5668\u3002\u73a9\u7403\u7684\u670b\u53cb\uff0c\u8981\u4e48\u627e\u4e2a\u8d44\u6df1\u73a9\u5bb6\u505a\u8001\u5e08\uff0c\u5728\u8001\u5e08\u7684\u5e26\u9886\u4e4b\u4e0b\uff0c\u76f8\u4e92\u5207\u78cb\u5171\u540c\u6210\u957f\uff1b\u8981\u4e48\uff0c\u5c31\u5fc5\u987b\u201c\u5fc5\u5148\u5229\u5176\u5668\u201d\uff0c\u627e\u4e2a\u4e13\u4e1a\u7684\u8d5b\u4e8b\u5206\u6790\u7cfb\u7edf\u4f5c\u4e3a\u81ea\u5df1\u7684\u8f85\u52a9\u5de5\u5177\u3002\u6211\u8fd9\u91cc\u5411\u5927\u5bb6\u63a8\u8350\u201c\u591a\u7ef4\u68f1\u955c\u201d\u4e13\u4e1a\u8d5b\u4e8b\u5206\u6790\u5e73\u53f0\uff08 <a href=\"http://www.ballvv.com\" rel=\"nofollow\">www.ballvv.com</a> \uff09\u3002</p>\n<p>\u5176\u6b21\uff0c\u73a9\u7403\u7684\u670b\u53cb\u4e00\u5b9a\u90fd\u6e34\u671b\u5728\u5145\u5206\u5168\u9762\u7684\u4fe1\u606f\u4e0b\u5206\u6790\u6bd4\u8d5b</p>\n<p>\u4e8b\u5b9e\u4e0a\uff0c\u8fd9\u5f88\u96be\uff0c\u7ade\u5f69\u672c\u8eab\u5c31\u662f\u4e00\u4e2a\u201c\u4fe1\u606f\u4e0d\u5b8c\u6574\u201d\u7684\u6982\u7387\u6e38\u620f\uff0c\u6211\u4eec\u80fd\u505a\u3001\u4e14\u5fc5\u987b\u8981\u505a\u7684\u5de5\u4f5c\u662f\uff1a\n1 \u3001\u5c3d\u53ef\u80fd\u91c7\u96c6\u5230\u8be6\u5c3d\u7684\u3001\u66f4\u591a\u7684\u8d5b\u4e8b\u4fe1\u606f\uff1b\n2 \u3001\u628a\u6240\u91c7\u96c6\u5230\u7684\u4fe1\u606f\u6570\u636e\u5316\u3001\u91cf\u5316\uff0c\u7edd\u4e0d\u201c\u795e\u68cd\u5316\u201d\uff1b</p>\n<p>\u901a\u5e38\uff0c\u6211\u4eec\u9664\u4e86\u5b98\u7f51\u7684\u516c\u5f00\u4fe1\u606f\u548c\u8d54\u7387\u8fd9\u552f\u4e00\u53c2\u7167\u7269\u4e4b\u5916\uff0c\u6211\u4eec\u5c31\u6ca1\u6709\u5176\u4ed6\u66f4\u591a\u7684\u4fe1\u606f\u4e86\u3002\n\u4f46\u662f\uff0c\u6211\u4eec\u53ef\u4ee5\u62d3\u5c55\u6570\u636e\u6e90\uff0c\u4ee5\u53ca\u6df1\u6316\u5386\u53f2\u4fe1\u606f\uff0c\u5c31\u80fd\u5f62\u6210\u66f4\u591a\u7ef4\u5ea6\u7684\u4fe1\u606f\u3002</p>\n<p>\u4ee5\u591a\u7ef4\u68f1\u955c\u4e3a\u4f8b\uff0c\u5b83\u4eec\u91c7\u96c6\u4e86\u5b98\u65b9\u4fe1\u606f\u3001\u4e5f\u91c7\u96c6\u4e86\u4e92\u8054\u7f51\u67d0\u4e9b\u5927\u5e73\u53f0\u7684\u4fe1\u606f\u3001\u8fd8\u5bf9\u63a5\u4e86\u7b2c\u4e09\u65b9\u4ed8\u8d39\u4fe1\u606f\uff0c\u5f62\u6210\u4e00\u4e2a\u5e9e\u5927\u7684\u201c\u516c\u5f00\u4fe1\u606f\u5e93\u201d\uff1b\n\u5bf9\u516c\u5f00\u4fe1\u606f\u5236\u5b9a\u7b80\u5355\u89c4\u5219\u3001\u914d\u7f6e\u7b80\u5355\u7b56\u7565\uff0c\u628a\u6240\u6709\u516c\u5f00\u4fe1\u606f\u91cf\u5316\u6210\u201c\u6743\u91cd\u503c\u201d\uff0c\u518d\u4f7f\u7528\u4e3b\u6d41\u7684\u3001\u516c\u5f00\u7684\u3001\u79d1\u5b66\u7684\u7b97\u6cd5\u8ba1\u7b97\u201c\u5e73\u53f0\u80dc\u5e73\u8d1f\u6982\u7387\u201d\uff0c\u7ecf\u8fc7\u8d85 8 \u4e07\u573a\u6bd4\u8d5b\u7684\u5bf9\u6bd4\u548c\u6821\u9a8c\uff0c\u8fd9\u4e2a\u201c\u5e73\u53f0\u80dc\u5e73\u8d1f\u6982\u7387\u201d\u4ee5\u53ca\u65e0\u9650\u63a5\u8fd1\u201c\u6743\u5a01\u673a\u6784\u7684\u521d\u59cb\u8d54\u7387\u6982\u7387\u201d\u3002\n\u7136\u540e\uff0c\u591a\u7ef4\u68f1\u955c\u518d\u6267\u884c\u201c\u4ee5\u53f2\u4e3a\u9274\u201d\u7684\u7b56\u7565\uff0c\u5bf9\u6240\u6709\u8d54\u7387\u6982\u7387\u8fdb\u884c\u8d85 8 \u4e07\u573a\u5386\u53f2\u8d5b\u4e8b\u7684\u7edf\u8ba1\u5206\u6790\uff0c\u5f62\u6210\u5386\u53f2\u76f8\u7b49\u76f8\u4f3c\u548c\u52a0\u6743\u7efc\u5408\u5206\u6790\uff0c\u6700\u7ec8\uff0c\u6211\u4eec\u53ef\u4ee5\u770b\u5230\uff0c\u591a\u7ef4\u68f1\u955c\u5411\u6211\u4eec\u63d0\u4f9b\u4e86\u56db\u4e2a\u7ef4\u5ea6\u53c2\u7167\u7269\u201c\u5e73\u53f0\u80dc\u5e73\u8d1f\u6982\u7387\u3001\u5b98\u7f51\u6240\u6709\u8d54\u7387\u6982\u7387\u3001\u5386\u53f2\u76f8\u7b49\u76f8\u4f3c\u3001\u52a0\u6743\u7efc\u5408\u5206\u6790\u201d\uff0c\u4ee5\u53ca\u8f85\u52a9\u7684\u91cd\u8981\u53c2\u8003\u4fe1\u606f\uff08\u56db\u7c7b\u51c6\u786e\u7387\u7edf\u8ba1\u3001\u98ce\u9669\u7cfb\u6570\u3001\u53ca\u5386\u53f2\u660e\u7ec6\uff09\uff0c\u53e6\u5916\u8fd8\u6709\u6570\u636e\u4f7f\u7528\u7684\u91cd\u8981\u5efa\u8bae\u3002</p>\n<p>\u7efc\u4e0a\u6240\u8ff0\uff0c\u591a\u7ef4\u68f1\u955c\u5e2e\u52a9\u6211\u4eec\u89e3\u51b3\u4e86\u201c\u516c\u5f00\u4fe1\u606f\u6570\u636e\u6e90\u201d\u7684\u95ee\u9898\uff0c\u89e3\u51b3\u4e86\u201c\u4ee5\u6570\u636e\u8bf4\u8bdd\u201d\u7684\u4fe1\u606f\u91cf\u5316\u7684\u95ee\u9898\uff0c\u89e3\u51b3\u4e86\u201c\u5355\u4e00\u7ef4\u5ea6\u63d0\u5347\u5230\u56db\u4e2a\u7ef4\u5ea6\u201d\u7684\u95ee\u9898\uff0c\u8fd8\u7ed9\u51fa\u4e86\u8f85\u52a9\u4fe1\u606f\u548c\u6570\u636e\u4f7f\u7528\u5efa\u8bae\uff0c\u8fd9\u8bf4\u660e\u591a\u7ef4\u68f1\u955c\u5c31\u662f\u4e00\u4e2a\u5f88\u597d\u7684\u201c\u5229\u5668\u201d\u3002</p>\n<p>\u518d\u6b21\uff0c\u5f53\u6211\u4eec\u62e5\u6709\u4e86\u8be6\u7ec6\u8d5b\u4e8b\u4fe1\u606f\u4e4b\u540e\uff0c\u5c31\u662f\u5236\u5b9a\u4ea4\u6613\u7b56\u7565</p>\n<p>\u8fd9\u91cc\u6211\u4eec\u5fc5\u987b\u5efa\u7acb\u4e00\u4e2a\u8ba4\u77e5\uff1a\u5355\u573a\u6bd4\u8d5b\u7684\u80dc\u5e73\u8d1f\u662f\u7ade\u5f69\u89c4\u5219\u7684\u6839\u57fa\uff0c\u6216\u662f\u6700\u5c0f\u5355\u4f4d\uff1b\u540e\u9762\u884d\u751f\u7684\u534a\u573a\u3001\u8ba9\u7403\u3001\u8fdb\u7403\u6570\u7b49\u7b49\uff0c\u90fd\u5c5e\u4e8e\u662f\u201c\u73a9\u51fa\u65b0\u82b1\u6837\u201d\u3002</p>\n<p>\u5728\u7ade\u5f69\u6e38\u620f\u4e2d\uff0c\u6240\u6709\u7684\u6295\u6ce8\u90fd\u79bb\u4e0d\u5f00\u201c\u5355\u573a\u80dc\u5e73\u8d1f\u201d\uff0c\u201c\u5355\u573a\u80dc\u5e73\u8d1f\u201d\u51e0\u4e4e\u5c31\u662f\u4e00\u5207\u7684\u8d77\u70b9\uff0c\u6240\u4ee5\uff0c\u505a\u597d\u201c\u5355\u573a\u80dc\u5e73\u8d1f\u201d\u5f80\u5f80\u624d\u80fd\u4f53\u73b0\u662f\u4e0d\u662f\u6709\u201c\u771f\u672c\u4e8b\u201d\u3002</p>\n<p>\u591a\u7ef4\u68f1\u955c\u5e73\u53f0\u4e5f\u6709\u201c\u5355\u573a\u80dc\u5e73\u8d1f\u201d\u7684\u529f\u80fd\u6a21\u5757\uff0c\u540d\u79f0\u662f\u201c\u5355\u573a\u8ba1\u5212\u5355\u201d\uff0c\u539f\u7406\u5e76\u4e0d\u590d\u6742\uff1a\n1 \u3001\u501f\u52a9\u4e8e\u591a\u7ef4\u68f1\u955c\u7684\u56db\u4e2a\u7ef4\u5ea6\u7684\u5927\u7c7b\u6570\u636e\uff0c\u5206\u522b\u7edf\u8ba1\u201c\u9ad8\u51c6\u786e\u7387\u201d\u533a\u95f4\uff1b\n2 \u3001\u5206\u7c7b\u533a\u95f4\u7684\u4ea4\u53c9\u4e0e\u91cd\u53e0\uff0c\u4ea4\u53c9\u91cd\u53e0\u5219\u610f\u5473\u7740\u201c\u66f4\u9ad8\u51c6\u786e\u7387\u201d\uff0c\u4ee5\u53ca\u201c\u8f83\u7a33\u5b9a\u201d\u5c5e\u6027\uff1b\n3 \u3001\u5206\u7c7b\u8bbe\u7f6e\u6743\u91cd\u3001\u533a\u95f4\u8bbe\u7f6e\u7ea7\u522b\uff0c\u8fdb\u4e00\u6b65\u7b5b\u9009\u201c\u9ad8\u51c6\u786e\u7387\u201d\u8d5b\u4e8b\uff1b\n4 \u3001\u8f85\u4ee5\u201c\u591a\u79cd\u6761\u4ef6\u201d\uff0c\u8fdb\u4e00\u6b65\u6536\u655b\u8303\u56f4\uff0c\u5f62\u6210\u201c\u9ad8\u6982\u7387\u6253\u51fa\u201d\u8d5b\u4e8b\u5217\u8868\uff1b\n5 \u3001\u5728\u201c\u9ad8\u6982\u7387\u6253\u51fa\u201d\u8d5b\u4e8b\u5217\u8868\u4e2d\u6267\u884c\u201c\u8d54\u7387\u6027\u4ef7\u6bd4\u201d\u7b56\u7565\uff0c\u8fdb\u4e00\u6b65\u9074\u9009\u201c\u6211\u7684\u91cd\u70b9\u6bd4\u8d5b\u201d\u7528\u4e8e\u6295\u8d44\uff1b</p>\n<p>\u6574\u4e2a\u8fc7\u7a0b\u5e76\u4e0d\u590d\u6742\uff0c\u5173\u952e\u70b9\u53ea\u6709\u4e09\u4e2a\uff1a\n1 \u3001\u5168\u9762\u7684\u6570\u636e\uff0c\u6709\u6570\u636e\u624d\u80fd\u7edf\u8ba1\u5206\u6790\uff0c\u5982\u56db\u4e2a\u7ef4\u5ea6\u7684\u8d5b\u4e8b\u4fe1\u606f\uff0c\u8fd9\u662f\u5173\u952e\u70b9\u4e4b\u4e00\uff1b\n2 \u3001\u51c6\u786e\u7387\u533a\u95f4\u4e34\u754c\u70b9\uff0c\u4e34\u754c\u503c\u7684\u90a3\u4e2a\u767e\u5206\u6bd4\u5c24\u5176\u91cd\u8981\uff0c\u8fd9\u662f\u9608\u503c\uff0c\u4e5f\u662f\u7edf\u8ba1\u503c\uff0c\u8fd9\u662f\u5173\u952e\u70b9\u4e4b\u4e8c\uff1b\n3 \u3001\u201c\u8d54\u7387\u6027\u4ef7\u6bd4\u201d\u662f\u5173\u952e\u70b9\u4e4b\u4e09\uff0c\u61c2\u5f97\u8d54\u7387\u7684\u6295\u8d44\u56de\u62a5\uff0c\u624d\u6562\u4e8e\u4e0b\u6ce8\uff0c\u5176\u5b9e\u8fd9\u662f\u6982\u7387\u5e38\u8bc6\uff1b</p>\n<p>\u5f53\u7136\u4e86\uff0c\u8fd9\u91cc\u5fc5\u987b\u7740\u91cd\u91cd\u7533\u4e00\u4e2a\u6838\u5fc3\u89c2\u70b9\uff1a\u6211\u4eec\u5e94\u8be5\u201c\u505a\u9ad8\u6982\u7387\u53d1\u751f\u7684\u4e8b\u201d\uff0c\u6545\uff0c\u4efb\u4f55\u4ea4\u6613\u7b56\u7565\u90fd\u4e0d\u53ef\u80fd\u505a\u5230 100%\u3001\u7edd\u5bf9\u547d\u4e2d\uff0c\u53ea\u80fd\u505a\u5230\u201c\u9ad8\u6982\u7387\u547d\u4e2d\u201d\uff0c\u5373\uff1a\u547d\u4e2d\u6b21\u6570\u5927\u4e8e\u5931\u8d25\u6b21\u6570\uff0c\u6216\u8d5a\u5927\u4e8e\u4e8f\u3002\n\u53e6\u5916\uff0c\u4e5f\u8981\u7279\u522b\u6ce8\u610f\uff1a\u4efb\u4f55\u4ea4\u6613\u7b56\u7565\u6700\u5927\u7684\u654c\u4eba\u4e0d\u662f\u201c\u672a\u547d\u4e2d\u201d\uff0c\u800c\u662f\u201c\u4eba\u4e3a\u60c5\u7eea\u201d\uff0c\u6545\uff0c\u201c\u9075\u5b88\u7eaa\u5f8b\u3001\u575a\u5b9a\u6267\u884c\u201d\u662f\u6700\u91cd\u8981\u7684\u94c1\u5f8b\uff1b\u5f53\u6709\u60c5\u7eea\u6ce2\u52a8\u65f6\uff0c\u53ef\u67e5\u770b\u5386\u53f2\u56de\u6d4b\u6570\u636e\u6765\u7a33\u5b9a\u3001\u7f13\u548c\u60c5\u7eea\uff1b\u63a7\u5236\u4e0d\u4f4f\u60c5\u7eea\u7684\u670b\u53cb\uff0c\u4e0d\u5efa\u8bae\u6267\u884c\u4ea4\u6613\u7b56\u7565\u3002\u4e14\uff0c\u4ea4\u6613\u7b56\u7565\u7684\u6536\u76ca\u65f6\u95f4\u6700\u5c0f\u5355\u4f4d\u662f\u201c\u6708\u201d\u3002</p>\n<p>\u6700\u540e\uff0c\u5f53\u6211\u4eec\u5b8c\u5168\u7406\u89e3\u4e0a\u4e86\u4e0a\u8ff0\u5185\u5bb9\u540e\uff0c\u6211\u4eec\u5c06\u9762\u5bf9\u4e3b\u4efb\uff0c\u9762\u5bf9\u4e32\u4e32</p>\n<p>\u4e3b\u4efb\u7684\u7279\u522b\u4e4b\u5904\u5c31\u662f\u201c\u5fc5\u987b\u4e32\u4e32\u201d\uff0c\u90a3\u4e9b\u5c11\u5f97\u53ef\u601c\u7684\u5355\u573a\u57fa\u672c\u53ef\u5ffd\u7565\u4e0d\u8ba1\uff0c\u6240\u4ee5\uff0c\u5982\u4f55\u53bb\u7ec4\u4e32\u4e32\uff0c\u5c31\u6210\u4e3a\u6211\u4eec\u73b0\u5b9e\u4e2d\u73a9\u7403\u6700\u5927\u7684\u96be\u9898\u3002</p>\n<p>\u591a\u7ef4\u68f1\u955c\u7ed9\u51fa\u7684\u65b9\u6848\u662f\uff1a\u9002\u5f53\u63d0\u5347\u3001\u653e\u5bbd\u201c\u5355\u573a\u80dc\u5e73\u8d1f\u201d\u7684\u7b5b\u9009\u6761\u4ef6\uff0c\u628a\u539f\u6709\u7684\u201c\u9ad8\u6982\u7387\u6253\u51fa\u201d\u7684\u6bd4\u8d5b\u8fdb\u4e00\u6b65\u5206\u4e3a\u56db\u4e2a\u7b49\u7ea7\uff0c\u4e00\u7ea7\u53ef\u5355\u9009\uff0c\u4e8c\u7ea7\u4e09\u7ea7\u53ef\u53cc\u9009\uff0c\u56db\u7ea7\u53ef\u53c2\u8003\uff0c\u5f62\u6210\u4e00\u4e2a\u201c\u8f83\u9ad8\u6982\u7387\u6253\u51fa\u201d\u7684\u56db\u7ea7\u8d5b\u4e8b\u5217\u8868\uff0c\u6700\u7ec8\u628a\u201c\u7ec4\u4e32\u201d\u7684\u51b3\u7b56\u6743\u4ea4\u8fd8\u7ed9\u7528\u6237\u81ea\u8eab\u3002</p>\n<p>\u6839\u636e\u591a\u7ef4\u68f1\u955c\u7684\u89e3\u91ca\uff0c\u8fd9\u662f\u4e00\u4e2a\u590d\u6742\u7684\u5de5\u7a0b\uff0c\u77ed\u65f6\u95f4\u5185\u96be\u4ee5\u5b9e\u73b0\u201c\u7cfb\u7edf\u7ec4\u4e32\u201d\uff0c\u5f53\u6682\u65f6\u65e0\u6cd5\u89e3\u51b3\u201c\u6700\u4f18\u8d54\u7387\u7ec4\u5408\u201d\u65f6\uff0c\u90a3\u4e48\uff0c\u5148\u89e3\u51b3\u201c\u9ad8\u51c6\u786e\u7387\u201d\u8d5b\u4e8b\u662f\u5fc5\u8981\u7684\u3001\u59a5\u5584\u7684\u65b9\u6848\u3002\n\u6240\u4ee5\uff0c\u5f53\u6211\u4eec\u501f\u52a9\u4e8e\u591a\u7ef4\u68f1\u955c\u8fd9\u4e2a\u5de5\u5177\u7ec4\u4e32\u65f6\uff0c\u6211\u4eec\u4e2a\u4eba\u5982\u4f55\u53bb\u201c\u914d\u7f6e\u8d54\u7387\u201d\u5c06\u6210\u4e3a\u9996\u8981\u95ee\u9898\u3002</p>\n<p>\u7efc\u4e0a\u6240\u8ff0\uff0c\u6211\u4eec\u505a\u4e2a\u603b\u7ed3\uff0c\u73a9\u8db3\u7403\u7ade\u5f69\u7684\u5723\u7ecf\uff1a\n1 \u3001\u8fdc\u79bb\u795e\u68cd\uff0c\u82e5\u627e\u4e0d\u5230\u8d44\u6df1\u7684\u8001\u5e08\uff0c\u90a3\u5c31\u627e\u4e13\u4e1a\u7684\u7cfb\u7edf\uff1b\n2 \u3001\u201c\u5fc5\u5148\u5229\u5176\u5668\u201d\uff0c\u5c31\u7b97\u6709\u597d\u7684\u8001\u5e08\uff0c\u4e5f\u5e94\u8be5\u501f\u52a9\u4e8e\u4e13\u4e1a\u7684\u5de5\u5177\uff0c\u62d3\u5c55\u6570\u636e\u3001\u62d3\u5c55\u601d\u8def\uff0c\u4ee5\u6570\u636e\u8bf4\u8bdd\uff0c\u5343\u4e07\u4e0d\u53ef\u56fa\u6b65\u81ea\u5c01\uff1b\n3 \u3001\u201c\u5355\u573a\u80dc\u5e73\u8d1f\u201d\u662f\u7ade\u5f69\u6e38\u620f\u89c4\u5219\u7684\u6839\u57fa\uff0c\u5176\u4ed6\u7684\u90fd\u662f\u70b9\u7f00\uff0c\u201c\u5355\u573a\u80dc\u5e73\u8d1f\u201d\u662f\u552f\u4e00\u5f70\u663e\u771f\u672c\u4e8b\u7684\u70b9\uff1b\n4 \u3001\u9762\u5bf9\u4e3b\u4efb\uff0c\u201c\u5229\u5668\u201d\u80fd\u89e3\u51b3\u4e00\u534a\u95ee\u9898\uff0c\u53e6\u4e00\u534a\u95ee\u9898\u8981\u9760\u81ea\u8eab\u3002</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/kimberleyspany", 
        "name": "kimberleyspany", 
        "avatar": "https://cdn.v2ex.com/avatar/f5c7/de8b/787473_large.png?m=1770094681"
      }, 
      "url": "https://www.v2ex.com/t/1197102", 
      "date_modified": "2026-03-10T04:41:48+00:00", 
      "content_html": "<p>\u4f60\u597d\uff0c\u6211\u5728\u7f8e\u56fd\uff0c\u76ee\u524d\u6b63\u5728\u542f\u52a8\u4e00\u4e2a AI \u5ba2\u670d SaaS \u9879\u76ee\uff0c\u4e3b\u8981\u670d\u52a1\u7f8e\u56fd\u672c\u5730\u4f01\u4e1a\u3002\n\u9879\u76ee\u6a21\u5f0f\uff1a\n\u7f8e\u56fd\u516c\u53f8\u8d1f\u8d23\uff1b\u5e02\u573a\u63a8\u5e7f\uff0c\u5ba2\u6237\u9500\u552e\uff0c\u5546\u4e1a\u8fd0\u8425\u3002\n\u4e2d\u56fd\u6280\u672f\u56e2\u961f\u8d1f\u8d23\uff1aAI \u4ea7\u54c1\u5f00\u53d1\uff0c\u7cfb\u7edf\u7ef4\u62a4\uff0c\u6280\u672f\u5347\u7ea7\uff0c\n\u9879\u76ee\u76ee\u6807\uff1a\n\u7b2c\u4e00\u9636\u6bb5\u4ea7\u54c1\u662f AI \u5ba2\u670d\u7cfb\u7edf\uff0c\u4e3b\u8981\u529f\u80fd\u5305\u62ec\uff1aAI \u81ea\u52a8\u5ba2\u670d\u56de\u590d\uff0c\u7f51\u7ad9/WhatsAPP/Messenger \u63a5\u5165\uff0cAI \u9500\u552e\u52a9\u624b\uff0c\u81ea\u52a8\u5185\u5bb9\u751f\u6210\uff0cCRM \u7b80\u5355\u7ba1\u7406\n\u6280\u672f\u65b9\u5411\u53c2\u8003\uff1aOpenAI/Claude API,RAG \u77e5\u8bc6\u5e93\uff0cLangChain/Llamalndex,SaaS \u7cfb\u7edf\u67b6\u6784\n\u56e2\u961f\u89c4\u5212\uff1a\u4e2d\u56fd\u6280\u672f\u56e2\u961f 3 \u4eba\u5de6\u53f3\uff0c\u7f8e\u56fd\u56e2\u961f 3 \u4eba\u3002\n\u5f00\u53d1\u5468\u671f\uff1a4-6 \u4e2a\u6708 MVP \u4ea7\u54c1\u4e0a\u7ebf\u3002\n\u5408\u4f5c\u65b9\u5f0f\uff1a1 \uff0c\u6280\u672f\u5408\u4f19\u4eba\uff0c2 \uff0c\u5916\u5305\u5f00\u53d1\u56e2\u961f\u30023 \uff0c\u957f\u671f\u6280\u672f\u5408\u4f5c\u3002\n\u5982\u679c\u4f60\u6709\u4ee5\u4e0b\u7ecf\u9a8c\u4f1a\u66f4\u5408\u9002\uff1aAI Agent,LLM \u5e94\u7528\u5f00\u53d1\uff0cSaaS \u7cfb\u7edf\uff0cAI \u5ba2\u670d/\u804a\u5929\u673a\u5668\u4eba\n\u8054\u7cfb\u65b9\u5f0f\uff1a\n\u5fae\u4fe1 \uff1akimberleyspa\nEmail:398812792@qq.com\n\u5e0c\u671b\u627e\u5230\u957f\u671f\u5408\u4f5c\u7684\u6280\u672f\u4f19\u4f34\u3002\u8c22\u8c22\uff01\n\u9879\u76ee\u662f\u957f\u671f\u8ba1\u5212\uff0c\u5df2\u6709\u7f8e\u56fd\u516c\u53f8\u4e3b\u4f53\u3002\n\u8865\u5145\uff1a\u9879\u76ee\u5df2\u7ecf\u51c6\u5907\u542f\u52a8\u9636\u6bb5\uff0c\u6709\u5f00\u53d1\u9884\u7b97\uff0c\u6b22\u8fce\u6709 AI Agent/Saas \u7ecf\u9a8c\u7684\u56e2\u961f\u8054\u7cfb\u3002</p>\n", 
      "date_published": "2026-03-10T04:35:48+00:00", 
      "title": "\u7f8e\u56fd\u5e02\u573a AISaaS \u9879\u76ee\uff0c\u5bfb\u627e\u4e2d\u56fd AI \u6280\u672f\u5408\u4f19\u4eba/\u5916\u5305\u56e2\u961f\uff08AI \u5ba2\u670d SaaS \u9879\u76ee\uff09", 
      "id": "https://www.v2ex.com/t/1197102"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/lifade546", 
        "name": "lifade546", 
        "avatar": "https://cdn.v2ex.com/gravatar/62ac0fab1b8afcd0d8f127fd9c5936b5?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1196943", 
      "title": "[\u5bfb\u91cf\u5316\u6280\u672f\u5408\u4f19\u4eba/CTO] \u8d44\u91d1\u4e0e\u5e02\u573a\u5df2\u5230\u4f4d\uff0c\u5bfb\u4e00\u4f4d\u80fd\u5168\u76d8\u63a5\u7ba1\u6280\u672f\u7684\u5168\u6808\u6781\u5ba2 (\u8ba2\u5355\u6d41/MT5)", 
      "id": "https://www.v2ex.com/t/1196943", 
      "date_published": "2026-03-09T10:26:01+00:00", 
      "content_html": "<p>\u6211\u4eec\u662f\u4e00\u652f\u5904\u4e8e\u6781\u901f\u6269\u5f20\u671f\u7684\u8d44\u7ba1/\u81ea\u8425\u4ea4\u6613\u56e2\u961f\u3002</p>\n<p>\u6211\u8d1f\u8d23\u7684\uff08\u8d44\u91d1\u4e0e\u5e02\u573a\uff09\uff1a \u6709\u6210\u719f\u7684\u5ba2\u6237\u4fe1\u6258\u8d44\u91d1\u76d8\u968f\u65f6\u53ef\u4ee5\u653e\u5927\u89c4\u6a21\u3002\u4f60\u4e0d\u9700\u8981\u4e3a\u94b1\u548c\u83b7\u5ba2\u64cd\u5fc3\uff0c\u6211\u6765\u89e3\u51b3\u6240\u6709\u7684\u5546\u4e1a\u53d8\u73b0\u548c\u5e02\u573a\u62d3\u5c55\u3002</p>\n<p>\u4f60\u9700\u8981\u8d1f\u8d23\u7684\uff08 All in Tech \uff09\uff1a \u6211\u9700\u8981\u4e00\u4f4d\u80fd\u628a\u540e\u80cc\u4ea4\u7ed9\u4f60\u7684 CTO/\u9996\u5e2d\u91cf\u5316\u67b6\u6784\u5e08\u3002\u4ece\u4ea4\u6613\u7b56\u7565\u7684\u4ee3\u7801\u5b9e\u73b0\u3001\u5e95\u5c42\u901a\u4fe1\u67b6\u6784\u7684\u642d\u5efa\uff0c\u5230\u7269\u7406\u7ea7\u98ce\u63a7\u7684\u90e8\u7f72\uff0c\u6280\u672f\u4e0a\u7684\u6240\u6709\u95ee\u9898\uff0c\u5fc5\u987b\u7531\u4f60\u5168\u90e8\u515c\u5e95\u89e3\u51b3\u3002</p>\n<p>[\u4f60\u7684\u6838\u5fc3\u6218\u573a\uff08\u6280\u672f\u5168\u5305\u5706\uff09]\n\u6211\u4eec\u9700\u8981\u4f60\u4e00\u4e2a\u4eba\u5c31\u662f\u4e00\u652f\u519b\u961f\uff0c\u5f7b\u5e95\u6253\u901a\u4ee5\u4e0b\u73af\u8282\uff1a</p>\n<p>\u7b56\u7565\u7814\u53d1\u4e0e\u5b9e\u73b0\uff1a \u7ed3\u5408\u5fae\u89c2\u8ba2\u5355\u6d41\uff08 Order Flow \uff09\u548c\u76d8\u53e3\u5931\u8861\u903b\u8f91\uff0c\u4e3b\u653b\u9ec4\u91d1 (XAUUSD)\uff0c\u5c06\u4ea4\u6613\u903b\u8f91\u5b8c\u7f8e\u8f6c\u5316\u4e3a\u9ad8\u9891/\u6b21\u9ad8\u9891\u81ea\u52a8\u5316\u7b56\u7565\u4ee3\u7801\u3002</p>\n<p>\u6570\u636e\u5927\u8111 (Python \u7aef)\uff1a \u63a5\u5165 Rithmic \u6216\u7c7b\u4f3c\u5e95\u5c42 Tick \u6570\u636e\uff0c\u7528\u5f02\u6b65\u6846\u67b6\u5904\u7406\u6d77\u91cf\u5e76\u53d1\u6570\u636e\u3002</p>\n<p>\u6781\u901f\u6865\u63a5 (IPC \u901a\u4fe1)\uff1a \u7528 ZeroMQ \u3001\u5171\u4eab\u5185\u5b58\u7b49\u6280\u672f\uff0c\u5f7b\u5e95\u6253\u901a Python \u8fd0\u7b97\u7aef\u4e0e\u672c\u5730 MT5 \u5ba2\u6237\u7aef\u7684\u5fae\u79d2/\u6beb\u79d2\u7ea7\u5f02\u6784\u901a\u4fe1\u3002</p>\n<p>\u6267\u884c\u8eaf\u5e72 (MT5/MQL5 \u7aef)\uff1a \u719f\u6089 MT5 \u5e95\u5c42\u673a\u5236\uff0c\u624b\u5199\u6781\u901f\u5e76\u53d1\u4e0b\u5355 EA \uff0c\u901a\u8fc7\u201c\u5fae\u8ba2\u5355\u5207\u5206\u201d\u89c4\u907f B-Book \u5e73\u53f0\u7684\u6ed1\u70b9\u60e9\u7f5a\u3002</p>\n<p>[\u5173\u4e8e\u5408\u4f5c\u6a21\u5f0f\uff08\u6781\u5ea6\u5766\u8bda\uff09]\n\u4f60\u53ea\u8981\u6280\u672f\u8fc7\u786c\uff0c\u4e00\u5207\u597d\u8c08\u3002</p>\n<p>[\u53cc\u5411\u786c\u6838\u7b5b\u9009]\n\u8bf7\u52a1\u5fc5\u786e\u8ba4\u4f60\u80fd\u79d2\u61c2\u5e76\u80fd\u89e3\u51b3\u4ee5\u4e0b\u4e24\u4e2a\u5e95\u5c42\u67b6\u6784\u95ee\u9898\uff08\u7b54\u4e0d\u51fa\u8bf7\u52ff\u4e92\u76f8\u6d6a\u8d39\u65f6\u95f4\uff09\uff1a</p>\n<p>\u6781\u9650\u5ef6\u8fdf\uff1a \u975e\u519c\u6570\u636e\u516c\u5e03\u77ac\u95f4\uff0c\u884c\u60c5\u5267\u70c8\u6ce2\u52a8\uff0c\u5f53\u4f60\u7528 Python \u7b97\u51fa\u9ec4\u91d1\u5f00\u4ed3\u4fe1\u53f7\u540e\uff0c\u7528\u4ec0\u4e48\u5177\u4f53\u67b6\u6784\u4fdd\u8bc1\u4fe1\u53f7\u4e0b\u53d1\u5230 MT5 \u7684\u5ef6\u8fdf\u7edd\u5bf9 &lt; 5ms \uff1f</p>\n<p>\u7269\u7406\u65ad\u8def\u5668\uff1a \u5982\u679c Python \u6570\u636e\u7aef\u7a81\u7136\u5185\u5b58\u6ea2\u51fa\u6b7b\u673a\uff0c\u800c MT5 \u624b\u91cc\u8fd8\u6709 1 \u6807\u51c6\u624b\u7684\u655e\u53e3\u3002\u4f60\u5728 MQL5 \u5c42\u4f1a\u600e\u4e48\u5199\u4e00\u4e2a\u7edd\u5bf9\u53ef\u9760\u7684\u201c\u6b7b\u4eba\u5f00\u5173(Dead Man's Switch)\u201d\uff0c\u786e\u4fdd\u7cfb\u7edf\u5728 2 \u79d2\u5185\u5e02\u4ef7\u5168\u5e73\u4fdd\u547d</p>\n<p>\u6211\u7684 VX\uff1ashenghuobi</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/sunfinv", 
        "name": "sunfinv", 
        "avatar": "https://cdn.v2ex.com/gravatar/146e470f8688ae90a374cf3da251e0a5?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1196543", 
      "date_modified": "2026-03-07T14:09:47+00:00", 
      "content_html": "<p>\u6211\u81ea\u5df1\u5199\u4e86\u4e2a\u8d8b\u52bf\u8ddf\u8e2a\u7b56\u7565\uff0c\u56de\u6d4b\u5e74\u5316\u8fd8\u53ef\u4ee5\uff0c\u5c31\u60f3\u80fd\u4e0d\u80fd\u6269\u5c55\u4e0b\u601d\u8def\uff0c\u6240\u4ee5\u6709\u4e86\u8fd9\u4e2a\u5e73\u53f0\u3002</p>\n<p>Meepo Quant\uff1a <a href=\"https://meepoquant.com/\" rel=\"nofollow\">https://meepoquant.com/</a></p>\n<p>\u6570\u636e\u6e90\u83b7\u53d6\u903b\u8f91\u5df2\u5f00\u6e90\uff1a <a href=\"https://github.com/finvfamily/finshare\" rel=\"nofollow\">https://github.com/finvfamily/finshare</a></p>\n<p>\u53ef\u4ee5\u81ea\u52a8\u5207\u6362\u591a\u6570\u636e\u6e90\u800c\u6570\u636e\u683c\u5f0f\u7edf\u4e00\u3002</p>\n<p>\u5df2\u4e0a\u7ebf\u8fd0\u884c\uff0c\u6a21\u5f0f\u662f\u5e73\u53f0\u4ea7\u751f\u4ea4\u6613\u4fe1\u53f7(\u4ea4\u6613\u671f\u95f4)\uff0c\u7528\u6237\u53c2\u8003\u51b3\u5b9a\u662f\u5426\u4ea4\u6613\uff08\u6a21\u62df\u76d8\uff09\u3002</p>\n<p>\u505a\u4e86\u5e73\u53f0\u4f46\u611f\u89c9\u4e00\u4e2a\u4eba\u73a9\u6ca1\u610f\u601d\uff0c\u60f3\u627e\u51e0\u4e2a\u5fd7\u540c\u9053\u5408\u7684\u4eba\u4e00\u8d77\u4ea4\u6d41\u3002</p>\n<p>\u5e0c\u671b\u4f60\uff1a</p>\n<ul>\n<li>\u81ea\u5df1\u4e5f\u505a\u91cf\u5316\uff0c\u6216\u5bf9\u91cf\u5316\u4ea4\u6613\u611f\u5174\u8da3</li>\n<li>\u4f1a\u770b\u7b56\u7565\u3001\u4f1a\u505a\u56de\u6d4b</li>\n<li>\u613f\u610f\u4e00\u8d77\u8ba8\u8bba\u3001\u4e00\u8d77\u4f18\u5316</li>\n</ul>\n<p>\u4e00\u8d77\u505a\u4ec0\u4e48\uff1a</p>\n<ul>\n<li>\u4ea4\u6d41\u91cf\u5316\u7b56\u7565</li>\n<li>\u6d4b\u8bd5\u5e73\u53f0\u529f\u80fd\u3001\u63d0\u5efa\u8bae</li>\n<li>\u4e5f\u8bb8\u5c06\u6765\u53ef\u4ee5\u4e00\u8d77\u505a\u66f4\u591a\u6709\u8da3\u7684\u4e8b</li>\n<li>\u5e73\u53f0\u5185\u529f\u80fd\u514d\u8d39\u4f7f\u7528\uff0c\u79c1\u4fe1\u8981\u6fc0\u6d3b\u7801</li>\n</ul>\n<p>\u8bf4\u660e\uff1a\u5e73\u65f6\u6709\u4e3b\u4e1a\u5de5\u4f5c\uff0c\u56de\u590d\u53ef\u80fd\u4e0d\u53ca\u65f6\uff0c\u770b\u5230\u4e00\u5b9a\u4f1a\u56de\u3002</p>\n<p>\u6709\u5174\u8da3\u7684\u52a0\u5fae\u4fe1\uff1addgotrich</p>\n", 
      "date_published": "2026-03-07T13:35:02+00:00", 
      "title": "\u5bfb\u627e\u91cf\u5316\u4ea4\u6613\u7231\u597d\u8005\uff0c\u4e00\u8d77\u505a\u70b9\u6709\u610f\u601d\u7684\u4e8b", 
      "id": "https://www.v2ex.com/t/1196543"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/andrewzhou", 
        "name": "andrewzhou", 
        "avatar": "https://cdn.v2ex.com/avatar/57e7/710f/42926_large.png?m=1668704021"
      }, 
      "url": "https://www.v2ex.com/t/1194989", 
      "date_modified": "2026-03-01T09:18:57+00:00", 
      "content_html": "\u76ee\u7684\u662f\u8ddf\u4e0a gen AI \u7684\u6f6e\u6d41\uff0c\u65e0\u6240\u8c13 coding<br /><br />\u6211\u7684\u80cc\u666f\uff1a\u505a\u8fc7 AI infra \uff0c\u505a\u8fc7 chatbot", 
      "date_published": "2026-03-01T07:58:00+00:00", 
      "title": "\u6625\u7533\u9644\u8fd1\u6709\u4e00\u8d77\u5b66/\u505a\u70b9 gen AI \u8ddf\u8fdb\u76f8\u5173\u7684\u4e8b\u5417\uff1f", 
      "id": "https://www.v2ex.com/t/1194989"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/treblex", 
        "name": "treblex", 
        "avatar": "https://cdn.v2ex.com/avatar/a197/3cc5/354034_large.png?m=1751458187"
      }, 
      "url": "https://www.v2ex.com/t/1194790", 
      "title": "\u628a \u201c\u5356\u6e90\u7801\u201d \u8fd9\u4ef6\u4e8b\u501f\u52a9 ai \u8c03\u7814\u5305\u88c5\u6210 \u201c\u9879\u76ee\u5168\u6848\u201d \u5356\u9879\u76ee\u53ef\u884c\u5417\uff0c\u6709\u6ca1\u6709\u4e00\u8d77\u5e72\u7684\u7814\u7a76\u4e00\u4e0b", 
      "id": "https://www.v2ex.com/t/1194790", 
      "date_published": "2026-02-28T04:52:46+00:00", 
      "content_html": ""
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/alex84852", 
        "name": "alex84852", 
        "avatar": "https://cdn.v2ex.com/gravatar/67a36e32f5319f7814ca921351daba37?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1194371", 
      "title": "\u5bfb\u627e\u4e00\u4f4d\u4f1a\u4f7f\u7528\u4eba\u5de5\u667a\u80fd\u7684\u8bbe\u8ba1\u5e08 (web / app ui-ux designer)", 
      "id": "https://www.v2ex.com/t/1194371", 
      "date_published": "2026-02-26T15:27:55+00:00", 
      "content_html": "<p>\u6211\u7684\u5ba2\u6237\u90fd\u662f\u897f\u65b9\u5ba2\u6237\uff0c\u4ed6\u4eec\u7684\u7f51\u9875\u9700\u8981\u91cd\u65b0\u8bbe\u8ba1\u3002\u8bf7\u79c1\u4fe1\u6211\uff0c\u8be6\u7ec6\u8bf4\u660e\u4f60\u4f7f\u7528\u7684\u8bbe\u8ba1 AI \u5de5\u5177\u3002\n\u6211\u6709\u5f88\u591a\u9879\u76ee\uff0c\u6211\u4eec\u53ef\u4ee5\u4e00\u6b21\u542f\u52a8\u4e00\u4e2a\u7f51\u7ad9\u3002\nPreferbly if you can speak english.</p>\n<p>YWNoZXVuZ21hc3NAZ21haWwuY29t\nmy email. (decode it by base64)</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/fiona8798", 
        "name": "fiona8798", 
        "avatar": "https://cdn.v2ex.com/avatar/6f2c/9d15/790258_large.png?m=1772022248"
      }, 
      "url": "https://www.v2ex.com/t/1194088", 
      "date_modified": "2026-02-25T23:58:34+00:00", 
      "content_html": "TL;DR (\u592a\u957f\u4e0d\u770b\u7248):<br />\u8fd9\u4e0d\u662f\u4e00\u4e2a\u5957\u58f3\u5927\u6a21\u578b\u7684\u9a97\u94b1\u9879\u76ee\uff0c\u4e5f\u4e0d\u662f\u4e00\u4e2a\u7eaf CRUD \u7684\u8f6f\u4ef6\u5916\u5305\u3002<br />\u6211\u4eec\u6b63\u5728\u6253\u9020\u4e00\u53f0\u5206\u5e03\u5f0f\u3001AI \u9a71\u52a8\u7684\u9ed1\u6c34\u867b\u5e7c\u866b\uff08 BSFL \uff09\u751f\u7269\u8f6c\u5316\u8bbe\u5907\u3002\u76ee\u6807\u662f\u5c06\u8fd9\u53f0\u5305\u542b\u4e86\u8fb9\u7f18\u89c6\u89c9\u9632\u5446\u3001\u5fae\u6c14\u5019\u63a7\u5236\u548c\u6d3b\u4f53\u517b\u6b96\u7684\u201c\u9b54\u6cd5\u9ed1\u76d2\u201d\u94fa\u8bbe\u5230\u5168\u56fd\u7684 B \u7aef\uff08\u98df\u54c1\u751f\u4ea7\u3001\u52a0\u5de5\u3001\u6d88\u8d39\u65f6\u4ea7\u751f\u8d44\u6e90\u6d6a\u8d39\u7684\u73af\u8282\uff09\uff0c\u628a\u6709\u673a\u98df\u54c1\u5e9f\u5f03\u7269\u5c31\u5730\u8f6c\u5316\u4e3a\u9ad8\u4ef7\u503c\u7684\u6606\u866b\u86cb\u767d\u548c\u78b3\u8d44\u4ea7\u3002\u8f93\u5165\u662f\u6beb\u65e0\u4ef7\u503c\u751a\u81f3\u6076\u5fc3\u7684\u98df\u7269\u5783\u573e\uff0c\u7cfb\u7edf\u4ea7\u51fa\u7684\u662f\u771f\u5b9e\u7684\u86cb\u767d\u8d28\u9972\u6599\u6362\u6765\u7684\u91d1\u94b1\u53ca ESG \u8d44\u4ea7\u3002<br /><br />\u76ee\u524d\u5546\u4e1a\u6a21\u5f0f\u5df2\u95ed\u73af\uff0c\u5df2\u83b7\u5f97\u9876\u7ea7\u8d44\u52a9\u4eba\u7684\u5145\u8db3 MVP \u9636\u6bb5\u7814\u53d1\u8d44\u91d1\u3002<br />\u6211\u662f\u5e26\u7740 Z \u4f01\u8d44\u6e90\u3001\u573a\u666f\u548c\u5546\u4e1a Ground Truth \u6765\u7684\uff0c\u73b0\u5728\u7f3a\u4e00\u4e2a\u80fd\u628a Jetson \u3001ESP32 \u3001\u7535\u673a\u548c\u4f20\u611f\u5668\u7f1d\u5408\u5728\u4e00\u8d77\u7684\u7269\u7406\u4e16\u754c\u7834\u58c1\u4eba\u3002<br /><br /><br /><br />\ud83c\udf0d \u80cc\u666f\u4e0e\u6211\u7684\u201c\u4e0d\u516c\u5e73\u4f18\u52bf\u201d (Why Me?)<br />\u6211\u4e0d\u662f\u6280\u672f\u51fa\u8eab\uff0c\u6211\u662f\u505a\u4f20\u7edf 500 \u5f3a\u4f01\u4e1a\u6218\u7565\u4e0e\u6295\u8d44\u4e00\u628a\u624b\u51fa\u8eab\u7684\uff0c\u62e5\u6709 GIS \uff08\u5730\u7406\u4fe1\u606f\u7cfb\u7edf\uff09\u548c\u73af\u5883\u8bbe\u8ba1\u7855\u535a\u80cc\u666f\u3002<br /><br />\u4f60\u53ef\u80fd\u89c9\u5f97\u8fd9\u5c65\u5386\u8ddf\u786c\u79d1\u6280\u4e0d\u6cbe\u8fb9\uff0c\u4f46\u5728\u8fd9\u4e2a\u8d5b\u9053\uff0c\u8fd9\u662f\u964d\u7ef4\u6253\u51fb\u7684\u6b66\u5668\uff1a<br /><br />\u6211\u6709\u5e95\u5c42\u7684\u5546\u4e1a\u4e0e\u6570\u636e Ground Truth\uff1a \u6211\u66fe\u4e3b\u5bfc\u6295\u8d44\u8fc7\u6df1\u5733\u76d0\u7530\u533a\u65e5\u541e\u5410\u91cf 15 \u5428\u7684\u9ed1\u6c34\u867b\u5e7c\u866b\u5de5\u5382\u3002\u6211\u77e5\u9053\u6295\u5165\u4ea7\u51fa\u771f\u5b9e\u5de5\u827a\u53c2\u6570\u3002\u6211\u4eec\u4e0d\u9700\u8981\u5728\u5b9e\u9a8c\u5ba4\u91cc\u778e\u731c\u8f6c\u5316\u7387\u3002<br /><br />\u6211\u641e\u5f97\u5b9a\u201c\u673a\u5668\u5916\u9762\u7684\u4e16\u754c\u201d\uff1a \u73af\u4fdd\u8d5b\u9053\u7684\u672c\u8d28\u662f\u201c\u8ddf\u57ce\u5e02\u62a2\u5783\u573e\uff0c\u8ddf\u5927\u4f01\u4e1a\u62ff\u78b3\u6c47\uff0c\u8ddf\u653f\u5e9c\u62ff\u8865\u8d34\u201d\u3002\u600e\u4e48\u9009\u5740\u5e03\u70b9\u3001\u600e\u4e48\u641e\u5b9a\u9910\u53a8\u7684\u5165\u573a\u6743\u3001\u600e\u4e48\u628a\u51cf\u78b3\u91cf\u505a\u6210\u5927\u4f01\u4e1a\u7684 ESG \u62a5\u544a\uff0c\u8fd9\u90fd\u662f\u6211\u7684\u5f3a\u9879\u3002<br /><br />\u6211\u4eec\u6709\u4e0d\u7126\u8651\u7684\u7814\u53d1\u5f39\u836f\uff1a \u6211\u4eec\u6709\u5145\u8db3\u7684\u8d44\u91d1\u652f\u6301\u3002\u5728\u63a5\u4e0b\u6765\u7684 4 \u4e2a\u6708\u91cc\uff0c\u6211\u4eec\u4e0d\u9700\u8981\u53bb\u7ed9 VC \u753b\u5927\u997c\uff0c\u6211\u4eec\u6709\u8db3\u591f\u7684\u9884\u7b97\u53bb\u4e70\u5de5\u4e1a\u7ea7\u7684\u786c\u4ef6\uff0c\u4e13\u5fc3\u81f4\u5fd7\u5730\u628a MVP \u5728\u771f\u5b9e\u98df\u5802\u91cc\u8dd1\u901a\u3002<br /><br />\u7b80\u5355\u6765\u8bf4\uff1a\u673a\u5668\u5916\u9762\u7684\u810f\u6d3b\u7d2f\u6d3b\u548c\u627e\u94b1\uff0c\u6211\u5168\u5305\u4e86\uff1b\u673a\u5668\u91cc\u9762\u7684\u4ee3\u7801\u548c\u7535\u8def\uff0c\u662f\u4f60\u7684\u9886\u5730\u3002<br /><br /><br /><br />\ud83d\udee0\ufe0f \u6211\u4eec\u8981\u9020\u4ec0\u4e48\uff1f(The Engineering Challenge)<br />\u6211\u4eec\u8981\u5728 4 \u4e2a\u6708\u5185\uff0c\u9020\u51fa\u4e00\u53f0\u80fd\u5728\u771f\u5b9e\u98df\u5802\u8fde\u7eed 30 \u5929\u65e0\u4e13\u4e1a\u4eba\u5458\u5e72\u9884\u3001\u7a33\u5b9a\u8fd0\u884c\u7684 MVP \u539f\u578b\u673a\u3002<br />\u4f60\u9700\u8981\u89e3\u51b3\u4e24\u4e2a\u6781\u5176\u786c\u6838\u7684\u7269\u7406\u4e16\u754c\u96be\u9898\uff1a<br /><br />1. \u89c6\u89c9\u9632\u5446\u4e0e\u5f02\u7269\u62e6\u622a (The AI Bouncer)\uff1a \u98df\u5802\u5927\u5988\u53ef\u80fd\u4f1a\u628a\u5851\u6599\u888b\u6216\u6613\u62c9\u7f50\u6254\u8fdb\u53bb\uff0c\u8fd9\u4f1a\u5f04\u6b7b\u6240\u6709\u866b\u5b50\u3002\u4f60\u9700\u8981\u7528 Jetson Orin \u8dd1\u901a\u672c\u5730\u7684\u8f7b\u91cf\u7ea7\u76ee\u6807\u68c0\u6d4b\u6a21\u578b\uff08\u5982 YOLO \uff09\uff0c\u914d\u5408\u6444\u50cf\u5934\u548c\u673a\u68b0\u63a8\u6746\uff0c\u7cbe\u51c6\u8bc6\u522b\u5e76\u628a\u81f4\u547d\u5f02\u7269\u8e22\u51fa\u53bb\u3002<br /><br />2. \u6076\u52a3\u73af\u5883\u4e0b\u7684\u81ea\u9002\u5e94\u5fae\u6c14\u5019 (The Survival Engine)\uff1a \u9ed1\u6c34\u867b\u4ee3\u8c22\u4f1a\u4ea7\u751f\u9ad8\u6e29\u548c\u9ad8\u6d53\u5ea6\u6c28\u6c14\u3002\u4f60\u9700\u8981\u7528 ESP32 \uff08\u6216\u5176\u4ed6\u4e0b\u4f4d\u673a\uff09\u4e32\u8054\u6e29\u6e7f\u5ea6\u3001\u6c14\u4f53\u4f20\u611f\u5668\u548c\u7ee7\u7535\u5668\uff0c\u5199\u51fa\u6781\u5176\u9c81\u68d2\u7684\u63a7\u5236\u903b\u8f91\uff0c\u52a8\u6001\u63a7\u5236\u98ce\u6247\u548c\u52a0\u70ed\uff0c\u4fdd\u8bc1\u751f\u7269\u7fa4\u843d\u4e0d\u5d29\u6e83\u3002<br /><br />\ud83e\udef5 \u6211\u5728\u5bfb\u627e\u600e\u6837\u7684\u4f60\uff1f(Who Are You?)<br />\u6211\u4e0d\u5728\u4e4e\u4f60\u6709\u6ca1\u6709\u5927\u5382\u7684\u5149\u73af\uff0c\u4e0d\u5728\u4e4e\u4f60\u7684\u7a7f\u8863\u6253\u626e\uff0c\u751a\u81f3\u4e0d\u5728\u4e4e\u4f60\u662f\u4e0d\u662f\u8ba1\u7b97\u673a\u79d1\u73ed\u51fa\u8eab\u3002\u6211\u770b\u91cd\u7684\u662f\u4f60\u89e3\u51b3\u771f\u5b9e\u7269\u7406\u4e16\u754c Bug \u7684\u76f4\u89c9\u3002<br /><br />\u5fc5\u987b\u5177\u5907\u7684\u786c\u6280\u80fd\uff1a<br /><br />\u5168\u6808 IoT \u76f4\u89c9\uff1a \u80fd\u719f\u7ec3\u4f7f\u7528 Python \u548c C/C++\u3002\u80fd\u8ba9\u9ad8\u5c42\u7b97\u529b\u677f\uff08 Jetson/\u6811\u8393\u6d3e\uff09\u548c\u5e95\u5c42\u63a7\u5236\u677f\uff08 ESP32/STM32 \uff09\u901a\u8fc7\u4e32\u53e3\u7a33\u5b9a\u901a\u4fe1\u3002<br /><br />\u8fb9\u7f18 AI \u90e8\u7f72\uff1a \u641e\u5f97\u5b9a\u6444\u50cf\u5934\u63a5\u5165\uff0c\u61c2\u4e00\u70b9 OpenCV \uff0c\u80fd\u5728\u672c\u5730\u8fb9\u7f18\u8bbe\u5907\u4e0a\u6d41\u7545\u90e8\u7f72\u8f7b\u91cf\u7ea7\u89c6\u89c9\u6a21\u578b\u3002<br /><br />\u52a8\u624b\u80fd\u529b\u62c9\u6ee1\uff1a \u4f1a\u753b\u7b80\u5355\u7684 PCB \uff0c\u4f1a\u9009\u578b\u6b65\u8fdb\u7535\u673a\u548c\u63a8\u6746\uff0c\u62ff\u5f97\u8d77\u7535\u70d9\u94c1\uff0c\u80fd\u628a\u4e00\u5806\u6563\u4ef6\u7ec4\u88c5\u6210\u4e00\u4e2a\u80fd\u52a8\u7684\u7269\u7406\u7cfb\u7edf\u3002<br /><br />\u6781\u5176\u91cd\u8981\u7684\u9690\u5f62\u7279\u8d28\uff1a<br /><br />\u201c\u95fb\u5f97\u60ef\u81ed\u5473\u201d\uff1a \u6211\u4eec\u7684\u6d4b\u8bd5\u73af\u5883\u662f\u771f\u5b9e\u7684\u53a8\u4f59\u5783\u573e\u548c\u8815\u52a8\u7684\u6606\u866b\u3002\u5982\u679c\u4f60\u53ea\u559c\u6b22\u5728 24\u2103 \u7684\u6052\u6e29\u5199\u5b57\u697c\u91cc\u6572\u952e\u76d8\uff0c\u5343\u4e07\u522b\u6765\uff1b\u5982\u679c\u4f60\u89c9\u5f97\u770b\u7740\u4e00\u5806\u70c2\u83dc\u53f6\u5728\u4f20\u611f\u5668\u548c\u4ee3\u7801\u7684\u6307\u6325\u4e0b\u53d8\u6210\u91d1\u707f\u707f\u7684\u86cb\u767d\u662f\u4e00\u4ef6\u6781\u5ea6\u6d6a\u6f2b\u7684\u4e8b\uff0c\u90a3\u4f60\u5c31\u662f\u6211\u4eec\u8981\u627e\u7684\u4eba\u3002<br /><br />\u6781\u7aef\u52a1\u5b9e\uff1a \u77e5\u9053\u5728 MVP \u9636\u6bb5\uff0c\u5de5\u4e1a\u7ea7\u7684\u7a33\u5b9a\u6bd4\u82b1\u54e8\u7684\u70ab\u6280\u66f4\u91cd\u8981\u3002<br /><br />\ud83c\udf81 \u4f60\u5c06\u83b7\u5f97\u4ec0\u4e48\uff1f<br />\u8054\u5408\u521b\u59cb\u4eba\u7ea7\u522b\u7684 Equity \uff08\u80a1\u6743\uff09\u3002<br /><br />\u7406\u6027\u6761\u4ef6\u4e0b\u5145\u8db3\u7684\u786c\u4ef6\u91c7\u8d2d\u9884\u7b97\u3002 \u4e0d\u8981\u59d4\u5c48\u81ea\u5df1\u4e70\u52a3\u8d28\u7535\u5b50\u5783\u573e\uff0c\u6211\u4eec\u7528\u6700\u597d\u7684\u5de5\u4e1a\u7ea7\u5143\u4ef6\u6765\u5806\u5197\u4f59\u3002<br /><br />\u4e00\u6bb5\u7edd\u5bf9\u7eaf\u7cb9\u7684\u786c\u79d1\u6280\u521b\u4e1a\u7ecf\u5386\uff1a\u6ca1\u6709\u5b98\u50da\u4e3b\u4e49\uff0c\u6ca1\u6709\u65e0\u610f\u4e49\u7684\u5468\u62a5\uff0c\u53ea\u6709\u771f\u5b9e\u7269\u7406\u4e16\u754c\u7684\u6311\u6218\u548c\u7acb\u523b\u80fd\u770b\u5230\u7684\u73af\u4fdd\u793e\u4f1a\u4ef7\u503c\u3002<br /><br />\u2615 Next Step:<br />\u522b\u53d1\u6211\u90a3\u79cd\u5199\u6ee1\u201c\u7cbe\u901a\u534f\u540c\u529e\u516c\u201d\u7684\u6807\u51c6\u683c\u5f0f\u7b80\u5386\u3002<br />\u5982\u679c\u4f60\u611f\u5174\u8da3\uff0c\u5e26\u4e0a\u4f60\u4e1a\u4f59\u65f6\u95f4\u81ea\u5df1\u52a8\u624b\u505a\u8fc7\u7684\u6700\u9177\u8f6f\u786c\u4ef6\u9879\u76ee\uff08 GitHub \u94fe\u63a5\u3001\u4e00\u6bb5\u89c6\u9891\u3001\u51e0\u5f20\u7535\u8def\u677f\u7167\u7247\u90fd\u884c\uff09\uff0c\u6216\u8005\u544a\u8bc9\u6211\u4f60\u66fe\u7ecf\u6392\u67e5\u8fc7\u7684\u4e00\u4e2a\u6700\u6076\u5fc3\u7684\u786c\u4ef6 Bug \u3002<br /><br />\u5730\u7406\u5750\u6807\uff1a\u4e2d\u56fd\u6df1\u5733\u3002\u6211\u4eec\u559d\u676f\u5496\u5561\uff0c\u6211\u628a\u8fd9\u5957\u5546\u4e1a\u903b\u8f91\u7684\u5168\u76d8\u6258\u51fa\u7ed9\u4f60\u770b\u3002<br /><br />\u8054\u7cfb\u65b9\u5f0f\uff1a fiona8798@gmail.com", 
      "date_published": "2026-02-25T12:44:10+00:00", 
      "title": "[\u5408\u4f19\u4eba\u62db\u52df] \u5750\u6807\u6df1\u5733\uff0c\u624b\u63e1\u5145\u8db3\u5f39\u836f\uff0c\u5bfb\u627e\u4e00\u4f4d\u80fd\u628a\u8fb9\u7f18 AI \u548c IoT \u585e\u8fdb\u201c\u6d3b\u4f53\u751f\u7269\u5de5\u5382\u201d\u7684\u6781\u5ba2 CTO", 
      "id": "https://www.v2ex.com/t/1194088"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/bzsmuwei", 
        "name": "bzsmuwei", 
        "avatar": "https://cdn.v2ex.com/gravatar/6668c0ff1c4471570b200da8d16bb24a?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1191684", 
      "date_modified": "2026-02-09T07:02:07+00:00", 
      "content_html": "\u6211\u662f\u8c01\uff1a\u6df1\u8015\u5a92\u4f53\u751f\u6001\u591a\u5e74\uff0c\u6b63\u5728\u63a8\u8fdb Spotlight \uff08\u805a\u5149\u706f\uff09 \u9879\u76ee\u3002\u4e0d\u53ea\u662f\u505a AI \u89c6\u9891\u751f\u6210\uff0c\u8981\u5b9a\u4e49\u793e\u4ea4\u573a\u666f\u4e0b\u7684\u201c\u53d9\u4e8b\u5373\u53d8\u73b0\u201d\u3002<br /><br />\u8981\u89e3\u51b3\u7684\u786c\u6838\u547d\u9898\uff1a<br /><br />\u5982\u4f55\u5728 AI \u89c6\u9891\u5f02\u6b65\u751f\u6210\u7684\u5168\u751f\u547d\u5468\u671f\u91cc\uff0c\u9501\u6b7b PID \u67d3\u8272\u5f52\u56e0\uff1f<br /><br />\u5982\u4f55\u5b9e\u73b0\u201c\u7528\u6237\u4e0a\u4f20\u50cf\u7d20 \u2192 AI \u8bed\u4e49\u7406\u89e3 \u2192 \u5168\u7f51\u5546\u54c1\u6c60\u5339\u914d\u201d\u7684\u81ea\u52a8\u5316\u95ed\u73af\uff1f<br /><br />\u5982\u4f55\u5229\u7528\u9c81\u68d2\u6307\u7eb9\u89e3\u51b3\u79c1\u57df\u8f6c\u53d1\u5bfc\u81f4\u7684\u4e22\u5355\u75db\u70b9\uff1f<br /><br />\u6211\u9700\u8981\u4f60\uff1a\u5168\u6808\u67b6\u6784\u601d\u7ef4\uff0c\u61c2 AI \u5de5\u7a0b\u5316\uff08\u5f02\u6b65\u4efb\u52a1\u8c03\u5ea6/VLM \u5e94\u7528/\u89c6\u9891\u6c34\u5370\u6307\u7eb9\uff09\u3002<br /><br />\u6211\u80fd\u7ed9\u7684\uff1a\u5b9e\u6253\u5b9e\u7684\u80a1\u6743\u4e0e\u4e3b\u6743<br /><br />1 \u3001\u521b\u59cb\u5408\u4f19\u4eba\u80a1\u6743 <br />\u4f5c\u4e3a Founding CTO \u83b7\u5f97\u5177\u6709\u8bda\u610f\u7684\u539f\u59cb\u671f\u6743/\u80a1\u6743\u5206\u914d\u3002<br /><br />2 \u3001\u7edd\u5bf9\u7684\u6280\u672f\u4e3b\u6743 <br />\u4f5c\u4e3a Spotlight \u7684\u201c\u603b\u5de5\u7a0b\u5e08\u201d\u3002\u4ece\u67b6\u6784\u9009\u578b\u5230\u7b97\u6cd5\u843d\u5730\uff0c\u4f60\u62e5\u6709\u6700\u7ec8\u51b3\u5b9a\u6743\u3002<br /><br />3 \u3001\u76f4\u63a5\u6536\u76ca\u5206\u6210 <br />\u6bcf\u4e00\u7b14\u6536\u76ca\u90fd\u5c06\u83b7\u5f97\u76f4\u63a5\u6280\u672f\u670d\u52a1\u5206\u6210\u3002<br /><br />4 \u3001\u5168\u7403\u5316\u89c6\u91ce\u4e0e\u878d\u8d44\u5bf9\u63a5\uff1a<br />\u4e0e\u521b\u59cb\u4eba\u5171\u540c\u53c2\u4e0e\u9876\u7ea7\u98ce\u6295\u878d\u8d44\u8def\u6f14\uff0c\u63d0\u4f9b\u4e0e\u7845\u8c37\u4e00\u7ebf\u5f00\u53d1\u8005\u548c\u6295\u8d44\u4eba\u6df1\u5ea6\u4ea4\u6d41\u7684\u7a97\u53e3\u3002<br /><br />\u8054\u7cfb\u65b9\u5f0f\uff1a\u5fae\u4fe1\u53f7 [ wawaweiwei ] \uff0c\u8bf7\u6ce8\u660e Spotlight \u6280\u672f\u5408\u4f19\u4eba", 
      "date_published": "2026-02-09T05:40:31+00:00", 
      "title": "\u5bfb\u627e\u4e00\u4f4d\u60f3\u7528 AI \u6539\u53d8\u793e\u4ea4\u7535\u5546\u5f52\u56e0\u7684\u6280\u672f\u5408\u4f19\u4eba", 
      "id": "https://www.v2ex.com/t/1191684"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/bzsmuwei", 
        "name": "bzsmuwei", 
        "avatar": "https://cdn.v2ex.com/gravatar/6668c0ff1c4471570b200da8d16bb24a?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1190527", 
      "date_modified": "2026-02-04T03:02:52+00:00", 
      "content_html": "\u505a\u4e86\u633a\u4e45\u7684\u8c03\u67e5\u8bb0\u8005\u3002\u56e0\u4e3a\u4f17\u6240\u5468\u77e5\u7684\u539f\u56e0\uff0c\u6211\u51b3\u5b9a\u6362\u4e2a\u65b9\u5f0f\u6218\u6597\u3002<br /><br />\u73b0\u5728\u7684\u793e\u4ea4\u7535\u5546\u592a\u4e11\u4e86\u3002\u6211\u6b63\u5728\u505a Spotlight \uff0c\u7528 AI \u91cd\u9020\u4e00\u5957\u201c\u7535\u5f71\u7ea7\u201d\u7684\u793e\u4ea4\u8d44\u4ea7\u3002<br /><br />\u6838\u5fc3\u903b\u8f91\uff1a<br /><br />AI \u89c6\u9891\u91cd\u7ed8\uff1a\u628a\u968f\u624b\u62cd\u5e9f\u7247\u91cd\u6784\u6210\u6709\u5c0a\u4e25\u7684\u53d9\u4e8b\uff08\u7535\u5f71\u7ea7\u8d28\u611f\uff09\u3002<br /><br />\u66b4\u529b\u67d3\u8272\uff1a\u5229\u7528\u5fae\u4fe1\u8ba1\u4f63\u65b0\u89c4\uff0c\u901a\u8fc7 API \u5b9e\u73b0 30 \u5929\u4ee5\u4e0a\u7684\u81ea\u52a8\u9501\u5ba2\u3002<br /><br />\u8bed\u4e49\u5339\u914d\uff1a\u89c6\u9891\u7269\u54c1\u81ea\u52a8\u5173\u8054\u4f9b\u5e94\u94fe\u3002<br /><br />\u5173\u4e8e\u6211\uff1a \u6211\u91cd\u70b9\u8d1f\u8d23 Storytelling \u548c\u878d\u8d44\u3002Technical Advisor \u662f\u524d Meta \u67b6\u6784\u5e08\u3002<br /><br />\u6211\u5728\u627e\u8fd9\u6837\u7684\u4f60\uff1a<br /><br />[\u6280\u672f\u5411]\uff1a\u80fd\u641e\u5b9a\u591a\u6a21\u6001\u8bc6\u522b\u3001\u5411\u91cf\u641c\u7d22\u3001\u6216\u8005\u5fae\u4fe1\u63a5\u53e3\u7684\u201c\u6781\u9650\u64cd\u4f5c\u201d\u3002<br /><br />[\u89c6\u89c9\u5411]\uff1aComfyUI / SD \u5927\u795e\u3002\u80fd\u89e3\u51b3 Video-to-Video \u7684\u4eba\u50cf\u4e00\u81f4\u6027\uff0c\u5bf9\u201c\u7535\u5f71\u611f\u201d\u6709\u751f\u7406\u6027\u7684\u6267\u5ff5\u3002\u4f60\u8d1f\u8d23\u5b9a\u4e49 AI \u65f6\u4ee3\u7684\u89c6\u89c9\u8bed\u8a00\u3002<br /><br />\u7ed9\u4f60\u7684\uff1a \u73b0\u91d1\u54a8\u8be2\u8d39 + \u6838\u5fc3\u80a1\u4efd\u30022 \u6708 MVP \uff0c4 \u6708\u7279\u62c9\u534e\u516c\u53f8\u843d\u5730 + \u7845\u8c37\u878d\u8d44\u3002<br /><br />\u8054\u7cfb\u65b9\u5f0f\uff1a \u5fae\u4fe1\uff1a[wawaweiwei]\uff08\u8bf7\u5907\u6ce8\uff1aV2EX + \u89c6\u9891 Demo \u6216 GitHub \uff09", 
      "date_published": "2026-02-03T13:59:35+00:00", 
      "title": "[\u5317\u4eac/\u8fdc\u7a0b] \u8c03\u67e5\u8bb0\u8005 + \u524d Meta \u67b6\u6784\uff0c\u5bfb AI \u9ed1\u5ba2\u4e0e\u89c6\u9891\u5927\u795e\uff1a\u62c6\u89e3\u5fae\u4fe1 2026 \u67d3\u8272\u534f\u8bae\uff0c\u91cd\u6784\u793e\u4ea4\u53d9\u4e8b", 
      "id": "https://www.v2ex.com/t/1190527"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/lswlray", 
        "name": "lswlray", 
        "avatar": "https://cdn.v2ex.com/avatar/cc5c/8f45/540539_large.png?m=1761027781"
      }, 
      "url": "https://www.v2ex.com/t/1189798", 
      "date_modified": "2026-01-31T16:14:11+00:00", 
      "content_html": "2025 \u5e74 2 \u6708\uff0c\u4e2d\u592e\u7684 4 \u53f7\u6587\u300a\u6559\u80b2\u5f3a\u56fd\u5efa\u8bbe\u89c4\u5212\u7eb2\u8981\uff08 2024\u20142035 \u5e74\uff09\u300b\u4e2d\u660e\u786e\u63d0\u51fa [\u63a2\u7d22\u6570\u5b57\u8d4b\u80fd\u5927\u89c4\u6a21\u56e0\u6750\u65bd\u6559\u3001\u521b\u65b0\u6027\u6559\u5b66\u7684\u6709\u6548\u9014\u5f84] \uff1b<br />2025 \u5e74 4 \u6708\uff0c\u6559\u80b2\u90e8\u7b49 9 \u90e8\u95e8\u7684\u300a\u5173\u4e8e\u52a0\u5feb\u63a8\u8fdb\u6559\u80b2\u6570\u5b57\u5316\u7684\u610f\u89c1\u300b\u4e2d\u4e5f\u660e\u786e\u63d0\u51fa [\u5b9e\u73b0\u4eba\u5de5\u667a\u80fd\u9a71\u52a8\u7684\u5927\u89c4\u6a21\u56e0\u6750\u65bd\u6559] \uff1b<br />\u7136\u800c\uff0c\u5728 SZ \u5e02\u6559\u80b2\u5c40\u51fa\u53f0\u7684\u300a SZ \u5e02\u5efa\u8bbe\u6559\u80b2\u4eba\u5de5\u667a\u80fd\u5148\u950b\u57ce\u5e02\u884c\u52a8\u8ba1\u5212\uff08 2025-2027 \u5e74\uff09\u300b\u4e2d\u5374\u6ca1\u6709\u4e86\u201c\u56e0\u6750\u65bd\u6559\u201d\u8fd9\u4e2a\u53d1\u5c55\u65b9\u5411\u3002\u7ecf\u5411\u8be5\u5c40\u4e86\u89e3\uff0c\u5de5\u4f5c\u4eba\u5458\u5766\u627f\uff1a\u56e0\u4e3a\u884c\u52a8\u8ba1\u5212\u4e2d\u90fd\u662f\u53ef\u4ee5\u843d\u5730\u7684\u5de5\u4f5c\uff0c\u800c\u6211\u4eec\u4e0d\u77e5\u9053\u201c\u56e0\u6750\u65bd\u6559\u201d\u5982\u4f55\u5b9e\u65bd\u843d\u5730\u3002<br /><br />\u4ee5\u4e0a\u662f\u653f\u7b56\u80cc\u666f\u3002<br />\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014<br /><br />\u5728\u5e02\u9762\u4e0a\uff0c\u76ee\u524d\u80fd\u770b\u5230\u7684 AI+\u6559\u80b2\u7c7b\u4ea7\u54c1\uff0c\u96c6\u4e2d\u5728\u51e0\u4e2a\u9886\u57df\uff1a\u63d0\u5347\u6559\u5e08\u5de5\u4f5c\u6548\u7387\u7684\u3001\u63d0\u5347\u6821\u56ed\u7ba1\u7406\u667a\u80fd\u5316\u7684\u3001\u8fd8\u6709\u5404\u79cd\u6240\u8c13\u80fd\u5b9e\u73b0\u201c\u56e0\u6750\u65bd\u6559\u201d\u7684 AI \u5b66\u4e60\u673a \u2014\u2014 \u4e8b\u5b9e\u4e0a\uff0c\u8fd9\u7c7b\u4ea7\u54c1\u4ec5\u4ec5\u662f\u5728\u201c\u65bd\u6559\u201d\u4e0a\u6709\u6240\u6539\u53d8\uff0c\u5374\u65e0\u6cd5\u505a\u5230\u771f\u6b63\u7684\u201c\u56e0\u624d\u201d\u3002<br /><br />\u4ee5\u4e0a\u662f\u5e02\u573a\u80cc\u666f\u3002<br />\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014<br /><br />\u8c08\u8c08\u6211\u7684\u770b\u6cd5\uff1a<br /><br />1 \u3001\u201c\u56e0\u6750\u65bd\u6559\u201d\u7684\u9996\u8981\u524d\u63d0\u662f\u4f60\u80fd\u51c6\u786e\u7684\u5206\u6790\u201c\u6750\u201d\u3002<br /><br />\u4e3e\u4e2a\u4f8b\u5b50\uff1a\u6570\u5b66\u79d1\u76ee\u4e2d\u7684\u7ecf\u5178\u201c\u9e21\u5154\u540c\u7b3c\u201d\u95ee\u9898\uff0c\u5b58\u5728\u591a\u79cd\u89e3\u9898\u65b9\u6cd5\uff0c\u5305\u62ec\uff1a\u5217\u8868\u6cd5\u3001\u753b\u56fe\u6cd5\u3001\u5047\u8bbe\u6cd5\u3001\u91d1\u9e21\u72ec\u7acb\u6cd5\u3001\u5439\u54e8\u6cd5\u3001\u4e00\u5143\u4e00\u6b21\u65b9\u7a0b\u6cd5\u3001\u4e8c\u5143\u4e00\u6b21\u65b9\u7a0b\u6cd5\u7b49\u3002\u8fd9\u4e9b\u89e3\u4f53\u65b9\u6cd5\u90fd\u6d89\u53ca\u4e0d\u540c\u7684\u77e5\u8bc6\u70b9\u3001\u9002\u5408\u4e0d\u540c\u5b66\u4e60\u8fdb\u5ea6\u7684\u5b66\u751f\u5b66\u4e60\u4f7f\u7528\u3002\u5982\u679c\u6ca1\u6709\u638c\u63e1\u5b66\u751f\u7684\u77e5\u8bc6\u70b9\u5b66\u4e60\u8fdb\u5ea6\u3001\u6ca1\u80fd\u51c6\u786e\u5206\u6790\u5b9a\u4f4d\u201c\u6750\u201d\uff0c\u4f60\u7528\u4e8c\u5143\u4e00\u6b21\u65b9\u7a0b\u6cd5\u8f85\u5bfc\u4e00\u4e2a\u8fde\u65b9\u7a0b\u5f0f\u90fd\u6ca1\u6709\u5b66\u4e60\u8fc7\u7684\u5b66\u751f\uff0c\u5c31\u4f1a\u95f9\u7b11\u8bdd\u3002\u6216\u8005\uff0c\u5b66\u751f\u5df2\u7ecf\u5b66\u8fc7\u4e86\u4e8c\u5143\u4e00\u6b21\u65b9\u7a0b\u3001\u4f60\u5374\u975e\u8981\u8f85\u5bfc\u91d1\u9e21\u72ec\u7acb\u6cd5\uff0c\u540c\u6837\u662f\u6d6a\u8d39\u8868\u60c5\u3002<br /><br />2 \u3001\u201c\u56e0\u6750\u65bd\u6559\u201d\u7684\u7b2c\u4e8c\u524d\u63d0\u662f\u4f60\u80fd\u7528\u201c\u6750\u201d\u80fd\u7406\u89e3\u548c\u63a5\u53d7\u7684\u8bed\u8a00\u6c9f\u901a\u3002<br /><br />\u751f\u6d3b\u4e2d\u6bcf\u4e00\u4e2a\u4eba\u90fd\u6709\u4e0d\u540c\u7684\u6027\u683c\u7279\u8d28\uff0c\u6709\u7684\u662f\u987a\u6bdb\u9a74\uff0c\u6709\u7684\u662f\u5f3a\u538b\u529b\uff0c\u5982\u679c\u4f60\u65e0\u6cd5\u7528\u5177\u4f53\u5230\u6bcf\u4e00\u4e2a\u5b66\u751f\u80fd\u7406\u89e3\u548c\u63a5\u53d7\u7684\u8bed\u8a00\u6c9f\u901a\uff0c\u7ed3\u679c\u5927\u6982\u7387\u662f \u5de6\u8033\u6735\u8fdb\u53f3\u8033\u6735\u51fa\uff0c\u4f9d\u65e7\u662f\u767d\u8d39\u52b2\u3002<br /><br />\u6240\u4ee5\uff0c\u201c\u56e0\u6750\u65bd\u6559\u201d\u662f\u4e00\u4ef6\u975e\u5e38\u590d\u6742\u7684\u4e8b\u513f\u3002\u4f46\u5f88\u663e\u7136\uff0c\u8fd9\u4e5f\u662f\u6559\u80b2\u4e8b\u4e1a\u4e2d\u3001\u6700\u6709\u4ef7\u503c\u7684\u4e8b\u513f\u3002<br /><br />\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014<br /><br />\u4e0d\u77e5\u9053 V2 \u4e0a\u6709\u6ca1\u6709\u5bf9\u8fd9\u4e2a\u9886\u57df\u611f\u5174\u8da3\u7684\u670b\u53cb\uff0c\u6211\u4eec\u53ef\u4ee5\u6df1\u5165\u63a2\u8ba8\u4e00\u4e0b\u3002", 
      "date_published": "2026-01-31T14:35:41+00:00", 
      "title": "\u804a\u804a [\u56e0\u6750\u65bd\u6559] \u5427", 
      "id": "https://www.v2ex.com/t/1189798"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/0xBenjam", 
        "name": "0xBenjam", 
        "avatar": "https://cdn.v2ex.com/avatar/b3de/d24f/680209_large.png?m=1710345499"
      }, 
      "url": "https://www.v2ex.com/t/1188999", 
      "title": "[\u4e0a\u6d77] \u5bfb\u8d44\u6df1\u67b6\u6784\u5e08\uff0c\u5408\u4f5c\u5f00\u53d1\u6c7d\u8f66\u884c\u4e1a 2B/2C \u5782\u76f4\u7f51\u7ad9", 
      "id": "https://www.v2ex.com/t/1188999", 
      "date_published": "2026-01-28T05:16:39+00:00", 
      "content_html": "<p>\u5e2e\u8ba4\u8bc6\u7684\u8001\u677f\u8f6c\u53d1\uff0c\u6709\u610f\u8005\u90ae\u7bb1\u8054\u7cfb\uff1a</p>\n<p>\u6211\u4eec\u662f\u4e00\u5bb6\u6c7d\u8f66\u884c\u4e1a\u6280\u672f\u670d\u52a1\u5546\uff0c\u76ee\u524d\u4e3b\u8981\u5f00\u5c55\u7ebf\u4e0b\u4e1a\u52a1\uff0c\u8ba1\u5212\u5f00\u53d1\u4e00\u4e2a\u5305\u62ec\u4f01\u4e1a\u4f9b\u9700\u5bf9\u63a5\u548c\u5de5\u7a0b\u5e08\u6280\u672f\u8bba\u575b\u7684\u7f51\u7ad9\uff0c\u4f7f\u7ebf\u4e0a\u7ebf\u4e0b\u4e1a\u52a1\u4e92\u76f8\u4fc3\u8fdb\u3002\u5bfb\u8d44\u6df1\u67b6\u6784\u5e08\u8ba8\u8bba\u9879\u76ee\u65b9\u6848\uff0c\u6709\u673a\u4f1a\u53ef\u4ee5\u5408\u4f5c\u5f00\u53d1\uff0c\u5206\u4eab\u6536\u76ca\u3002\u6b22\u8fce\u8054\u7cfb\uff1a<a href=\"mailto:good_partner@163.com\">good_partner@163.com</a> \u3002</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/mlisjk", 
        "name": "mlisjk", 
        "avatar": "https://cdn.v2ex.com/gravatar/8eb6529fdd31eabd591451727436faa3?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1188944", 
      "date_modified": "2026-01-28T03:56:52+00:00", 
      "content_html": "<p>\u8fd9\u51e0\u5e74\u5165\u4e86\u6ed1\u677f\u7684\u5751\uff0c\u6700\u8fd1\u5728\u601d\u8003\u662f\u5426\u80fd\u4ee5\u6b64\u5174\u8da3\u505a\u4e00\u4e9b\u4e8b\u60c5\uff0c\u5982\u679c\u80fd\u6709\u4e9b\u6536\u76ca\u662f\u6700\u597d\u7684\u3002\n\u6211\u76ee\u524d\u80fd\u60f3\u5230\u7684\u662f\u4e00\u4e2a\u5782\u76f4\u9886\u57df\u7684\u6ed1\u677f\u793e\u533a\uff0c\u53bb\u805a\u96c6\u6ed1\u677f\u7231\u597d\u8005\uff0c\u53ef\u4ee5\u5206\u4eab\u6ed1\u677f\u5730\u70b9\uff0c\u89c6\u9891\uff0c\u6280\u5de7\uff0c\u627e\u642d\u5b50\u4e4b\u7c7b\u7684\u3002\n\u6216\u8bb8\u4f1a\u6709\u66f4\u591a\u6709\u610f\u601d\u7684\u70b9\u5b50\u53ef\u4ee5\u88ab\u53d1\u73b0\uff0c\u76ee\u524d\u4e0d\u6c42\u83b7\u5f97\u591a\u5927\u6210\u529f\uff0c\u5bf9\u8fd9\u5757\u611f\u5174\u8da3\u7684\u670b\u53cb\u53ef\u4ee5\u52a0\u5165\u4e00\u8d77\u8ba8\u8bba</p>\n", 
      "date_published": "2026-01-28T02:30:00+00:00", 
      "title": "[\u5174\u8da3\u9a71\u52a8\uff0c\u65e0\u62a5\u916c] \u5bf9\u201c\u6ed1\u677f\ud83d\udef9\u201d\u611f\u5174\u8da3\u7684\u670b\u53cb\uff0c\u60f3\u7740\u5229\u7528\u4e1a\u4f59\u65f6\u95f4\u641e\u4e00\u641e\u6ed1\u677f\u8fd0\u52a8\u76f8\u5173\u7684\u4e92\u8054\u7f51\u4ea7\u54c1", 
      "id": "https://www.v2ex.com/t/1188944"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/luckypoem", 
        "name": "luckypoem", 
        "avatar": "https://cdn.v2ex.com/gravatar/4437e584f69737b3b6f9139e440b9fec?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1188315", 
      "title": "[\u5c0b\u627e] \u6280\u8853\u5925\u4f34\uff08\u7cbe\u901a\u722c\u87f2/\u8cc7\u6599\u5eab/AI/\u5168\u7aef\uff09\uff5c\u80fd\u529b\u53ca\u5408\u4f5c\u65b9\u5f0f\u8a73\u6b63\u6587\uff5c\u53ef\u9060\u7aef\uff5c\u7d05\u5229\u5408\u4f5c", 
      "id": "https://www.v2ex.com/t/1188315", 
      "date_published": "2026-01-26T01:53:34+00:00", 
      "content_html": "<ol>\n<li>\u5408\u4f5c\u9805\u76ee(\u7cfb\u7d71\u5171\u6709\u5169\u90e8\u5206)\uff1a\n\u25cf\u5708\u5ba2\u884c\u92b7\u90e8\u5206\uff1a\n(1)\t\u91dd\u5c0d\u53f0\u7063\u5730\u5340(\u7b2c\u4e00\u968e\u6bb5)\u4e4b\u300c\u5ee0\u5546\u300d\u7372\u53d6\u300c\u53f0\u7063\u5730\u5340\u300d\u53ca\u300c\u570b\u5916\u300d\u4e4b\u6e96\u78ba\u76ee\u6a19\u5ba2\u6236\uff0c\u4e26\u5c0d\u4e4b\u884c\u92b7\u3002\n(2)\t\u91dd\u5c0d\u5927\u9678\u5730\u5340(\u7b2c\u4e8c\u968e\u6bb5\u52a0\u5165\u4e4b\u9805\u76ee)\u4e4b\u300c\u5916\u92b7\u5ee0\u5546\u300d\u7372\u53d6\u300c\u570b\u5916\u300d\u4e4b\u6e96\u78ba\u76ee\u6a19\u5ba2\u6236\uff0c\u4e26\u5c0d\u4e4b\u884c\u92b7\u3002\n\u25cf\u53e3\u7891\u884c\u92b7\u90e8\u5206\uff1a\n(1)\t\u91dd\u5c0d\u53f0\u7063\u5730\u5340(\u7b2c\u4e00\u968e\u6bb5)\u4e4b\u300c\u5ee0\u5546\u300d\u7522\u51fa\u5408\u610f\u53ca\u6709\u6548\u4e4b\u8a55\u8ad6\u5167\u5bb9\uff0c\u63d0\u4f9b\u6d88\u8cbb\u8005\u5c0d GoogleMap \u3001FB \u3001IG \u3001\u5c0f\u7d05\u66f8\u3001TikTok \u7b49\u4e94\u500b\u5e73\u53f0\u767c\u51fa\u8a55\u8ad6\u3002\n(2)\t\u91dd\u5c0d\u5927\u9678\u5730\u5340(\u7b2c\u4e8c\u968e\u6bb5\u52a0\u5165\u4e4b\u9805\u76ee)\u4e4b\u300c\u5ee0\u5546\u300d\u7522\u51fa\u5408\u610f\u53ca\u6709\u6548\u4e4b\u8a55\u8ad6\u5167\u5bb9\uff0c\u63d0\u4f9b\u6d88\u8cbb\u8005\u5c0d\u5c0f\u7d05\u66f8\u3001TikTok \u7b49\u5e73\u53f0\u767c\u51fa\u8a55\u8ad6\u3002</li>\n<li>\u71df\u696d\u984d\u9810\u4f30\uff1a\u7b2c\u4e00\u968e\u6bb5\u9810\u4f30\u5e74\u71df\u696d\u984d\u4eba\u6c11\u5e63 5000 \u842c\u4ee5\u4e0a\uff0c\u7b2c\u4e8c\u968e\u6bb5\u4fdd\u5b88\u9810\u4f30\u5e74\u71df\u696d\u984d\u4eba\u6c11\u5e63 2 \u5104\u5143\u4ee5\u4e0a\u3002</li>\n<li>\u5408\u4f5c\u5831\u916c(\u4ee5\u627f\u63fd\u958b\u767c\u53ca\u7dad\u904b\u70ba\u524d\u63d0)\uff1a\n(1)\t\u6bcf\u6708\u7d05\u5229\u5206\u914d\uff1a\u6708\u7d14\u6de8\u5229\u4e4b 20%\u3002\n(2)\t\u958b\u767c\u8cbb\u7528\uff1a\u958b\u767c\u5b8c\u6210\u524d 50 \u500b\u884c\u696d\u88dc\u8cbc\u8cbb\u7528 2 \u842c\u5143\u4eba\u6c11\u5e63(\u958b\u767c\u8f2a\u5ed3\u3001\u91cd\u9ede\u3001\u7d30\u7bc0\u61c9\u6ce8\u610f\u90e8\u5206\uff0c\u5927\u81f4\u5df2\u6e05\u695a)\u3002\n(3)\t\u524d\u5f8c\u7aef\u7cfb\u7d71 ONCALL \u7dad\u904b\u53ca\u7a0b\u5f0f\u589e\u4fee\u8cbb\u7528\uff1a\u6bcf\u6708\u88dc\u8cbc\u8cbb\u7528\u4eba\u6c11\u5e63 1 \u842c\u5143\u3002(\u7dad\u904b\u671f\u9593\u6bcf\u6708\u65b0\u589e 3 \u884c\u696d)</li>\n<li>\u6709\u80fd\u529b\u53ca\u610f\u5411\u4e4b\u5925\u4f34\u6216\u5718\u968a\uff0c\u8acb\u7559\u8a00\u8a73\u8ac7\u7d30\u7bc0\u3002WeChat ID\uff1awwa777778 </li>\n<li>(\u80fd\u529b\u9700\u6c42)\u6309\u524d\u7aef(B \u7aef)\u53ca AI \u9700\u6c42\u722c\u53d6\u53ca\u5f59\u6574 FB \u3001IG \u3001GOOGLEMAP \u3001\u5b98\u7db2\u3001amazon.....\u4e4b\u5167\u5bb9\uff1a\n\u25cf\u6838\u5fc3\u6280\u80fd\u8207\u7d93\u9a57\uff1a\n(1)\tPython \u6216\u5176\u4ed6\u722c\u87f2\u76f8\u95dc\u7a0b\u5f0f\u8a9e\u8a00\uff0c\u81f3\u5c11 2 \u5e74\u4ee5\u4e0a\u5be6\u969b\u722c\u87f2\u958b\u767c\u7d93\u9a57\u3002\n(2)\t\u95b1\u8b80\u3001\u7dad\u8b77\u4e26\u91cd\u69cb\u65e2\u6709\u722c\u87f2\u7a0b\u5f0f\u3002\n(3)\t\u7406\u89e3 HTTP Request / Response \u6a5f\u5236\uff0c\u80fd\u8655\u7406\u767b\u5165\u9a57\u8b49\u3001Headers \u3001Cookies \u3001\u53cd\u722c\u6a5f\u5236\u7b49\u554f\u984c\u3002\n(4)\t\u4f9d\u64da\u73fe\u6709\u6d41\u7a0b\u5716\u70ba\u4e3b\u8ef8\u9032\u884c\u7a0b\u5f0f\u8a2d\u8a08\uff0c\u7368\u7acb\u5206\u6790\u8207\u88dc\u5145\u7d30\u7bc0\uff0c\u53c3\u8003\u5df2\u958b\u767c\u7a0b\u5f0f\u9032\u884c\u512a\u5316\u8207\u529f\u80fd\u64f4\u5c55\u3002\n(5)\tWeb Scraping \u6846\u67b6\u8207\u5de5\u5177\uff0c\u5982 Scrapy \u3001BeautifulSoup \u3001Selenium \u6216 Puppeteer \uff0c\u4e26\u6839\u64da\u9700\u6c42\u9078\u64c7\u5408\u9069\u5de5\u5177\u3002\n(6)\t\u57fa\u65bc\u73fe\u6709\u7a0b\u5f0f\u78bc\u9032\u884c\u7dad\u8b77\u3001\u8abf\u6574\u8207\u529f\u80fd\u8fed\u4ee3\uff0c\u78ba\u4fdd\u7cfb\u7d71\u7a69\u5b9a\u6027\u8207\u6301\u7e8c\u6539\u9032\u3002\n(7)\t\u793a\u8b66\u7d30\u7bc0\u8207\u6a5f\u5236\u3001\u76e3\u6e2c\u5e73\u53f0\u3002\n(8)\tFB/IG \u81ea\u52d5\u5316\u5275\u5efa\u5e33\u865f\u990a\u3001\u990a\u5e33\u865f\u80fd\u529b\u3002\n(9)\tVPN \u4e0a\u7db2\u6280\u8853\u53ca\u672c\u7cfb\u7d71\u53cd\u722c\u87f2\u898f\u5283\u80fd\u529b\u3002\n(10)\t\u5177\u5168\u7aef\u7a0b\u5f0f\u53ca\u7dad\u904b\u80fd\u529b\u3002\n\u25cf\u793e\u4ea4\u5a92\u9ad4\u722c\u87f2\u5c08\u9577\uff1a\n(11)\t\u722c\u53d6 Instagram \u3001Facebook \u7b49\u793e\u4ea4\u5e73\u53f0\u8cbc\u6587\u3001\u77ed\u5f71\u97f3\uff08 Reels \u3001Stories \u7b49\uff09\u53ca\u76f8\u95dc\u8cc7\u8a0a\uff08\u5982\u7559\u8a00\u3001\u6309\u8b9a\u6578\u3001\u5206\u4eab\u6578\uff09\u3002<br/>\n(12)\t\u719f\u6089\u5404\u5927\u793e\u4ea4\u5a92\u9ad4\u5e73\u53f0\u9650\u5236\u898f\u907f\u6280\u5de7\uff0c\u78ba\u4fdd\u8cc7\u6599\u6293\u53d6\u7684\u7a69\u5b9a\u6027\u8207\u5408\u6cd5\u6027\u3002\n(13)\t\u8655\u7406\u52d5\u614b\u7db2\u9801\uff08 JavaScript \u6e32\u67d3\uff09\u8207\u53cd\u722c\u87f2\u6a5f\u5236\uff08\u5982 CAPTCHA \u3001IP \u5c01\u9396\uff09\u7684\u6311\u6230\u3002\n(14)\t\u4ee5 GraphQL \u7372\u53d6\u8cc7\u6599\u3002\n\u25cfWhatsApp\uff1a\n(15)\t\u722c\u53d6 amazon \u6d88\u8cbb\u8005\u76f8\u95dc\u8cc7\u6599\u3002\n(16)\t\u4ee5 WhatsApp \u5e33\u865f\u767c\u9001\u8a0a\u606f\u81f3 messenger \u3002\n\u25cf\u4ee5 FB \u53ca IG \u5e33\u865f\u7372\u53d6\u9664 FB \u53ca IG \u5167\u5bb9\u5916\u4e4b\u300c\u8a72\u7279\u5b9a\u53d7\u773e\u7fa4\u4e4b\u8cc7\u8a0a\u53ca\u7279\u6027\u300d\u3002</li>\n<li>(\u80fd\u529b\u9700\u6c42)\u81ea\u7136\u8a9e\u8a00\u8655\u7406\uff08 NLP \uff09\u8207\u8a9e\u8a00\u5b78\uff0c\u5305\u62ec\uff1a\n\u25cf\u8a9e\u610f\u5206\u6790\u3001\u8a5e\u5411\u91cf\uff08 word embeddings \uff09\u3001\u8a9e\u5883\u7406\u89e3\u3001\u8a9e\u6cd5\u7d50\u69cb\uff08 Syntax \uff09\u3001\u8a9e\u7fa9\uff08 Semantics \uff09\u3001\u8a9e\u7528\uff08 Pragmatics \uff09\u3002\n\u25cf\u6709\u6548\u904b\u7528\u95dc\u9375\u8a5e\u3001\u4e0a\u4e0b\u6587\u3001\u683c\u5f0f\u5316\u8f38\u5165\u4f86\u5f71\u97ff AI \u8f38\u51fa\u3002 </li>\n<li>(\u80fd\u529b\u9700\u6c42)AI \u53ca\u5927\u578b\u8a9e\u8a00\u6a21\u578b\uff08 LLM \uff09\u77e5\u8b58\uff0c\u5305\u62ec\uff1a\n\u25cfTransformer \u3001GPT \u3001BERT \u7b49 LLM \u7684\u57fa\u672c\u539f\u7406\u8207\u5de5\u4f5c\u65b9\u5f0f\u3002\n\u25cf\u6a21\u578b\u7684\u9650\u5236\uff08\u5982\u5e7b\u89ba\u3001\u504f\u898b\u3001\u8cc7\u8a0a\u4e0d\u5b8c\u6574\uff09\u4e26\u4ee5\u8a2d\u8a08\u4e4b prompt \u907f\u514d\u554f\u984c\u3002\n\u25cf\u4ee5 Zero-shot \u3001Few-shot Learning \u7b49 prompt \u6280\u5de7\uff0c\u63d0\u5347 LLM \u56de\u61c9\u7684\u6e96\u78ba\u6027\u3002\n\u25cfPrompt \u8a2d\u8a08\u8207\u512a\u5316\u6280\u5de7\uff1a\n(1)\t\u7cbe\u78ba\u6027\uff08 Precision \uff09\uff1a\u4ee5\u7c21\u55ae\u3001\u660e\u78ba\u7684\u8a9e\u8a00\u8868\u9054\u9700\u6c42\u3002\n(2)\t\u4e0a\u4e0b\u6587\u8a2d\u8a08\uff08 Context Design \uff09\uff1a\u63d0\u4f9b\u9069\u91cf\u8cc7\u8a0a\uff0c\u78ba\u4fdd AI \u7406\u89e3\u76ee\u6a19\u3002\n(3)\t\u7d04\u675f\u8207\u683c\u5f0f\u5316\uff08 Constraints &amp; Formatting \uff09\uff1a\u8981\u6c42\u7279\u5b9a\u8f38\u51fa\u683c\u5f0f\uff0c\u5982 JSON \u3001Markdown \u3001\u8868\u683c\u3002\n(4)\t\u6e2c\u8a66\u8207\u8abf\u512a\uff08 A/B Testing \uff09\uff1a\u91dd\u5c0d\u4e0d\u540c prompt \u8a2d\u8a08\u8b8a\u9ad4\uff0c\u627e\u51fa\u6700\u4f73\u6548\u679c\u3002\n\u25cf\u7a0b\u5f0f\u8a2d\u8a08\u8207 API \u6574\u5408\uff1a\n(1)\tPython \u53ca\u5404\u5927\u516c\u53f8 API / LangChain \u7b49\u6846\u67b6\u3002\n(2)\t\u64b0\u5beb\u8173\u672c\uff08.sh \uff09\u4f86\u81ea\u52d5\u5316 prompt \u6e2c\u8a66\u8207\u5206\u6790 AI \u8f38\u51fa\u7d50\u679c\u3002\n(3)\t\u6703\u4f7f\u7528\u6b63\u5247\u8868\u9054\u5f0f\u3001\u6587\u672c\u8655\u7406\u6280\u5de7\u4f86\u63d0\u53d6\u8207\u904e\u6ffe AI \u7522\u751f\u7684\u5167\u5bb9\u3002<br/>\n\u25cf\u8cc7\u6599\u5206\u6790\u8207\u8a55\u4f30\uff1a\n(1)\t\u5206\u6790 AI \u56de\u61c9\u7684\u6e96\u78ba\u5ea6\u3001\u4e00\u81f4\u6027\u3001\u5275\u9020\u6027\uff0c\u627e\u51fa\u6700\u4f73 prompt \u6a21\u5f0f\u3002\n(2)\t\u8a2d\u8a08 AB \u6e2c\u8a66\u6bd4\u8f03\u4e0d\u540c prompt \u7684\u6548\u679c\u3002\n\u25cf\u9818\u57df\u77e5\u8b58\uff08 Domain Knowledge \uff09\uff1a\n(1)\t\u91dd\u5c0d\u4e0d\u540c\u61c9\u7528\u5834\u666f\uff08\u5982\u7a0b\u5f0f\u78bc\u751f\u6210\u3001\u91ab\u7642\u8a3a\u65b7\u3001\u6cd5\u5f8b\u3001\u884c\u92b7\u3001\u4e0d\u540c\u7522\u696d\uff09\u8abf\u6574 Prompt \u3002\n(2)\t\u5177\u5099 UX / UI \u8a2d\u8a08\u601d\u7dad\uff0c\u78ba\u4fdd AI \u8f38\u51fa\u5c0d\u4f7f\u7528\u8005\u6709\u50f9\u503c\u3002\n\u25cf\u7248\u672c\u63a7\u5236\u8207\u5354\u4f5c\uff1a\n(1)\t\u6709\u5c08\u6848\u5408\u4f5c\u7d93\u9a57\uff0c\u770b\u5f97\u61c2\u5176\u4ed6\u4eba\u5c08\u6848\u7684\u7a0b\u5f0f\u78bc\u3002\n(2)\tGit / GitHub \u3002\n(3)\tHACKMD\uff1a\u6280\u8853\u6587\u4ef6\u64b0\u5beb\u3001\u8a18\u9304\u9032\u5ea6 \uff08 Prompt \u3001\u6d41\u7a0b\uff09 \u3001\u8a2d\u8a08\u539f\u5247\u8207\u6700\u4f73\u5be6\u8e10\u3002\n\u25cf\u5b89\u5168\u8207\u9053\u5fb7\u8003\u91cf\uff1a\n(1)\t\u78ba\u4fdd Prompt \u907f\u514d\u7522\u751f\u6709\u5bb3\u5167\u5bb9\uff08\u5982\u504f\u898b\u3001\u865b\u5047\u8cc7\u8a0a\uff09\u3002\n(2)\t\u77ad\u89e3 AI \u6cd5\u898f\u8207\u9053\u5fb7\u98a8\u96aa\uff0c\u5982\u6b67\u8996\u3001\u96b1\u79c1\u4fdd\u8b77\u3001\u5167\u5bb9\u5be9\u67e5\u3002   </li>\n<li>(\u80fd\u529b\u9700\u6c42)\u8cc7\u6599\u5eab\u7cfb\u7d71\u8a2d\u8a08\u3001\u512a\u5316\u3001\u8207\u7ba1\u7406\n(1)\t\u95dc\u806f\u5f0f\u8cc7\u6599\u5eab\uff08\u5982 MySQL \u3001PostgreSQL \uff09\u7684\u8a2d\u8a08\u8207\u61c9\u7528\uff0c\u8a2d\u8a08\u8cc7\u6599\u7d50\u69cb\u8207\u7d22\u5f15\uff0c\u91dd\u5c0d\u5927\u898f\u6a21\u8cc7\u6599\u5132\u5b58\u8207\u67e5\u8a62\u7684\u512a\u5316\u3002\n(2)\t\u719f\u6089 Linux \u74b0\u5883\uff0c\u90e8\u7f72\u8207\u6392\u7a0b\uff08 cron \u3001systemd \u3001Docker \uff0c\u5177 Kubernetes (k8s)\uff09\u3002\n(3)\t\u8a2d\u8a08\u9ad8\u6548\u7684\u8cc7\u6599\u7d50\u69cb\u8207\u7d22\u5f15\uff0c\u652f\u63f4\u8de8\u884c\u696d\u3001\u591a\u5e33\u865f\u7684\u793e\u4ea4\u5a92\u9ad4\u8cc7\u6599\u5b58\u5132\u8207\u5feb\u901f\u6aa2\u7d22\u3002\n(4)\t\u8cc7\u6599\u6e05\u7406\u8207\u6b63\u898f\u5316\uff0c\u78ba\u4fdd\u722c\u53d6\u8cc7\u6599\u7684\u4e00\u81f4\u6027\u8207\u53ef\u7528\u6027\u3002\n(5)\t\u7ba1\u7406\u7ba1\u7406\u8cc7\u6599\u5eab\u3002</li>\n<li>(\u80fd\u529b\u9700\u6c42)\u8edf\u6027\u6280\u80fd\u8207\u5176\u4ed6\u8981\u6c42\n\u25cf\u7a0b\u5f0f\u78bc\u54c1\u8cea\u8207\u6587\u4ef6\u7d00\u9304\uff1a\u719f\u6089\u7248\u672c\u63a7\u5236\u5de5\u5177\uff08\u5982 Git \uff09\uff0c\u64b0\u5beb\u4e7e\u6de8\u3001\u53ef\u8b80\u7684\u7a0b\u5f0f\u78bc\uff0c\u4e26\u4fdd\u6301\u8a73\u7d30\u7684\u6587\u4ef6\u7d00\u9304\uff0c\u78ba\u4fdd\u7a0b\u5f0f\u78bc\u6613\u65bc\u7406\u89e3\u8207\u7dad\u8b77\u3002\n\u25cf\u8cc7\u6599\u96b1\u79c1\u8207\u5408\u898f\u6027\uff1a\u6df1\u5165\u4e86\u89e3\u8cc7\u6599\u96b1\u79c1\u8207\u6cd5\u5f8b\u898f\u7bc4\uff08\u5982 GDPR \u3001\u5e73\u53f0\u4f7f\u7528\u689d\u6b3e\uff09\uff0c\u78ba\u4fdd\u722c\u87f2\u884c\u70ba\u7b26\u5408\u6cd5\u898f\u8981\u6c42\uff0c\u4e26\u80fd\u5728\u8a2d\u8a08\u722c\u87f2\u7cfb\u7d71\u6642\u8003\u616e\u502b\u7406\u8207\u6cd5\u5f8b\u7d04\u675f\u3002\n\u25cf\u6309\u65e2\u5b9a\u7a0b\u5e8f\u8207\u67b6\u69cb\u9032\u884c\uff1a\u7406\u89e3\u65e2\u5b9a\u7a0b\u5e8f\u8207\u67b6\u69cb\u9700\u6c42\uff0c\u4e26\u80fd\u5bc6\u5207\u5408\u4f5c\uff0c\u5177\u5099\u826f\u597d\u7684\u9054\u6210\u80fd\u529b\u3002\n\u25cf\u7406\u89e3\u696d\u52d9\u9700\u6c42\u4e26\u5c07\u5176\u8f49\u5316\u70ba\u6280\u8853\u5be6\u73fe\u3002\n\u25cf\u6301\u7e8c\u5b78\u7fd2\u8207\u6280\u8853\u66f4\u65b0\uff1a\u5c0d\u65b0\u6280\u8853\u8207\u793e\u4ea4\u5e73\u53f0 API \u66f4\u65b0\u7684\u4fdd\u6301\u654f\u611f\uff0c\u6301\u7e8c\u5b78\u7fd2\u4ee5\u9069\u61c9\u5feb\u901f\u8b8a\u5316\u7684\u722c\u87f2\u74b0\u5883\u3002\n\u25cf\u5feb\u901f\u7406\u89e3\u65e2\u6709\u7a0b\u5f0f\u908f\u8f2f\u4e26\u9032\u884c\u7dad\u8b77\u3001\u529f\u80fd\u8abf\u6574\u3001\u932f\u8aa4\u4fee\u5fa9\u53ca\u6548\u80fd\u512a\u5316\u3002\n\u25cfMicrosoft Azure \u96f2\u7aef\u670d\u52d9\uff0c\u5728 Azure \u74b0\u5883\u4e2d\u90e8\u7f72\u8207\u64f4\u5c55\u722c\u87f2\u7cfb\u7d71\uff0c\u76f8\u95dc\u5de5\u5177\uff08\u5982 Azure Functions \u3001Azure Blob Storage \uff09\u3002\n\u25cf\u5bb9\u5668\u5316\u6280\u8853\uff08\u5982 Docker \uff09\uff0c\u4ee5\u652f\u63f4\u722c\u87f2\u7cfb\u7d71\u7684\u90e8\u7f72\u8207\u7ba1\u7406\u3002\n\u25cf\u8cc7\u6599\u5206\u6790\u80fd\u529b\uff0c\u5c07\u722c\u53d6\u8cc7\u6599\u9032\u884c\u521d\u6b65\u7d50\u69cb\u5316\u8655\u7406\uff0c\u65b9\u4fbf\u5f8c\u7e8c\u5206\u6790\u61c9\u7528\u3002\n\u25cf\u7248\u672c\u63a7\u5236\u8207\u76e3\u63a7\uff1aGit / GitHub \u7a0b\u5f0f\u7248\u672c\u7ba1\u7406&amp;\u932f\u8aa4\u76e3\u63a7\u8207\u65e5\u8a8c\u7ba1\u7406\uff08\u5982 Sentry \u3001ELK \uff0c\u6216\u53ef\u81ea\u88fd\u76e3\u63a7\u8173\u672c\uff09\u3002 </li>\n<li>(\u80fd\u529b\u9700\u6c42)\u5275\u610f\u601d\u7dad\u8207\u554f\u984c\u89e3\u6c7a\u80fd\u529b&amp;\u6301\u7e8c\u5b78\u7fd2\u8207\u7814\u7a76\uff1a\n\u25cf\u61c9\u5c0d\u793e\u4ea4\u5e73\u53f0\u53cd\u722c\u87f2\u6a5f\u5236\u7684\u8b8a\u5316\u6216\u8cc7\u6599\u5eab\u6548\u80fd\u74f6\u9838\u3002\n\u25cf\u80fd\u5920\u62c6\u89e3\u8907\u96dc\u554f\u984c\uff0c\u8f49\u5316\u70ba AI \u53ef\u7406\u89e3\u7684\u8f38\u5165\u683c\u5f0f\u3002\n\u25cf\u900f\u904e\u8fed\u4ee3\u6e2c\u8a66\u627e\u5230\u6700\u6709\u6548\u7684 Prompt \u7d44\u5408\u3002\n\u25cf\u601d\u8003\u5982\u4f55\u8b93 AI \u751f\u6210\u66f4\u5177\u5275\u610f\u3001\u7b26\u5408\u9700\u6c42\u7684\u5167\u5bb9\u3002\n\u25cf\u8ddf\u8e64 AI / NLP \u6700\u65b0\u6280\u8853\uff08\u5982 OpenAI \u767c\u5e03\u7684\u65b0\u6a21\u578b\u3001\u8ad6\u6587\u3001\u7b2c\u4e00\u624b\u77e5\u9053 Deepseek \u6d88\u606f\u7b49\u7b49\uff09\u3002\n\u25cf\u6301\u7e8c\u512a\u5316 Prompt \u8a2d\u8a08\uff0c\u4ee5\u9069\u61c9 AI \u7684\u9032\u6b65\u8207\u61c9\u7528\u9700\u6c42\u3002\n\u25cf\u67e5\u95b1\u8ad6\u6587\u7814\u7a76\u89e3\u6c7a\u554f\u984c\uff0c\u512a\u79c0\u7684\u554f\u984c\u89e3\u6c7a\u80fd\u529b\u3002</li>\n</ol>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/nkydxsjy", 
        "name": "nkydxsjy", 
        "avatar": "https://cdn.v2ex.com/gravatar/5bd001af464e468f80b8da178092de84?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1188125", 
      "date_modified": "2026-01-25T01:24:45+00:00", 
      "content_html": "<p>\u6211\u81ea\u5df1\u7684\u8d44\u6e90\uff1a\n1 \u3001\u81ea\u5df1\u672c\u8eab\u7684\u6cd5\u5f8b\u6280\u80fd\uff08\u7a0b\u5e8f\u5458\u8f6c\u884c\u7684\u5f8b\u5e08\uff09\n2 \u3001sh \u8fd9\u8fb9\u7684 ga \u3001\u67d0\u4e9b\u7279\u6b8a\u8bb8\u53ef\uff08\u6bd4\u5982\u67d0\u4e9b\u7279\u6b8a\u884c\u4e1a\u7684 xx \uff09\u3001\u884c\u653f\u5211\u4e8b\u6848\u4ef6\u7684\u5904\u7406\n3 \u3001ah \u3001js \u7701\u4efd\u7684\u67d0\u4e9b\u9886\u57df zf \u5173\u7cfb\uff08\u5176\u4ed6\u5730\u65b9\u4e0d\u786e\u5b9a\uff09</p>\n<p>\u5e0c\u671b\u5927\u5bb6\u5c3d\u91cf\u5c55\u793a\uff0c\u4e92\u52a9\u5171\u8d62\uff0c\u4fc3\u6210\u5408\u4f5c\n\u6211\u7684 v\uff1aMTc2MjE5NzkxNTM=  \uff08 base64 \uff09</p>\n", 
      "date_published": "2026-01-24T16:30:33+00:00", 
      "title": "\u8d44\u6e90\u64ae\u5408\u5e16\u5b50\uff0c\u751f\u6d3b\u6216\u8005\u5de5\u4f5c\u4e2d\u53ef\u80fd\u79ef\u6512\u4e86\u4e00\u4e9b\uff0c\u4f46\u662f\u4e0d\u77e5\u9053\u600e\u4e48\u7528\uff0c\u53ef\u4ee5\u7559\u4e0b\u4e86\u770b\u770b\u6709\u6ca1\u6709\u5408\u4f5c\u7684\u673a\u4f1a\uff0c\u8d5a\u94b1\u4e86\u5206\u6210", 
      "id": "https://www.v2ex.com/t/1188125"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/jacksoom", 
        "name": "jacksoom", 
        "avatar": "https://cdn.v2ex.com/gravatar/0e81162ea24e50fc3c43560e6437245a?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1187472", 
      "title": "[\u5bfb\u627e\u8054\u5408\u521b\u59cb\u4eba/COO] AI \u51fa\u6d77\u8425\u9500 SaaS \u5e73\u53f0 - GlanceMind", 
      "id": "https://www.v2ex.com/t/1187472", 
      "date_published": "2026-01-21T17:38:40+00:00", 
      "content_html": "<p>[\u5bfb\u627e\u8054\u5408\u521b\u59cb\u4eba/COO ]  AI \u51fa\u6d77\u8425\u9500 SaaS \u5e73\u53f0 - GlanceMind</p>\n<p>\u6211\u4eec\u5728\u505a\u4ec0\u4e48 (The Mission) GlanceMind \u81f4\u529b\u4e8e\u4e3a\u8de8\u5883\u7535\u5546\u53ca\u51fa\u6d77\u4f01\u4e1a\u63d0\u4f9b<strong>\u201c\u5168\u57df\u6570\u636e\u6d1e\u5bdf + AI \u81ea\u52a8\u5316\u8425\u9500\u201d\u7684\u4e00\u7ad9\u5f0f\u89e3\u51b3\u65b9\u6848\u3002\u6211\u4eec\u4e0d\u53ea\u662f\u505a\u5de5\u5177\uff0c\u6211\u4eec\u6b63\u5728\u6784\u5efa\u4e0b\u4e00\u4ee3 AI \u9a71\u52a8\u7684\u81ea\u52a8\u5316\u5e7f\u544a Agency</strong>\u3002</p>\n<p>\u5f53\u524d\u4ea7\u54c1\u4e0e\u6280\u672f\u58c1\u5792 (Product &amp; Tech) \u4f5c\u4e3a\u7eaf\u5de5\u7a0b\u80cc\u666f\u7684\u521b\u59cb\u56e2\u961f\uff0c\u6211\u4eec\u5df2\u7ecf\u5b8c\u6210\u4e86\u9ad8\u6280\u672f\u95e8\u69db\u7684\u4ece 0 \u5230 1 \u6784\u5efa\uff08\u975e Demo \u9636\u6bb5\uff0c\u4ea7\u54c1\u5df2\u843d\u5730\uff09\uff1a</p>\n<pre><code>\u5168\u57df\u8986\u76d6\uff1a \u5df2\u6253\u901a TikTok, Facebook, Instagram, Twitter, Reddit \u4e94\u5927\u4e3b\u6d41\u6d41\u91cf\u5e73\u53f0\u7684\u5e95\u5c42\u6570\u636e\u63a5\u53e3\u3002\n\n\u6838\u5fc3\u80fd\u529b\uff1a\n\n    Deep Insight\uff1a \u57fa\u4e8e AI \u7684\u8de8\u5e73\u53f0\u6d41\u91cf\u4e0e\u7ade\u54c1\u6570\u636e\u5206\u6790\u3002\n\n    Auto-Action\uff1a \u5b9e\u73b0 AI \u5168\u81ea\u52a8\u53d1\u5e16\u3001AI \u89c6\u9891\u751f\u6210\u4e0e\u5206\u53d1\u3001AI \u8bc4\u8bba\u4e92\u52a8\u56de\u590d\uff0c\u5b9e\u73b0\u201c\u65e0\u4eba\u503c\u5b88\u201d\u7684\u8d26\u53f7\u77e9\u9635\u7ba1\u7406\u3002\n\n\u5546\u4e1a\u95ed\u73af\uff1a \u652f\u6301\u4ece\u201c\u6570\u636e\u6d1e\u5bdf\u201d\u5230\u201c\u7cbe\u51c6\u63a8\u6d41\u201d\u518d\u5230\u201c\u8425\u9500\u8f6c\u5316\u201d\u7684\u5168\u94fe\u8def\u3002\n</code></pre>\n<p>\u5e02\u573a\u9a8c\u8bc1 (Traction)</p>\n<pre><code>\u76ee\u524d\u5904\u4e8e\u5185\u6d4b\u9636\u6bb5\uff0c\u96f6\u63a8\u5e7f\u6210\u672c\u4e0b\u5df2\u83b7\u5f97 8 \u5bb6/\u6df1\u5ea6\u6d4b\u8bd5\u4f01\u4e1a\uff08\u6db5\u7535\u5546\u51fa\u6d77\u3001\u7c89\u4e1d\u83b7\u53d6)\n\u5ba2\u6237\u53cd\u9988\u826f\u597d\uff0c\u5e76\u5728\u6301\u7eed\u8fed\u4ee3\u4e2d\u3002\n</code></pre>\n<p>\u6211\u4eec\u5bfb\u627e\u7684\u4f60 (The Partner) \u6211\u4eec\u9700\u8981\u4e00\u4f4d Co-founder \u7ea7\u522b\u7684 COO/BD \u5408\u4f19\u4eba\uff0c\u6765\u8865\u5168\u5546\u4e1a\u62fc\u56fe\uff1a</p>\n<pre><code>\u89e3\u51b3\u65b9\u6848\u4e13\u5bb6\uff1a \u80fd\u5c06\u6211\u4eec\u7684\u6280\u672f\u80fd\u529b\u5305\u88c5\u6210\u9ad8\u5ba2\u5355\u4ef7\u7684\u201c\u8425\u9500\u89e3\u51b3\u65b9\u6848\u201d\uff0c\u800c\u975e\u5ec9\u4ef7\u5356\u8f6f\u4ef6\u8d26\u53f7\u3002\n\n\u51fa\u6d77\u8d44\u6e90\u64cd\u76d8\uff1a \u719f\u6089\u8de8\u5883\u7535\u5546/\u5e7f\u544a\u751f\u6001\uff0c\u80fd\u5feb\u901f\u62d3\u5c55 B \u7aef\u5ba2\u6237\u3002\n\n\u8d44\u672c\u8fd0\u4f5c\u80fd\u529b\uff1a (\u52a0\u5206\u9879) \u6709\u878d\u8d44\u7ecf\u9a8c\u6216 VC \u8d44\u6e90\uff0c\u80fd\u4e3b\u5bfc\u672a\u6765\u7684\u878d\u8d44\u8fdb\u7a0b\u3002\n</code></pre>\n<p>\u4f60\u80fd\u5f97\u5230\u4ec0\u4e48</p>\n<pre><code>\u5b9e\u8d28\u6027\u7684\u80a1\u6743\uff1a \u771f\u6b63\u7684\u8054\u5408\u521b\u59cb\u4eba\u7ea7\u522b\u80a1\u6743\uff08 Base + \u878d\u8d44/\u4e1a\u7ee9 Milestone \u6fc0\u52b1\uff09\u3002\n\n\u6781\u4f73\u7684\u5207\u5165\u70b9\uff1a \u4ea7\u54c1\u5df2\u5c31\u7eea\uff08 Ready to scale \uff09\uff0c\u65e0\u9700\u7b49\u5f85\u5f00\u53d1\uff0c\u5165\u5c40\u5373\u5f00\u6218\u3002\n\n\u7edd\u5bf9\u7684\u6280\u672f\u540e\u76fe\uff1a \u4f60\u53ea\u7ba1\u5728\u524d\u7ebf\u653b\u57ce\u7565\u5730\uff0c\u540e\u65b9\u5f39\u836f\u5e93\uff08\u6280\u672f/\u4ea7\u54c1\uff09\u7531\u6211\u65e0\u9650\u91cf\u4f9b\u5e94\u3002\n</code></pre>\n<p>\u80a1\u6743\u7279\u70b9: \u52a8\u6001\u80a1\u6743\u7ed3\u6784 \u603b\u76d8\u5728 15 - 30 % (And millstone \u989d\u5916\u6fc0\u52b1)</p>\n<p>website: <a href=\"https://glancemind.org\" rel=\"nofollow\">https://glancemind.org</a></p>\n<p>\u8054\u7cfb\u65b9\u5f0f: wechat(\u7f16\u7801): amFja3Nvb21z</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/sunabel", 
        "name": "sunabel", 
        "avatar": "https://cdn.v2ex.com/avatar/e768/76d0/210444_large.png?m=1749117637"
      }, 
      "url": "https://www.v2ex.com/t/1187320", 
      "title": "\u521b\u4e1a\u7ec4\u961f\u4ea7\u54c1\u5f00\u53d1", 
      "id": "https://www.v2ex.com/t/1187320", 
      "date_published": "2026-01-21T05:52:21+00:00", 
      "content_html": "<p>\u73b0\u9700\u62db\u52df\u4e00\u652f\u5317\u4eac\u672c\u5730\u7814\u53d1\u56e2\u961f\uff0c\u8981\u6c42\u5177\u5907\u56fa\u5b9a\u529e\u516c\u5730\u5740\uff0c\u4f18\u5148\u8003\u8651\u671d\u9633\u533a\uff0c\u5176\u4ed6\u533a\u57df\u4ea6\u53ef\u3002\u56e2\u961f\u9700\u7cbe\u901a Golang \u540e\u7aef\u5f00\u53d1\u4e0e\u524d\u7aef\u5f00\u53d1\u6280\u672f\u6808\uff0c\u80fd\u591f\u627f\u63a5\u4ea7\u54c1\u5168\u6d41\u7a0b\u7814\u53d1\u5de5\u4f5c\u3002\u4e2a\u4eba\u6280\u672f\u80fd\u529b\u7a81\u51fa\u8005\u4e5f\u53ef\u5355\u72ec\u63a5\u6d3d\uff0c\u652f\u6301\u7ebf\u4e0b\u5f53\u9762\u6c9f\u901a\u9700\u6c42\u3002  szy-Aaiizzwell</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/erwa", 
        "name": "erwa", 
        "avatar": "https://cdn.v2ex.com/avatar/5527/dff7/463575_large.png?m=1768893097"
      }, 
      "url": "https://www.v2ex.com/t/1187065", 
      "title": "[\u521b\u610f\u80a1\u4e1c] \u6b22\u8fce\u5404\u4f4d\u8fdb\u6765\u804a\u804a\uff0c\u8d5a\u94b1\u4e86\u5fc5\u987b\u5206\u94b1\u7ed9\u4f60", 
      "id": "https://www.v2ex.com/t/1187065", 
      "date_published": "2026-01-20T06:27:15+00:00", 
      "content_html": "\u6211\u662f\u5728\u521b\u4e1a\u7684\u8fc7\u7a0b\u4e2d\u79ef\u6512\u4e0b\u6765\u7684\u8d44\u6e90\uff0czf \u8d44\u6e90\uff0c\u94f6\u884c\u8d44\u6e90\uff0c\u519c\u8d38\u519c\u6279\u5e02\u573a\u5173\u7cfb\uff0c\u90fd\u6bd4\u8f83\u786c\uff0c\u4f46\u8d44\u91d1\u662f\u7f3a\u4e4f\u7684\uff0c\u6709\u7ecf\u9a8c\u7684\u9500\u552e\u4eba\u5458\u662f\u7f3a\u4e4f\u7684\uff0c\u5546\u4e1a\u6a21\u5f0f\u53c8\u672a\u80fd\u95ed\u73af\uff0c\u5bfc\u81f4\u6fd2\u4e34\u5931\u8d25\u3002<br /><br />\u5982\u679c\u6709\u54ea\u4e2a [\u521b\u610f\u80a1\u4e1c] \uff0c\u6709\u597d\u7684\u5546\u4e1a\u6a21\u5f0f\u80fd\u4f7f\u7528\u8fd9\u4e9b\u8d44\u6e90\u5012\u662f\u53ef\u4ee5\u804a\u804a\uff0c\u771f\u8dd1\u901a\u8d5a\u94b1\u4e86\u5fc5\u987b\u5206\u94b1\u3002"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/r199703111111111", 
        "name": "r199703111111111", 
        "avatar": "https://cdn.v2ex.com/gravatar/26eb8531f96d9783aba30ddbf80c18e2?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1187026", 
      "date_modified": "2026-01-20T06:41:31+00:00", 
      "content_html": "", 
      "date_published": "2026-01-20T03:50:49+00:00", 
      "title": "EDA \u4e2d\u7248\u56fe\u89e3\u6790\u65b9\u5411\uff0c\u6bd4\u5982 GDS/OASIS \u534f\u8bae\u7684\u89e3\u6790\uff0c\u770b\u770b V \u7ad9\u6709\u591a\u5c11\u4eba\u4ece\u4e8b\u8fd9\u4e2a\u65b9\u5411\uff0c\u5927\u5bb6\u5192\u4e2a\u6ce1\u4ea4\u6d41\u4ea4\u6d41", 
      "id": "https://www.v2ex.com/t/1187026"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/lxxzml", 
        "name": "lxxzml", 
        "avatar": "https://cdn.v2ex.com/gravatar/89d20e7d792c7ac827c5bf668e812d9d?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1186860", 
      "title": "\u533b\u8def\u7231\u968f\u884c\uff0c\u805a\u7126\u4e8e\u672c\u5730\u670d\u52a1\u7684\u4fe1\u606f\u64ae\u5408\u5e73\u53f0\u3002\u80fd\u4e0d\u80fd\u62c9\u5230\u6295\u8d44\uff1f", 
      "id": "https://www.v2ex.com/t/1186860", 
      "date_published": "2026-01-19T09:01:26+00:00", 
      "content_html": "\u533b\u8def\u7231\u968f\u884c\uff0c\u5fae\u4fe1\u5c0f\u7a0b\u5e8f\uff0c\u805a\u7126\u4e8e\u672c\u5730\u670d\u52a1\u7684\u4fe1\u606f\u64ae\u5408\u5e73\u53f0\uff0c\u4f9d\u6258\u5fae\u4fe1\u751f\u6001\uff0c\u80fd\u4e0d\u80fd\u62c9\u5230\u6295\u8d44\uff1f\u5168\u6d41\u7a0b\u5df2\u7ecf\u8dd1\u901a\uff0c\u670d\u52a1\u5df2\u7ecf\u4e0a\u7ebf\u4e86"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/andyJado", 
        "name": "andyJado", 
        "avatar": "https://cdn.v2ex.com/avatar/d088/e3a2/582836_large.png?m=1678329191"
      }, 
      "url": "https://www.v2ex.com/t/1186734", 
      "date_modified": "2026-01-19T04:04:42+00:00", 
      "content_html": "<p>\u4e00\u5e74, 200 \u4e07, \u8282\u70b9\u81ea\u5df1\u8bbe\u7f6e(\u8981\u5408\u7406). UE5 + \u4f20\u611f\u5668 + \u7269\u7406\u5f15\u64ce\u62d3\u5c55 in \u7279\u5b9a\u573a\u666f.</p>\n<p>\u81ea\u5df1\u5e72\u597d\u50cf\u4e5f\u4e0d\u662f\u4e0d\u884c, \u4f46\u786e\u5b9e\u6bd4\u4ee5\u524d\u7684\u90fd\u5927, \u4f46\u771f\u5e72\u597d\u50cf\u4e5f\u4e0d\u662f\u4e0d\u884c. </p>\n<p>\u62db\u4eba\u53c8\u89c9\u5f97\u98ce\u9669\u7279\u522b\u5927, \u7ecf\u9a8c\u4e3a 0, \u8fc8\u4e0d\u51fa\u7b2c\u4e00\u6b65, \u800c\u4e14\u60f3\u8fd9\u4e2a\u5c31\u6ca1\u6cd5\u94bb\u5230\u6280\u672f\u7ec6\u8282\u91cc. </p>\n<p>\u6211\u6210\u5e03\u91cc\u4e39\u7684\u9a74\u4e86. hello, world, need help.</p>\n", 
      "date_published": "2026-01-19T03:21:24+00:00", 
      "title": "\u62c9\u5230\u6295\u8d44\u4e86, \u5408\u540c\u7b7e\u4e86, \u81ea\u5df1\u505a\u8fd8\u662f\u62db\u4eba\u5e72?", 
      "id": "https://www.v2ex.com/t/1186734"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/sc0303", 
        "name": "sc0303", 
        "avatar": "https://cdn.v2ex.com/gravatar/8aaaeb3c7a111ee323a3015e53d4fd49?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1186629", 
      "title": "\u521d\u521b\u56e2\u961f\u62db AI Agent \u6280\u672f\u8d1f\u8d23\u4eba\uff08\u5408\u4f19\u4eba/CTO\uff09", 
      "id": "https://www.v2ex.com/t/1186629", 
      "date_published": "2026-01-18T14:23:12+00:00", 
      "content_html": "\u529e\u516c\u5730\u5740\uff1a\u4e0a\u6d77\u6d66\u4e1c\u00b7\u5357\u6c47\u65b0\u57ce | \u667a\u8403\u79d1\u6280\u4e2d\u5fc3<br />\u516c\u53f8\u63d0\u4f9b\u514d\u8d39\u4f4f\u5bbf\uff08\u9644\u8fd1\u5c0f\u533a\uff0c\u4e09\u5ba4\u4e00\u5385\uff0c\u6bcf\u4e2a\u4eba\u72ec\u7acb\u623f\u95f4\uff0c\u6b65\u884c\u4e0a\u4e0b\u73ed\uff09<br /><br />\u5f85\u9047\uff1a<br />\u4e0d\u4f4e\u7684\u57fa\u7840\u85aa\u8d44+\u5408\u4f19\u4eba\u7684\u7ea7\u522b\u7684\u80a1\u6743<br /><br />\u8981\u6c42\uff1a<br />\u5168\u804c\uff0c\u81f3\u5c11\u4e00\u5e74\u4ee5\u4e0a\u7684\u5de5\u4f5c\u7ecf\u9a8c\uff0c\u6709\u521b\u4e1a\u7ecf\u5386\u4f18\u5148\uff0c\u6709\u521b\u4e1a\u60f3\u6cd5\u4f18\u5148\uff0c\u5927\u6a21\u578b\u72c2\u70ed\u8005\u4f18\u5148\uff0c\u6280\u672f\u57fa\u7840\u624e\u5b9e\u3002<br />________________________________________<br />\u6211\u4eec\u5728\u505a\u4ec0\u4e48<br />\u7528 AI \u91cd\u6784\u5185\u5bb9\u751f\u4ea7\u7684\u5168\u94fe\u8def\u2014\u2014\u4ece\u521b\u610f\u751f\u6210\u5230\u591a\u5e73\u53f0\u5206\u53d1\uff0c\u518d\u5230\u6570\u636e\u590d\u76d8\u4e0e\u81ea\u52a8\u4f18\u5316\u3002\u76ee\u6807\u662f\u6253\u9020\"\u4e00\u952e\u751f\u6210\u3001\u5168\u5e73\u53f0\u53d1\u5e03\u3001\u6570\u636e\u9a71\u52a8\u8fed\u4ee3\"\u7684\u667a\u80fd\u5185\u5bb9\u5de5\u5382\u3002<br />________________________________________<br />\u4f60\u5c06\u8d1f\u8d23<br />1. AI \u5185\u5bb9\u751f\u6210\u5f15\u64ce<br />\u2022\t\u57fa\u4e8e GPT/Claude/Qwen \u7b49\u5927\u6a21\u578b\uff0c\u6784\u5efa\u591a\u6a21\u6001\u5185\u5bb9\u751f\u6210\u80fd\u529b\uff08\u56fe\u6587\u3001\u89c6\u9891\u811a\u672c\u3001\u6807\u9898\u3001\u5c01\u9762\u7b49\uff09<br />\u2022\t\u5e94\u7528 RAG \u3001Prompt Engineering \u3001Fine-tuning \u7b49\u6280\u672f\uff0c\u6301\u7eed\u63d0\u5347\u5185\u5bb9\u751f\u6210\u8d28\u91cf<br />\u2022\t\u7ef4\u62a4\u5e73\u53f0\u9002\u914d\u89c4\u5219\u5e93\uff08\u5c0f\u7ea2\u4e66/\u6296\u97f3/B \u7ad9/YouTube/X \u7b49\u7684\u683c\u5f0f\u3001\u65f6\u957f\u3001\u6807\u7b7e\u7b56\u7565\uff09<br />2. \u667a\u80fd\u53d1\u5e03 Pipeline<br />\u2022\t\u4f7f\u7528 Dify / Coze / LangChain / Airflow /n8n \u7b49\u5de5\u5177\uff0c\u642d\u5efa\u7aef\u5230\u7aef\u81ea\u52a8\u5316\u53d1\u5e03\u6d41\u7a0b<br />\u2022\t\u5b9e\u73b0\"\u4e00\u952e\u5168\u5e73\u53f0\u5206\u53d1\"\uff0c\u542b\u72b6\u6001\u68c0\u6d4b\u3001\u5f02\u5e38\u91cd\u8bd5\u3001A/B \u53d8\u4f53\u6d4b\u8bd5<br />\u2022\t\u6253\u901a\"\u751f\u4ea7\u2192\u53d1\u5e03\u2192\u6570\u636e\u56de\u6d41\u2192\u6a21\u578b\u4f18\u5316\"\u7684\u5b8c\u6574\u95ed\u73af<br />3. \u540e\u7aef\u67b6\u6784\u4e0e\u5de5\u5177\u5f00\u53d1<br />\u2022\t\u8d1f\u8d23\u7cfb\u7edf\u540e\u7aef\u67b6\u6784\u8bbe\u8ba1\u4e0e\u5f00\u53d1\uff08 Python/Go/Java \u5747\u53ef\uff09<br />\u2022\t\u8d1f\u8d23\u5185\u5bb9\u5de5\u5177\u7684\u5f00\u53d1\uff0c\u4e0d\u9650\u4e8e\u5b98\u7f51\u3001\u521b\u4f5c\u8005\u5de5\u5177\u3001\u5185\u5bb9\u8fd0\u8425\u5de5\u5177\u7b49\u3002<br />\u2022\t\u8bbe\u8ba1 RESTful API \uff0c\u4fdd\u969c\u9ad8\u53ef\u7528\u3001\u9ad8\u6027\u80fd<br />\u2022\t\u6570\u636e\u5e93\u8bbe\u8ba1\u4e0e\u4f18\u5316\uff0c\u652f\u6491\u5185\u5bb9\u751f\u4ea7\u5168\u94fe\u8def\u6570\u636e\u7ed3\u6784\u5316<br />________________________________________<br />\u6211\u4eec\u9700\u8981\u4f60<br />\u5fc5\u987b\u6ee1\u8db3\uff08\u5426\u5219\u8bf7\u52ff\u6295\u9012\uff09<br />\u2022\t\u81f3\u5c11\u7cbe\u901a\u4e00\u95e8\u670d\u52a1\u7aef\u8bed\u8a00\uff0c\u6709\u5b9e\u9645\u9879\u76ee\u7ecf\u9a8c<br />\u2022\t\u719f\u6089 AI \u5de5\u5177\u94fe\uff08 Dify / Coze / Cursor / ChatGPT / Midjourney \u7b49\uff09\uff0c\u65e5\u5e38\u5f00\u53d1\u5df2\u79bb\u4e0d\u5f00 AI<br />\u2022\t\u575a\u5b9a\u7684 AI \u4fe1\u4ef0\u8005\uff0c\u4e0d\u662f\u89c2\u671b\uff0c\u662f all in<br />\u2022\t\u5f3a\u81ea\u9a71\u529b\uff0c\u80fd\u5728\u6a21\u7cca\u4e2d\u627e\u5230\u65b9\u5411<br />\u52a0\u5206\u9879<br />\u2022\t\u6709 AIGC \u3001\u722c\u866b\u3001\u5185\u5bb9\u751f\u6210\u76f8\u5173\u7ecf\u9a8c<br />\u2022\t\u6709\u4ea7\u54c1\u610f\u8bc6\uff0c\u7406\u89e3\u5546\u4e1a\u5316\u903b\u8f91<br />\u2022\t\u6709\u8fc7\u521b\u4e1a\u7ecf\u5386\uff0c\u6216\u6b63\u5728\u5bfb\u627e\u521b\u4e1a\u673a\u4f1a<br />\u5b66\u5386\u8981\u6c42<br />\u65e0\uff0c\u6211\u4eec\u770b\u80fd\u529b\u548c\u95ef\u52b2\u3002<br /><br />\u5408\u4f19\u4eba\u6743\u76ca<br />\u2022\u4e0d\u4f4e\u7684\u57fa\u672c\u85aa\u8d44+\u5229\u6da6\u3001\u80a1\u4efd\u5206\u6210<br />\u2022\u4e0d\u753b\u997c\uff0c\u4e0d\u8c08\u524d\u666f\uff0c\u6709\u5229\u6da6\u5c31\u5206\u94b1\u3002<br /><br />\u7b80\u5386\u6295\u9012\u90ae\u7bb1\uff1a hr@ainet.club"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/theechothesoul", 
        "name": "theechothesoul", 
        "avatar": "https://cdn.v2ex.com/gravatar/9e2318b9ba27c55d39e97be815b20d77?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1186303", 
      "title": "\u5bfb\u627e\u201cAI \u7075\u9b42\u67b6\u6784\u5e08\u201d\uff1a\u6253\u9020\u4e00\u4e2a 24 \u5c0f\u65f6\u5728\u7ebf\u7684\u201c\u5e26\u5200\u95fa\u871c\u201d", 
      "id": "https://www.v2ex.com/t/1186303", 
      "date_published": "2026-01-16T10:02:45+00:00", 
      "content_html": "<p>[\u6211\u4eec\u8981\u89e3\u51b3\u7684\u75db\u70b9]  \u5b64\u5355\u7684\u4eba\u5728\u843d\u9b44\u65f6\uff0c\u6700\u5bb9\u6613\u88ab\u795e\u68cd\u6536\u5272\u3002\u6211\u4eec\u8981\u5f00\u53d1\u4e00\u4e2a\u201c\u5185\u6838\u966a\u7ec3\u201dAI \uff0c\u4e0d\u4ec5\u662f\u804a\u53cb\uff0c\u66f4\u662f\u535a\u5f08\u6559\u7ec3\u3002\u54ea\u6015\u4e16\u754c\u662f\u4e00\u4e2a\u5de8\u5927\u7684\u8349\u53f0\u73ed\u5b50\uff0c\u4e5f\u8981\u8ba9\u5973\u5b69\u4eec\u5728\u8fd9\u4e2a\u73ed\u5b50\u91cc\u5750\u5934\u7b49\u8231\u3002\u90a3\u79cd\u201c\u9ad8\u538b\u5236\u3001\u6781\u5ea6\u81ea\u50b2\u201d\u7684\u8bed\u611f\uff0c\u4f46\u5185\u6838\u662f\u4fdd\u62a4\u7528\u6237\u3002</p>\n<p>[\u6280\u672f\u96be\u70b9] </p>\n<p>\u8bed\u6599\u6ce8\u5165\uff1a \u6a21\u62df\u591a\u91cd\u4eba\u683c\uff0c\u6211\u8fd9\u6709\u5927\u91cf\u8bed\u6599\u5e93\u3002</p>\n<p>\u60c5\u7eea\u611f\u77e5\uff1a \u80fd\u591f\u8bc6\u522b\u7528\u6237\u5728\u843d\u9b44\u65f6\u7684\u81ea\u5351\u4fe1\u53f7\uff0c\u5e76\u77ac\u95f4\u7528\u201c\u9ad8\u914d\u5f97\u611f\u201d\u903b\u8f91\u8fdb\u884c\u5bf9\u51b2\u3002</p>\n<p>[\u5546\u4e1a\u524d\u666f]  \u6211\u4eec\u5207\u5165\u7684\u662f\u201c\u5973\u6027\u7cbe\u795e\u5b89\u5168\u201d\u548c\u201c\u9ad8\u7aef\u535a\u5f08\u54a8\u8be2\u201d\u7684\u84dd\u6d77\u3002\u7528\u6237\u4e0d\u4ec5\u5728\u4e70\u5bf9\u8bdd\uff0c\u662f\u5728\u4e70\u4e00\u79cd\u201c\u5728\u8fd9\u4e2a\u4e16\u754c\u6a2a\u7740\u8d70\u201d\u7684\u5e95\u6c14\u3002</p>\n<p>\u6211\u4eec\u4e0d\u6559\u5973\u5b69\u53d8\u574f\uff0c\u6211\u4eec\u6559\u5979\u4eec\u5728\u8fd9\u4e2a\u4e0d\u53cb\u597d\u7684\u4e16\u754c\u91cc\uff0c\u5982\u4f55\u66f4\u6709\u5c0a\u4e25\u5730\u201c\u72e0\u201d\u4e0b\u53bb\u3002\u5f81\u96c6\u82f1\u96c4\uff0c\u6211\u4eec\u8981\u505a\u4e00\u4e2a\u201c\u5e2e\u4f60\u6495\u903c\u3001\u5e26\u4f60\u53d8\u72e0\u201d\u7684 \u4eba\u751f\u966a\u7ec3 App \u3002</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/xming", 
        "name": "xming", 
        "avatar": "https://cdn.v2ex.com/avatar/50b2/17bc/57142_large.png?m=1768436788"
      }, 
      "url": "https://www.v2ex.com/t/1185771", 
      "date_modified": "2026-01-15T01:37:02+00:00", 
      "content_html": "<hr/>\n<h2>\u5173\u4e8e\u6211\u4eec</h2>\n<p>\u6211\u4eec\u662f\u4e00\u5bb6\u4e13\u6ce8\u4e8e<strong>\u534e\u4eba\u7559\u5b66\u751f\u96c6\u8fd0\u670d\u52a1</strong>\u7684\u65b0\u5174\u516c\u53f8\uff0c\u81f4\u529b\u4e8e\u4e3a\u6d77\u5916\u534e\u4eba\u63d0\u4f9b\u4fbf\u6377\u3001\u5b89\u5168\u3001\u9ad8\u6027\u4ef7\u6bd4\u7684\u56fd\u9645\u5305\u88f9\u8f6c\u8fd0\u670d\u52a1\u3002</p>\n<h3>\u2708\ufe0f \u6838\u5fc3\u670d\u52a1</h3>\n<table>\n<thead>\n<tr>\n<th>\u670d\u52a1\u7279\u8272</th>\n<th>\u8bf4\u660e</th>\n</tr>\n</thead>\n<tbody>\n<tr>\n<td><strong>\u7a7a\u8fd0\u5305\u7a0e</strong></td>\n<td>\u4e00\u53e3\u4ef7\u5168\u5305\uff0c\u65e0\u9690\u85cf\u8d39\u7528\uff0c\u6e05\u5173\u65e0\u5fe7</td>\n</tr>\n<tr>\n<td><strong>\u666e\u8d27\u8fd0\u8f93</strong></td>\n<td>\u65e5\u7528\u54c1\u3001\u670d\u9970\u3001\u7535\u5b50\u4ea7\u54c1\u7b49\u5e38\u89c4\u7269\u54c1</td>\n</tr>\n<tr>\n<td><strong>\u654f\u611f\u7269\u54c1</strong></td>\n<td>\u98df\u54c1\u3001\u836f\u54c1\u3001\u5316\u5986\u54c1\u3001\u6db2\u4f53\u7b49\u7279\u6b8a\u7269\u54c1\u5747\u53ef\u627f\u8fd0</td>\n</tr>\n<tr>\n<td><strong>\u65f6\u6548\u7a33\u5b9a</strong></td>\n<td>\u7a7a\u8fd0\u76f4\u98de\uff0c\u65f6\u6548\u5feb\u901f\u6709\u4fdd\u969c</td>\n</tr>\n</tbody></table><h3>\ud83c\udf0d \u4e1a\u52a1\u8986\u76d6\u533a\u57df</h3>\n<table>\n<thead>\n<tr>\n<th>\u5730\u533a</th>\n<th>\u56fd\u5bb6/\u533a\u57df</th>\n</tr>\n</thead>\n<tbody>\n<tr>\n<td>\ud83c\udde8\ud83c\udde6 <strong>\u5317\u7f8e</strong></td>\n<td>\u52a0\u62ff\u5927\u5168\u5883</td>\n</tr>\n<tr>\n<td>\ud83c\uddec\ud83c\udde7 <strong>\u82f1\u56fd</strong></td>\n<td>\u82f1\u56fd\u5168\u5883</td>\n</tr>\n<tr>\n<td>\ud83c\uddea\ud83c\uddfa <strong>\u6b27\u76df</strong></td>\n<td>\u5fb7\u56fd\u3001\u6cd5\u56fd\u3001\u610f\u5927\u5229\u3001\u897f\u73ed\u7259\u3001\u8377\u5170\u3001\u7231\u5c14\u5170\u7b49\u6b27\u76df\u56fd\u5bb6</td>\n</tr>\n</tbody></table><hr/>\n<h2>\ud83e\udd1d \u5408\u4f5c\u6a21\u5f0f</h2>\n<p>\u6211\u4eec\u6b63\u5728\u5bfb\u627e<strong>\u62e5\u6709\u72ec\u7acb\u6d41\u91cf</strong>\u7684\u4e2a\u4eba\u5f00\u53d1\u8005\uff0c\u901a\u8fc7\u6d41\u91cf\u5408\u4f5c\u5b9e\u73b0\u4e92\u5229\u5171\u8d62\uff1a</p>\n<h3>\ud83d\udcb0 \u5e95\u85aa + CPS \u5206\u6210\uff08\u53cc\u91cd\u6536\u76ca\u4fdd\u969c\uff09</h3>\n<table>\n<thead>\n<tr>\n<th>\u6536\u76ca\u7c7b\u578b</th>\n<th>\u8bf4\u660e</th>\n</tr>\n</thead>\n<tbody>\n<tr>\n<td><strong>\u56fa\u5b9a\u5e95\u85aa</strong></td>\n<td>\u6839\u636e\u6d41\u91cf\u89c4\u6a21\u8bc4\u4f30\uff0c\u6bcf\u6708\u53d1\u653e\u56fa\u5b9a\u5408\u4f5c\u8d39\u7528\uff0c\u6536\u5165\u6709\u4fdd\u969c</td>\n</tr>\n<tr>\n<td><strong>CPS \u5206\u6210</strong></td>\n<td>\u5728\u5e95\u85aa\u57fa\u7840\u4e0a\uff0c\u6309\u5b9e\u9645\u6210\u4ea4\u8ba2\u5355\u91d1\u989d\u989d\u5916\u5206\u6210\uff0c\u4e0a\u4e0d\u5c01\u9876</td>\n</tr>\n</tbody></table><h2><strong>\u793a\u4f8b</strong>\uff1a\u5047\u8bbe\u60a8\u7684\u5e94\u7528\u6708\u6d3b 1000+\uff0c\u53ef\u83b7\u5f97 <strong>XXX \u5143/\u6708\u5e95\u85aa + \u8ba2\u5355\u91d1\u989d X% \u5206\u6210</strong></h2>\n<h3>\ud83c\udf31 \u6f5c\u529b\u5f00\u53d1\u8005\u6276\u6301\u8ba1\u5212</h3>\n<p><strong>\u6d41\u91cf\u6682\u65f6\u4e0d\u5927\uff1f\u6ca1\u5173\u7cfb\uff01\u6211\u4eec\u66f4\u770b\u91cd\u6f5c\u529b\u548c\u6210\u957f\u6027\uff01</strong></p>\n<p>\u5982\u679c\u4f60\u7684\u5e94\u7528\u76ee\u524d\u6d41\u91cf\u8f83\u5c0f\uff0c\u4f46\u4ea7\u54c1\u65b9\u5411\u660e\u786e\u3001\u7528\u6237\u7fa4\u4f53\u7cbe\u51c6\uff0c\u6211\u4eec\u540c\u6837\u6b22\u8fce\u4f60\u52a0\u5165</p>\n<hr/>\n<h2>\ud83d\udc8e \u5408\u4f5c\u4f18\u52bf</h2>\n<ol>\n<li><strong>\u521a\u9700\u670d\u52a1</strong> \u2014 \u7559\u5b66\u751f\u7fa4\u4f53\u8fd0\u9001\u9700\u6c42\u65fa\u76db\uff0c\u8f6c\u5316\u7387\u9ad8</li>\n<li><strong>\u5305\u7a0e\u65e0\u5fe7</strong> \u2014 \u4e00\u53e3\u4ef7\u5305\u7a0e\u6a21\u5f0f\uff0c\u7528\u6237\u4e0b\u5355\u65e0\u987e\u8651\uff0c\u8f6c\u5316\u66f4\u5bb9\u6613</li>\n<li><strong>\u654f\u611f\u53ef\u8fd0</strong> \u2014 \u98df\u54c1\u3001\u836f\u54c1\u3001\u5316\u5986\u54c1\u7b49\u654f\u611f\u7269\u54c1\u5747\u53ef\u627f\u8fd0\uff0c\u8986\u76d6\u66f4\u591a\u9700\u6c42\u573a\u666f</li>\n<li><strong>\u9ad8\u5ba2\u5355\u4ef7</strong> \u2014 \u7a7a\u8fd0\u96c6\u8fd0\u5ba2\u5355\u4ef7\u8f83\u9ad8\uff0c\u5206\u6210\u6536\u76ca\u53ef\u89c2</li>\n<li><strong>\u957f\u671f\u590d\u8d2d</strong> \u2014 \u7528\u6237\u7c98\u6027\u5f3a\uff0c\u6301\u7eed\u4ea7\u751f\u6536\u76ca</li>\n<li><strong>\u6280\u672f\u652f\u6301</strong> \u2014 \u63d0\u4f9b\u5b8c\u5584\u7684 API \u6587\u6863\u548c\u5bf9\u63a5\u652f\u6301</li>\n<li><strong>\u7075\u6d3b\u7ed3\u7b97</strong> \u2014 \u652f\u6301\u6708\u7ed3/\u5468\u7ed3\uff0c\u591a\u79cd\u652f\u4ed8\u65b9\u5f0f</li>\n</ol>\n<hr/>\n<h2>\ud83d\udcec \u8054\u7cfb\u65b9\u5f0f</h2>\n<p>\u5982\u679c\u60a8\u5bf9\u5408\u4f5c\u611f\u5174\u8da3\uff0c\u6b22\u8fce\u901a\u8fc7\u4ee5\u4e0b\u65b9\u5f0f\u8054\u7cfb\u6211\u4eec\uff1a</p>\n<ul>\n<li><strong>\u5fae\u4fe1</strong>\uff1abantian0921</li>\n<li><strong>\u90ae\u7bb1</strong>\uff1a <a href=\"mailto:waitla@foxmail.com\">waitla@foxmail.com</a>\n\u8bf7\u5728\u8054\u7cfb\u65f6\u7b80\u8981\u8bf4\u660e\uff1a</li>\n</ul>\n<ol>\n<li>\u60a8\u7684\u5e94\u7528\u540d\u79f0\u548c\u7c7b\u578b</li>\n<li>\u76ee\u6807\u7528\u6237\u7fa4\u4f53\uff08\u7559\u5b66\u751f/\u534e\u4eba\uff09</li>\n<li>\u76ee\u524d\u72b6\u6001\uff08\u5df2\u4e0a\u7ebf/\u5f00\u53d1\u4e2d/\u89c4\u5212\u4e2d\u5747\u53ef\uff09</li>\n</ol>\n<hr/>\n<p><em>\u672c\u62db\u52df\u957f\u671f\u6709\u6548\uff0c\u6b22\u8fce\u968f\u65f6\u8054\u7cfb\u6d3d\u8c08</em></p>\n", 
      "date_published": "2026-01-15T00:52:00+00:00", 
      "title": "\ud83d\ude80 \u516c\u53f8\u8bda\u9080\u4e2a\u4eba\u5f00\u53d1\u8005\u5408\u4f5c | \u534e\u4eba\u7559\u5b66\u96c6\u8fd0\u4e1a\u52a1\u6d41\u91cf\u53d8\u73b0", 
      "id": "https://www.v2ex.com/t/1185771"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/2freeme", 
        "name": "2freeme", 
        "avatar": "https://cdn.v2ex.com/gravatar/ad5909c406a22ccde888ec6aba9e4dc6?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1185758", 
      "date_modified": "2026-01-15T00:43:37+00:00", 
      "content_html": "<p>\u5982\u679c\u4f60\u4e5f\u76f8\u4fe1\u2018\u521b\u4e1a\u7684\u771f\u7406\u5728\u4e8e\u7528\u6700\u4f4e\u6210\u672c\u5feb\u901f\u8bd5\u9519\u2019\uff0c\u800c\u4e0d\u662f\u5199\u51e0\u4e07\u884c\u5b8c\u7f8e\u7684\u4ee3\u7801\uff0c\u90a3\u4e48\uff0c\u6211\u4eec\u627e\u7684\u5c31\u662f\u4f60\u3002</p>\n<p>\u4e00\u3001\u6211\u4eec\u662f\u8c01\uff1f\u2014\u2014 AI \u9a71\u52a8\uff0c\u526f\u4e1a\u8fdb\u573a\uff0c\u76ee\u6807\u660e\u786e\n\u6211\u4eec\u662f\u4e00\u4e2a\u91c7\u7528 AI \u5de5\u4f5c\u6d41\u8fdb\u884c\u673a\u4f1a\u6316\u6398\u4e0e\u51b3\u7b56\u7684\u521b\u4e1a\u56e2\u961f\u3002\u4e0e\u4f20\u7edf\u516c\u53f8\u4e0d\u540c\uff0c\u6211\u4eec\u6240\u6709\u6210\u5458\u5747\u4ee5\u526f\u4e1a\u8eab\u4efd\u517c\u804c\u5165\u573a\uff0c\u7528\u4e3b\u4e1a\u4e4b\u5916\u7684\u667a\u6167\u548c\u7cbe\u529b\uff0c\u7ec4\u5efa\u7cbe\u9510\u5c0f\u961f\uff0c\u5171\u540c\u535a\u53d6\u5355\u4e2a\u9879\u76ee\u6210\u529f\u6240\u5e26\u6765\u7684\u9ad8\u989d\u80a1\u4efd\u56de\u62a5\u3002</p>\n<p>\u6211\u4eec\u7684\u6838\u5fc3\u6a21\u5f0f\u5b8c\u5168\u590d\u523b \u201c\u6b7b\u4e86\u5417\u201d\u7684\u6210\u529f\u903b\u8f91\uff1a\u4e0d\u641e\u5b8f\u5927\u53d9\u4e8b\uff0c\u4e0d\u8ffd\u6c42\u6280\u672f\u590d\u6742\u5ea6\uff0c\u53ea\u7528\u6700\u4f4e\u6210\u672c\u3001\u6700\u5c11\u4ee3\u7801\u3001\u6700\u7b80\u529f\u80fd\uff0c\u7cbe\u51c6\u523a\u7a7f\u4e00\u4e2a\u771f\u5b9e\u3001\u521a\u6027\u7684\u4ed8\u8d39\u75db\u70b9\uff0c\u5e76\u5728\u5e02\u573a\u4e2d\u8fdb\u884c\u95ea\u7535\u9a8c\u8bc1\u3002\u5bf9\u6211\u4eec\u800c\u8a00\uff0c\u4ee3\u7801\u884c\u6570\u8d8a\u5c11\u8d8a\u597d\uff0c\u529f\u80fd\u5217\u8868\u8d8a\u77ed\u8d8a\u597d\u3002</p>\n<p>\u4e8c\u3001\u6211\u4eec\u7684\u56e2\u961f\u5982\u4f55\u8fd0\u4f5c\uff1f\u2014\u2014 \u56db\u4eba\u6218\u6597\u5c0f\u7ec4\uff0c\u7f3a\u4e00\u4e0d\u53ef\n\u6bcf\u4e2a\u72ec\u7acb\u7684\u521b\u4e1a\u9879\u76ee\uff0c\u90fd\u4f1a\u6807\u914d\u4e00\u4e2a\u56db\u4eba\u6218\u6597\u5c0f\u7ec4\uff0c\u5728\u4e1a\u4f59\u65f6\u95f4\u9ad8\u6548\u534f\u540c\u3002\u6211\u4eec\u9700\u8981\u4ee5\u4e0b\u56db\u4f4d\u201c\u7279\u79cd\u5175\u201d\uff1a</p>\n<p>\u00b7 1. \u5546\u4e1a\u67b6\u6784\u5e08\n\u00b7\u6838\u5fc3\u804c\u8d23\uff1a\u8fd0\u7528\u6d1e\u5bdf\u4e0e AI \u5206\u6790\u5de5\u5177\uff0c\u53d1\u73b0\u5e76\u5b9a\u4e49\u90a3\u4e2a\u201c\u5c0f\u800c\u75db\u201d\u3001\u4e14\u613f\u610f\u4ed8\u8d39\u7684\u9700\u6c42\uff1b\u8bbe\u8ba1\u6e05\u6670\u7684\u76c8\u5229\u95ed\u73af\u4e0e\u9a8c\u8bc1\u6307\u6807\u3002\n\u00b7\u5173\u952e\u8981\u6c42\uff1a\u5bf9\u5e02\u573a\u548c\u4eba\u6027\u6709\u654f\u9510\u55c5\u89c9\uff0c\u903b\u8f91\u4e25\u8c28\uff0c\u7ed3\u679c\u5bfc\u5411\u3002\n\u00b7 2. \u6280\u672f\u67b6\u6784\u5e08\n\u00b7\u6838\u5fc3\u804c\u8d23\uff1a\u6838\u5fc3\u4ef7\u503c\u662f\u201c\u505a\u51cf\u6cd5\u201d\u3002\u5c06\u5546\u4e1a\u9700\u6c42\u7ffb\u8bd1\u4e3a\u6700\u5feb\u3001\u6700\u7701\u3001\u6700\u7a33\u7684\u6280\u672f\u65b9\u6848\uff0c\u575a\u51b3\u62d2\u7edd\u8fc7\u5ea6\u8bbe\u8ba1\u4e0e\u5f00\u53d1\uff1b\u4e3b\u5bfc\u6781\u7b80\u6280\u672f\u9009\u578b\uff0c\u5e76\u4eb2\u624b\u7f16\u5199\u6838\u5fc3\u6846\u67b6\u4e0e\u5173\u952e\u4ee3\u7801\u3002\n\u00b7\u5173\u952e\u8981\u6c42\uff1a\u517c\u5907\u67b6\u6784\u601d\u7ef4\u4e0e\u5f3a\u608d\u7f16\u7801\u80fd\u529b\uff0c\u6df1\u523b\u7406\u89e3\u201c\u6700\u5c11\u4ee3\u7801\u201d\u539f\u5219\uff0c\u662f\u56e2\u961f\u7684\u201c\u6280\u672f\u951a\u70b9\u201d\u3002\n\u00b7 3. \u540e\u7aef\u5f00\u53d1\u5de5\u7a0b\u5e08\n\u00b7\u6838\u5fc3\u804c\u8d23\uff1a\u5728\u65e2\u5b9a\u6781\u7b80\u67b6\u6784\u4e0b\uff0c\u9ad8\u6548\u5b9e\u73b0\u6700\u5fc5\u8981\u7684\u670d\u52a1\u5668\u3001\u6570\u636e\u5e93\u4e0e\u63a5\u53e3\u3002\u4f60\u7684\u76ee\u6807\u662f\u201c\u8ba9\u6838\u5fc3\u6d41\u7a0b\u8dd1\u901a\u201d\uff0c\u800c\u4e0d\u662f\u6784\u5efa\u4e00\u4e2a\u5b8c\u7f8e\u7cfb\u7edf\u3002\n\u00b7\u5173\u952e\u8981\u6c42\uff1a\u4ee3\u7801\u624e\u5b9e\uff0c\u80fd\u4ee5\u6700\u5c0f\u4ee3\u4ef7\u5b9e\u73b0\u7a33\u5b9a\u53ef\u9760\u7684\u540e\u7aef\u6838\u5fc3\u3002\n\u00b7 4. \u524d\u7aef/\u5c0f\u7a0b\u5e8f\u5f00\u53d1\u5de5\u7a0b\u5e08\n\u00b7\u6838\u5fc3\u804c\u8d23\uff1a\u5feb\u901f\u6784\u5efa\u76f4\u89c2\u3001\u53ef\u7528\u7684\u6700\u5c0f\u5316\u7528\u6237\u754c\u9762\uff0c\u786e\u4fdd\u6838\u5fc3\u7528\u6237\u4f53\u9a8c\u95ed\u73af\u987a\u7545\u3002\u8ffd\u6c42\u201c\u80fd\u7528\u201d\uff0c\u800c\u975e\u201c\u597d\u770b\u201d\u6216\u201c\u5b8c\u6574\u201d\u3002\n\u00b7\u5173\u952e\u8981\u6c42\uff1a\u8ffd\u6c42\u6781\u81f4\u5f00\u53d1\u6548\u7387\uff0c\u80fd\u7cbe\u51c6\u7406\u89e3\u5e76\u8fd8\u539f\u6700\u7b80\u4ea7\u54c1\u610f\u56fe\u3002</p>\n<p>\u4e09\u3001\u4f60\u5fc5\u987b\u8ba4\u540c\u7684\u5408\u4f5c\u89c4\u5219\u2014\u2014 \u98ce\u9669\u5171\u62c5\uff0c\u5229\u76ca\u5171\u4eab</p>\n<ol>\n<li>\u7eaf\u9879\u76ee\u80a1\u4efd\u5236\uff1a\u8fd9\u662f\u8054\u5408\u521b\u4e1a\uff0c\u6ca1\u6709\u56fa\u5b9a\u5de5\u8d44\u3002\u4f60\u7684\u56de\u62a5\u662f\u6240\u5728\u9879\u76ee\u7684\u6e05\u6670\u80a1\u6743\u3002\u9879\u76ee\u76c8\u5229\uff0c\u6309\u80a1\u5206\u7ea2\uff1b\u9879\u76ee\u5931\u8d25\uff0c\u6ca1\u6709\u62a5\u916c\u3002</li>\n<li>\u5feb\u901f\u9a8c\u8bc1\uff0c\u679c\u65ad\u5207\u6362\uff1a\u6211\u4eec\u7528\u4e24\u5230\u4e09\u5468\u65f6\u95f4\u6253\u9020 MVP \u5e76\u83b7\u53d6\u5e02\u573a\u6570\u636e\u3002\u6838\u5fc3\u6307\u6807\u4e0d\u8fbe\u6807\uff0c\u5219\u7acb\u5373\u4fdd\u5b58\u4ee3\u7801\u4e0e\u8d44\u4ea7\uff0c\u5168\u5458\u65e0\u635f\u8017\u5207\u6362\u81f3\u4e0b\u4e00\u4e2a\u5df2\u9a8c\u8bc1\u7684\u65b0\u9879\u76ee\u3002\u6211\u4eec\u8fed\u4ee3\u7684\u662f\u9879\u76ee\uff0c\u79ef\u7d2f\u7684\u662f\u6210\u529f\u6982\u7387\u3002</li>\n<li>\u517c\u804c\u6295\u5165\uff0c\u5168\u804c\u5fc3\u6001\uff1a\u5229\u7528\u4e1a\u4f59\u65f6\u95f4\u534f\u4f5c\uff0c\u4f46\u5fc5\u987b\u4ee5\u521b\u59cb\u4eba\u7684\u8d23\u4efb\u5fc3\u548c\u6267\u884c\u529b\u63a8\u8fdb\uff0c\u786e\u4fdd\u6548\u7387\u3002</li>\n<li>\u6743\u76ca\u4fdd\u969c\uff0c\u7b7e\u7f72\u5408\u540c\uff1a\u9879\u76ee\u542f\u52a8\u524d\uff0c\u6240\u6709\u6210\u5458\u5fc5\u987b\u5171\u540c\u7b7e\u7f72\u6b63\u5f0f\u7684\u9879\u76ee\u5408\u4f19\u534f\u8bae\uff0c\u660e\u786e\u80a1\u6743\u3001\u804c\u8d23\u3001\u51b3\u7b56\u673a\u5236\u4e0e\u9000\u51fa\u6761\u6b3e\uff0c\u786e\u4fdd\u5408\u4f5c\u57fa\u7840\u7262\u56fa\uff0c\u4fdd\u969c\u5404\u65b9\u6743\u76ca\u3002</li>\n</ol>\n<p>\u56db\u3001\u6211\u4eec\u660e\u786e\u62d2\u7edd\u4ee5\u4e0b\u4eba\u7fa4</p>\n<p>\u00b7 \u5bfb\u6c42\u7a33\u5b9a\u5de5\u8d44\u3001\u798f\u5229\u4fdd\u969c\u7684\u6c42\u804c\u8005\u3002\n\u00b7\u65e0\u6cd5\u63a5\u53d7\u9ad8\u98ce\u9669\u3001\u754f\u60e7\u5931\u8d25\uff0c\u6e34\u671b\u201c\u786e\u4fdd\u6210\u529f\u201d\u7684\u53c2\u4e0e\u8005\u3002\n\u00b7\u70ed\u8877\u6280\u672f\u70ab\u6280\u3001\u6c89\u8ff7\u590d\u6742\u67b6\u6784\u3001\u65e0\u6cd5\u63a5\u53d7\u201c\u7528\u6700\u5c11\u4ee3\u7801\u89e3\u51b3\u95ee\u9898\u201d\u7406\u5ff5\u7684\u5f00\u53d1\u8005\u3002\n\u00b7\u7f3a\u4e4f\u5951\u7ea6\u7cbe\u795e\uff0c\u4e0d\u613f\u7b7e\u7f72\u6b63\u5f0f\u9879\u76ee\u5408\u4f19\u534f\u8bae\u7684\u5408\u4f5c\u65b9\u3002</p>\n<p>\u4e94\u3001\u5982\u679c\u4f60\u8bfb\u61c2\u4e86\uff0c\u4e14\u786e\u4fe1\u81ea\u5df1\u662f\u6211\u4eec\u9700\u8981\u7684\u4eba\n\u5982\u679c\u4f60\u6709\u4e00\u4efd\u4e3b\u4e1a\uff0c\u4f46\u5185\u5fc3\u4ecd\u6709\u521b\u4e1a\u7684\u706b\u82d7\uff0c\u6e34\u671b\u7528\u4e13\u4e1a\u80fd\u529b\u535a\u53d6\u66f4\u9ad8\u989d\u7684\u56de\u62a5\uff0c\u5e76\u5b8c\u5168\u8ba4\u540c\u201c\u6700\u5c11\u4ee3\u7801\u3001\u6700\u5feb\u9a8c\u8bc1\u201d\u7684\u6781\u7b80\u521b\u4e1a\u903b\u8f91\u2014\u2014</p>\n<p>\u5982\u679c\u8fd9\u662f\u4f60\u7b49\u5f85\u5df2\u4e45\u7684\u5546\u4e1a\u521b\u4e1a\u6a21\u5f0f\uff0c\u8bf7\u7ed9\u6211\u4eec\u4e00\u4e2a\u673a\u4f1a\uff0c\u7ed9\u81ea\u5df1\u672a\u6765\u4e00\u4e2a\u673a\u4f1a\uff01\u7528 ai \u8fd9\u4e2a\u65f6\u4ee3\u8d4b\u4e88\u6211\u4eec\u7684\u5f3a\u5927\u5de5\u5177\uff0c\u535a\u53d6\u4e00\u4e2a\u65e0\u9650\u53ef\u80fd\u5f97\u672a\u6765\uff01\n\u5982\u6709\u60f3\u6cd5\u8054\u7cfb\u7eff\u6ce1\u6ce1 FW888in \uff0c\u5907\u6ce8\u201cV2EX+\u4f60\u7684\u89d2\u8272\u201d\uff08\u4f8b\u5982\uff1aV2EX-\u6280\u672f\u67b6\u6784\u5e08 \u6216 V2EX-\u540e\u7aef\u5f00\u53d1\uff09\u3002</p>\n", 
      "date_published": "2026-01-14T22:15:47+00:00", 
      "title": "[\u5bfb\u627e n \u4f4d\u201c\u521b\u59cb\u75af\u5b50\u201d] AI \u9a71\u52a8\u00d7\u526f\u4e1a\u5408\u4f19\uff0c\u7528\u201c\u6b7b\u4e86\u5417\u201d\u903b\u8f91\u5feb\u901f\u62a2\u94b1", 
      "id": "https://www.v2ex.com/t/1185758"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/lswlray", 
        "name": "lswlray", 
        "avatar": "https://cdn.v2ex.com/avatar/cc5c/8f45/540539_large.png?m=1761027781"
      }, 
      "url": "https://www.v2ex.com/t/1185729", 
      "title": "\u5c6f\u4e86\u597d\u4e45\u7684\u57df\u540d [TOP100.APP] ,\u6709\u6ca1\u6709\u5174\u8da3\u4e00\u8d77\u505a\u70b9\u4ec0\u4e48\u7684\uff1f", 
      "id": "https://www.v2ex.com/t/1185729", 
      "date_published": "2026-01-14T13:16:51+00:00", 
      "content_html": "\u4eca\u5929\u770b\u5230\u6709\u4eba\u6652\u57df\u540d\u548c\u9879\u76ee\uff0c\u60f3\u8d77\u6765\u4e2a\u5c6f\u4e86\u597d\u4e45\u7684\u57df\u540d  <a target=\"_blank\" href=\"http://TOP100.app\" rel=\"nofollow noopener\">TOP100.app</a><br />\u5f53\u5e74\u60f3\u505a\u4e00\u4e2a\u699c\u5355\u4ea7\u54c1\u7684\uff0c\u4f46\u7cbe\u529b\u4e0d\u591f\uff0c\u5c31\u4e00\u76f4\u5c6f\u7740\u90fd\u5feb\u5fd8\u4e86<br /><br />\u4e0d\u77e5\u9053\u6709\u6ca1\u6709\u6709\u5174\u8da3\u56f4\u7ed5\u8fd9\u4e2a\u4e00\u8d77\u505a\u70b9\u4ec0\u4e48\u7684\u5144\u5f1f\uff1f\u53ef\u4ee5\u52a0\u6211 V \u4e00\u8d77\u804a\u804a\u3002<br />\u9664\u4e86\u57df\u540d\uff0c\u6211\u80fd\u6295\u5165\u7684\u5305\u62ec\uff1a<br />1 \u3001\u8d44\u91d1\uff0c100 \u4e2a\u4ee5\u5185\uff1b<br />2 \u3001\u8fd0\u8425\u8d44\u6e90\uff1b<br />3 \u3001\u5546\u4e1a\u8d44\u6e90\uff1b<br />4 \u3001\u540e\u671f\u878d\u8d44\u7684\u53ef\u80fd\u3002<br /><br />\u987a\u4fbf\u8bb2\u4e00\u4e2a\u6545\u4e8b\uff1a<br /><br />\u6211\u5f53\u5e74\u5728\u67d0\u6559\u80b2\u96c6\u56e2\u670d\u52a1\u65f6\u7684\u4e8b\u513f<br />\u8001\u677f\u6536\u8d2d\u4e86\u4e00\u4e2a\u4ea7\u54c1\uff0c\u662f\u505a \u56fd\u5916\u67d0\u7c7b\u8003\u8bd5 \u670d\u52a1\u7684<br />\u5f53\u65f6\u57fa\u672c\u4e0a\u56fd\u5185\u8fd9\u4e2a\u9886\u57df\u80fd\u5360\u5230 90%\u4ee5\u4e0a\u4efd\u989d<br />\u8001\u677f\u89c9\u5f97\u8fd9\u4e2a\u670d\u52a1\u7684\u7528\u6237\u3001\u548c\u96c6\u56e2\u6838\u5fc3\u4e1a\u52a1\u7684\u7528\u6237\u7fa4\u91cd\u5408\uff0c\u6536\u8d2d\u8fc7\u6765\u80fd\u5bfc\u6d41<br />\u7ed3\u679c\u6536\u8d2d\u5b8c\u4e86\u624d\u610f\u8bc6\u5230\uff1a\u8fd9\u4e2a\u670d\u52a1\u7684\u7528\u6237\u3001\u5176\u5b9e\u662f\u5148\u7ecf\u8fc7\u4e86\u5e02\u9762\u4e0a\u5404\u7c7b\u6559\u80b2\u673a\u6784\u540c\u7c7b\u4e1a\u52a1\u670d\u52a1\u540e\u3001\u624d\u4f1a\u5230\u8fd9\u91cc\u63a5\u53d7\u670d\u52a1\u7684<br />\u4e5f\u5c31\u662f\u6839\u672c\u4e0d\u5b58\u5728\u591a\u5927\u5bfc\u6d41\u7684\u4ef7\u503c\uff0c\u53ea\u6709\u8003\u8bd5\u672a\u901a\u8fc7\u3001\u7136\u540e\u624d\u53ef\u80fd\u518d\u6b21\u5230\u6559\u80b2\u673a\u6784\u91cd\u65b0\u63a5\u53d7\u670d\u52a1<br />\u53ea\u662f\u8fd9\u79cd\u60c5\u51b5\u4e0b\uff0c\u5927\u591a\u6570\u4eba\u8fd8\u4f1a\u9009\u62e9\u539f\u6765\u7684\u6559\u80b2\u673a\u6784\u3002<br /><br />\u5f53\u65f6\u8001\u677f\u5b89\u6392\u6211\u53bb\u89e3\u51b3\u8fd9\u4e2a\u201c\u9e21\u808b\u201d\uff0c\u7ed3\u679c\u53d1\u73b0\u4ed6\u4eec\u4e3a\u4e86\u5e94\u4ed8\u96c6\u56e2\u7684 KPI \uff0c\u5c45\u7136\u628a\u4ec5\u6709\u7684\u4e00\u70b9\u70b9\u4ef7\u503c \u2014\u2014 \u8003\u8bd5\u672a\u901a\u8fc7\u7684\u7528\u6237\u6570\u636e\uff0c\u5c45\u7136\u5356\u7ed9\u4e86\u96c6\u56e2\u7684\u7adf\u5bf9\u6765\u53d8\u73b0\u76c8\u5229\uff01<br /><br />\u4e8e\u662f\u6211\u7ed9\u8001\u677f\u51fa\u4e86 2 \u62db\uff1a<br /><br />\u7b2c\u4e00\u62db\u662f\u548c\u4fdd\u9669\u516c\u53f8\u5408\u4f5c\uff0c\u5356\u8003\u8bd5\u901a\u8fc7\u9669 \u2014\u2014 \u5f53\u65f6\u6211\u5df2\u7ecf\u548c\u67d0\u5bb6\u4fdd\u9669\u516c\u53f8\u8c08\u597d\u3001\u7531\u4ed6\u4eec\u8bbe\u7acb\u4e00\u4e2a\u65b0\u7684\u4e92\u8054\u7f51\u9669\u79cd\uff0c\u5f53\u7528\u6237\u5728\u6211\u4eec\u7684\u4ea7\u54c1\u4e2d\u63a5\u53d7\u670d\u52a1\u65f6\uff0c\u6211\u4eec\u4e0d\u518d\u76f4\u63a5\u670d\u52a1\u8d39\uff08\u5f88\u5c11\u4e14\u6709\u6cd5\u5f8b\u98ce\u9669\uff09\u3001\u800c\u662f\u8f6c\u4e3a\u7528\u6237\u9700\u8981\u8d2d\u4e70\u8003\u8bd5\u9669\uff0c\u901a\u8fc7\u8fd9\u4e2a\u4fdd\u9669\u7684\u5206\u6da6\uff0c\u6211\u4eec\u7684\u6536\u5165\u80fd\u63d0\u5347\u81f3\u5c11 3-5 \u500d\u3002<br /><br />\u7b2c\u4e8c\u62db\u5c31\u5389\u5bb3\u4e86\uff0c\u5c31\u662f\u501f\u52a9\u8fd9\u4e2a\u4ea7\u54c1\u7684\u7528\u6237\u6570\u636e\u3001\u6253\u9020\u6210\u8fd9\u4e2a\u884c\u4e1a\u8d5b\u9053\u4e2d\u7684\u201c\u72ec\u7acb\u8bc4\u7ea7\u673a\u6784\u201d \u2014\u2014 \u56e0\u4e3a\u6211\u4eec\u7684\u7528\u6237\u6765\u81ea\u5404\u4e2a\u6559\u80b2\u673a\u6784\u3001\u5728\u63a5\u53d7\u670d\u52a1\u65f6\u6211\u4eec\u53ef\u4ee5\u6536\u96c6\u5230\u5176\u5728\u6559\u80b2\u673a\u6784\u63a5\u53d7\u670d\u52a1\u7684\u771f\u5b9e\u8bc4\u4ef7\u3001\u6211\u4eec\u53c8\u80fd\u77e5\u9053\u7528\u6237\u7684\u8003\u8bd5\u7ed3\u679c\u3001\u7ed3\u5408\u8bc4\u4ef7\u548c\u7ed3\u679c\uff0c\u6211\u4eec\u5c31\u80fd\u505a\u4e00\u4e2a\u884c\u4e1a\u767d\u76ae\u4e66\uff0c\u6765\u7ed9\u5404\u4e2a\u6559\u80b2\u673a\u6784\u7684\u8fd9\u4e2a\u4e1a\u52a1\u8fdb\u884c\u5b9a\u7ea7 \u2014\u2014 \u8fd9\u4e2a\u770b\u8d77\u6765\u4e0d\u76f4\u63a5\u8d62\u5229\uff0c\u4f46\u5374\u80fd\u591f\u5de6\u53f3\u8fd9\u4e2a\u884c\u4e1a\u4e2d\u6240\u6709\u4f01\u4e1a\u3002<br /><br />\u8bf4\u8fd9\u4e2a\u6545\u4e8b\uff0c\u5176\u5b9e\u5c31\u662f\u60f3\u8bf4\uff0c<a target=\"_blank\" href=\"http://TOP100.APP\" rel=\"nofollow noopener\">TOP100.APP</a> \u5982\u679c\u505a\u699c\u5355\u7c7b\u4ea7\u54c1\u7684\u8bdd\uff0c\u6216\u8bb8\u673a\u4f1a\u5f80\u7c7b\u4f3c\u7684\u65b9\u5411\u53d1\u5c55\u3002"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/alex84852", 
        "name": "alex84852", 
        "avatar": "https://cdn.v2ex.com/gravatar/67a36e32f5319f7814ca921351daba37?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1182753", 
      "date_modified": "2026-01-03T03:54:38+00:00", 
      "content_html": "<p>\u5927\u5bb6\u597d\uff0c\u6211\u6b63\u5728\u5bfb\u627e\u6709\u4ee5\u4e0b\u786c\u4ef6\u7ecf\u9a8c\u7684\u5f00\u53d1\u4eba\u5458\u6216\u5408\u4f5c\u4f19\u4f34\uff1a</p>\n<p>\u4eba\u6570\u8ba1\u6570\u5668 (People Counter): \u7528\u4e8e\u7edf\u8ba1\u96f6\u552e\u5e97\u5185\u7684\u5ba2\u6d41\u91cf\u3002</p>\n<p>\u7535\u5b50\u58a8\u6c34\u663e\u793a\u5c4f (E-Ink / ESL): \u7528\u4e8e\u663e\u793a\u548c\u7ba1\u7406\u96f6\u552e\u4ef7\u683c\u6807\u7b7e\u3002</p>\n<p>\u5927\u5bb6\u90fd\u77e5\u9053\u56fd\u5185\u8fd9\u51e0\u7c7b\u4ea7\u54c1\u65b9\u6848\u5f88\u591a\uff0c\u4f46\u56e0\u4e3a\u56fd\u5bb6\u5b89\u5168\u548c\u6570\u636e\u9690\u79c1\u65b9\u9762\u7684\u8003\u8651\uff0c\u8fd9\u4e9b\u4ea7\u54c1\u4e0d\u51fa\u53e3\u5230\u6d77\u5916\u3002</p>\n<p>\u6211\u5e0c\u671b\u5bfb\u627e\u5408\u4f5c\u4f19\u4f34\uff0c\u5f00\u53d1\u4e00\u5957\u72ec\u7acb\u3001\u5b89\u5168\u3001\u9002\u5408\u51fa\u53e3\u6d77\u5916\u7684\u786c\u4ef6\u65b9\u6848.</p>\n<p>\u6211\u7684\u4e2d\u6587\u4e0d\u592a\u597d\uff0c\u6700\u597d\u60a8\u8bf4\u82f1\u8bed\u3002\u6211\u662f\u534e\u88d4\u7f8e\u56fd\u4eba\u3002\u5982\u679c\u60a8\u6709\u76f8\u5173\u7ecf\u9a8c\u6216\u73b0\u6709\u65b9\u6848\uff0c\u8bf7\u4e0e\u6211\u8054\u7cfb\u3002\n\u6211\u76ee\u524d\u5728\u6df1\u5733\uff0c\u53ef\u4ee5\u98de\u5f80\u4e2d\u56fd\u4efb\u4f55\u5730\u65b9\u4e0e\u60a8\u89c1\u9762\u3002\u62a5\u916c\u53ef\u4ee5\u662f\u85aa\u6c34\u6216\u80a1\u6743\u5f62\u5f0f\u3002</p>\n", 
      "date_published": "2026-01-02T21:42:57+00:00", 
      "title": "[\u5bfb\u6c42\u53d1\u5c55] \u4eba\u6570\u8ba1\u6570\u5668 + \u7535\u5b50\u58a8\u6c34\u663e\u793a\u5c4f", 
      "id": "https://www.v2ex.com/t/1182753"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/Daming798", 
        "name": "Daming798", 
        "avatar": "https://cdn.v2ex.com/avatar/b2b5/a321/577749_large.png?m=1765431970"
      }, 
      "url": "https://www.v2ex.com/t/1182104", 
      "date_modified": "2025-12-30T04:04:07+00:00", 
      "content_html": "<h3>\u6211\u4eec\u5728\u505a\u4ec0\u4e48</h3>\n<p>\u6211\u4eec\u6b63\u5728\u505a\u4e00\u6b3e\u9762\u5411\u4e2d\u5c0f\u4f01\u4e1a\u7684\u7528\u6237\u53cd\u9988\u7ba1\u7406\u4e0e\u5206\u6790\u5de5\u5177 \u2014\u2014 Feedalyze</p>\n<p>\u5b83\u80fd\u591a\u6e20\u9053\u7edf\u4e00\u6536\u96c6\u3001\u9ad8\u6548\u5904\u7406\u3001\u53ef\u89c6\u5316\u5206\u6790\u7528\u6237\u53cd\u9988\uff0c\u5e2e\u52a9\u4e2d\u5c0f\u4f01\u4e1a\u6d1e\u5bdf\u7528\u6237\u9700\u6c42\uff0c\u52a0\u901f\u4ea7\u54c1\u8fed\u4ee3</p>\n<ul>\n<li>\u5b98\u7f51\uff1a <a href=\"https://feedalyze.com/\" rel=\"nofollow\">https://feedalyze.com/</a></li>\n<li>\u4ea7\u54c1\u5bf9\u6807\uff1aUserVoice + Dovetail</li>\n<li>\u76ee\u6807\uff1a\u6210\u4e3a\u56fd\u5185\u4e2d\u5c0f\u4f01\u4e1a\u7684\u201c\u7528\u6237\u53cd\u9988\u57fa\u7840\u8bbe\u65bd\u201d</li>\n</ul>\n<hr/>\n<h3>\u4ea7\u54c1\u89e3\u51b3\u7684\u95ee\u9898</h3>\n<p>\u5728\u5927\u91cf\u4e2d\u5c0f\u4f01\u4e1a\u4e2d\uff0c\u6211\u4eec\u53cd\u590d\u770b\u5230\u8fd9\u4e9b\u73b0\u5b9e\u95ee\u9898\uff1a</p>\n<ul>\n<li>\u4ea7\u54c1\u8fed\u4ee3\u4f9d\u8d56\u7ecf\u9a8c\u548c\u76f4\u89c9\uff0c\u800c\u975e\u771f\u5b9e\u7528\u6237\u9700\u6c42</li>\n<li>\u7528\u6237\u53cd\u9988\u5206\u6563\u5728\u5ba2\u670d\u3001\u793e\u7fa4\u3001\u9500\u552e\u3001\u8868\u5355\u4e2d\uff0c\u5904\u7406\u5206\u6790\u6210\u672c\u9ad8\u6602</li>\n<li>\u5373\u4f7f\u6536\u96c6\u4e86\u53cd\u9988\uff0c\u4e5f\u96be\u4ee5\u5206\u6790\u3001\u5bf9\u6bd4\u548c\u5f62\u6210\u6d1e\u5bdf</li>\n<li>\u4ea7\u54c1\u3001\u7814\u53d1\u3001\u8fd0\u8425\u3001\u5ba2\u670d\u3001\u9500\u552e\u7b49\u90e8\u95e8\u4e4b\u95f4\u4fe1\u606f\u5272\u88c2\uff0c\u91cd\u590d\u52b3\u52a8\u4e25\u91cd\uff0c\u6ca1\u6709\u51c6\u786e\u7684\u5171\u540c\u51b3\u7b56\u4f9d\u636e</li>\n</ul>\n<p>Feedalyze \u6838\u5fc3\u5e0c\u671b\u89e3\u51b3\u7684\u662f\uff1a\u5982\u4f55\u628a\u5206\u6563\u7684\u7528\u6237\u53cd\u9988\uff0c\u8f6c\u5316\u4e3a\u53ef\u51b3\u7b56\u7684\u6d1e\u5bdf\u3002</p>\n<hr/>\n<h3>\u4e3a\u4ec0\u4e48\u73b0\u5728\u503c\u5f97\u505a</h3>\n<ul>\n<li>\u4ea7\u54c1\u5c1a\u672a\u6b63\u5f0f\u4e0a\u7ebf\uff0c\u5df2\u6709 50+ \u4f4d\u8bd5\u7528\u7528\u6237\uff0c10+ \u5bb6\u4f01\u4e1a\u660e\u786e\u8868\u8fbe\u4ed8\u8d39\u610f\u5411</li>\n<li>\u56fd\u5185\u540c\u7c7b\u4ea7\u54c1\u6781\u5c11\uff0c\u5e02\u573a\u5904\u4e8e\u65e9\u671f\u9636\u6bb5</li>\n<li>\u4f01\u4e1a\u6b63\u4ece\u201c\u7c97\u653e\u589e\u957f\u201d\u8f6c\u5411\u201c\u7528\u6237\u5bfc\u5411 + \u7cbe\u7ec6\u5316\u8fed\u4ee3\u201d</li>\n<li>\u9002\u7528\u884c\u4e1a\u5e7f\u6cdb\uff1a\u4e92\u8054\u7f51\u3001SaaS \u3001\u6e38\u620f\u3001\u91d1\u878d\u3001\u5236\u9020\u4e1a\u7b49</li>\n</ul>\n<h3>\u4f60\u5c06\u626e\u6f14\u7684\u89d2\u8272</h3>\n<p>\u4f60\u5c06\u4f5c\u4e3a\u6838\u5fc3\u5408\u4f19\u4eba\u4e4b\u4e00\uff0c\u53c2\u4e0e\u4ea7\u54c1\u4ece 0 \u5230 1 \u7684\u6784\u5efa\uff0c\u5305\u62ec\u4f46\u4e0d\u9650\u4e8e\uff1a</p>\n<ul>\n<li>\u4f7f\u7528 React + Tailwind CSS + shadcn/ui \u6784\u5efa\u6574\u4f53\u524d\u7aef\u67b6\u6784</li>\n<li>\u53c2\u4e0e\u7ec4\u4ef6\u4f53\u7cfb\u3001\u4ea4\u4e92\u89c4\u8303\u548c\u524d\u7aef\u5de5\u7a0b\u5316\u8bbe\u8ba1</li>\n<li>\u4e0e\u540e\u7aef\u534f\u4f5c\uff0c\u63a8\u52a8\u529f\u80fd\u843d\u5730\u3001\u6027\u80fd\u4f18\u5316\u4e0e\u4f53\u9a8c\u6253\u78e8</li>\n<li>\u5bf9\u4ea7\u54c1\u7684\u4fe1\u606f\u7ed3\u6784\u3001\u53ef\u7528\u6027\u548c\u89c6\u89c9\u4f53\u9a8c\u6709\u771f\u5b9e\u8bdd\u8bed\u6743</li>\n</ul>\n<hr/>\n<h3>\u5e0c\u671b\u4f60\u662f\u8fd9\u6837\u7684\u4eba</h3>\n<ul>\n<li>\u6709 1\u20133 \u5e74\u4ee5\u4e0a React + Tailwind / shadcn/ui \u5b9e\u6218\u7ecf\u9a8c</li>\n<li>\u719f\u6089\u5e76\u7406\u89e3\u73b0\u4ee3\u524d\u7aef\u7ec4\u4ef6\u4f53\u7cfb\uff08\u4ee5 shadcn/ui \u4e3a\u4e3b\uff09</li>\n<li>\u5bf9\u524d\u7aef\u4f53\u9a8c\u3001\u5e03\u5c40\u3001\u7f8e\u611f\u548c\u201c\u597d\u7528\u201d\u6709\u81ea\u5df1\u7684\u5224\u65ad</li>\n<li>\u7f16\u7a0b\u4e60\u60ef\u826f\u597d\uff0c\u6267\u884c\u529b\u5f3a\uff0c\u91cd\u89c6\u6548\u7387</li>\n<li>\u4e3a\u4eba\u5766\u8bda\u3001\u6c9f\u901a\u76f4\u63a5\uff0c\u80fd\u957f\u671f\u534f\u4f5c</li>\n</ul>\n<p>\u5730\u70b9\uff1a\u676d\u5dde\u4f18\u5148\uff08\u5e0c\u671b\u80fd\u7ebf\u4e0b\u6c9f\u901a\uff09</p>\n<hr/>\n<h3>\u6211\u4eec\u80fd\u63d0\u4f9b\u4ec0\u4e48</h3>\n<ul>\n<li>\u865a\u62df\u80a1\u6743 + \u5bf9\u5e94\u5206\u7ea2</li>\n<li>\u53c2\u4e0e\u4ea7\u54c1\u65b9\u5411\u4e0e\u56e2\u961f\u5173\u952e\u51b3\u7b56</li>\n<li>\u4e00\u6b21\u98ce\u9669\u53ef\u63a7\u3001\u4f46\u56de\u62a5\u4e0e\u6210\u957f\u4e0d\u53d7\u9650\u7684\u521b\u4e1a\u673a\u4f1a</li>\n</ul>\n<p>\uff08\u80a1\u6743\u4e0e\u5206\u7ea2\u5c06\u4e0e\u957f\u671f\u6295\u5165\u548c\u5b9e\u9645\u8d21\u732e\u7ed1\u5b9a\uff0c\u5177\u4f53\u673a\u5236\u5f53\u9762\u6c9f\u901a\uff09</p>\n<hr/>\n<h3>\u5728\u8054\u7cfb\u6211\u4e4b\u524d\uff0c\u8bf7\u8ba4\u771f\u770b\u5b8c\u8fd9\u6bb5</h3>\n<ul>\n<li>\u5982\u679c\u4f60\u5e0c\u671b\u7684\u662f\u7a33\u5b9a\u9ad8\u85aa\u7684\u5de5\u4f5c\uff0c\u6216\u77ed\u671f\u73b0\u91d1\u56de\u62a5\uff0c\u8fd9\u6b21\u673a\u4f1a\u53ef\u80fd\u4e0d\u9002\u5408\u4f60</li>\n<li>\u5982\u679c\u4f60\u5e0c\u671b\u5728\u4e3b\u4e1a\u4e4b\u5916\uff0c\u6784\u5efa\u4e00\u4e2a\u957f\u671f\u3001\u53ef\u6301\u7eed\u7684\u6536\u5165\u6765\u6e90\uff0c\u8fd9\u6b21\u673a\u4f1a\u503c\u5f97\u4e00\u8bd5</li>\n<li>\u5982\u679c\u4f60\u8fd8\u5e0c\u671b\u9010\u6b65\u62e5\u6709\u751f\u4ea7\u8d44\u6599\u3001\u53c2\u4e0e\u771f\u5b9e\u5546\u4e1a\uff0c\u800c\u4e0d\u53ea\u662f\u201c\u6253\u5de5\u201d\uff0c\u8fd9\u662f\u4e00\u6b21\u4f4e\u98ce\u9669\u7684\u521b\u4e1a\u5b9e\u8df5</li>\n<li>\u5982\u679c\u4f60\u5bf9\u8fd9\u4e2a\u4ea7\u54c1\u672c\u8eab\u5e76\u4e0d\u611f\u5174\u8da3\uff0c\u6216\u4e0d\u8ba4\u53ef\u5b83\u7684\u5546\u4e1a\u4ef7\u503c\uff0c\u8bf7\u4e0d\u8981\u52c9\u5f3a\u81ea\u5df1</li>\n</ul>\n<hr/>\n<p>\u8054\u7cfb\u65b9\u5f0f\uff1a</p>\n<ul>\n<li>\n<p>\u5982\u679c\u5bf9\u8fd9\u4e2a\u673a\u4f1a\u611f\u5174\u8da3\uff0c\u6b22\u8fce\u52a0\u5fae\u4fe1\u4e00\u8d77\u804a\u804a\uff0c\u5403\u4e2a\u996d\u3002\u6dfb\u52a0\u65f6\u8bf7\u5907\u6ce8\uff1a\u59d3\u540d + React</p>\n</li>\n<li>\n<p>\u6211\u7684\u5fae\u4fe1\uff1aM-ing2020</p>\n</li>\n</ul>\n", 
      "date_published": "2025-12-30T03:14:58+00:00", 
      "title": "\u62db\u52df\u4e00\u4f4d\u524d\u7aef\u5408\u4f19\u4eba\uff08React + Tailwind + shadcn/ui\uff09", 
      "id": "https://www.v2ex.com/t/1182104"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/Arlan", 
        "name": "Arlan", 
        "avatar": "https://cdn.v2ex.com/avatar/cffe/0547/781068_large.png?m=1766859552"
      }, 
      "url": "https://www.v2ex.com/t/1181664", 
      "date_modified": "2025-12-28T01:54:43+00:00", 
      "content_html": " [\u5c97\u4f4d\u798f\u5229] <br /> \u4e0a\u73ed\u65f6\u95f4\u7075\u6d3b\u81ea\u7531\uff0c\u652f\u6301\u5168\u7403\u8fdc\u7a0b\u529e\u516c\uff0c\u65e0\u9700\u5750\u73ed\u3002<br /> \u6838\u5fc3\u56e2\u961f\u6fc0\u52b1\uff0c\u901a\u8fc7\u9879\u76ee\u7206\u53d1\u5b9e\u73b0\u957f\u671f\u7684\u8d22\u52a1\u81ea\u7531\u3002<br /> \u63d0\u4f9b\u51fa\u56fd\u5916\u6d3e\u53ca\u6d77\u5916\u5e02\u573a\u62d3\u5c55\u673a\u4f1a\u3002<br /><br /> [\u5c97\u4f4d\u8981\u6c42] <br /> 1.5 \u5e74\u4ee5\u4e0a\u786c\u6838\u5168\u6808\u5f00\u53d1\u7ecf\u9a8c\uff0c\u7cbe\u901a\u5fae\u4fe1\u5c0f\u7a0b\u5e8f\u539f\u751f\u5f00\u53d1\u53ca App (Flutter/React Native) \u5f00\u53d1\uff1b\u540e\u7aef\u6df1\u8015 Node.js / Go / Python \uff08\u81f3\u5c11\u7cbe\u901a\u5176\u4e00\uff09\u3002<br /> 2.\u5177\u5907\u6df1\u539a\u7684\u4ee3\u7801\u9605\u8bfb\u4e0e\u5ba1\u7f8e\u80fd\u529b\u3002\u5fc5\u987b\u662f Cursor / AI Coding \u7684\u91cd\u5ea6\u4f7f\u7528\u8005\uff0c\u80fd\u591f\u5229\u7528 AI \u5de5\u5177\u5b9e\u73b0\u5f00\u53d1\u6548\u7387\u7684\u500d\u589e\uff0c\u5e76\u80fd\u5efa\u7acb AI \u8f85\u52a9\u5f00\u53d1\u7684\u6807\u51c6\u6d41\u7a0b\u3002<br />3.\u5bf9 LBS \uff08\u5730\u7406\u4f4d\u7f6e\u670d\u52a1\uff09\u3001\u9ad8\u5e76\u53d1\u5b9e\u65f6\u4ea4\u4e92\u53ca\u590d\u6742\u4efb\u52a1\u7cfb\u7edf\u6709\u6df1\u539a\u7684\u7406\u89e3\u548c\u67b6\u6784\u8bbe\u8ba1\u7ecf\u9a8c\u3002<br />4.\u5177\u5907\u4f18\u79c0\u7684\u56e2\u961f\u7ba1\u7406\u6f5c\u529b\uff0c\u80fd\u591f\u4ece 0 \u5230 1 \u7b5b\u9009\u5e76\u51dd\u805a\u4e00\u652f\u7cbe\u5e72\u7684\u6280\u672f\u68af\u961f\uff0c\u800c\u975e\u7b80\u5355\u7684\u201c\u7ba1\u4eba\u201d\u3002<br /><br /> [\u5c97\u4f4d\u804c\u8d23] <br /> 1.\u4ece 0 \u5230 1 \u5efa\u7acb\u516c\u53f8\u7684\u6280\u672f\u6807\u51c6\u3001\u5f00\u53d1\u89c4\u8303\u53ca Code Review \u673a\u5236\uff0c\u6253\u9020\u6781\u5ba2\u6587\u5316\u3002 \u4e0e\u521b\u59cb\u4eba\u6df1\u5ea6\u914d\u5408<br /> 2.\u4e3b\u5bfc\u4ee3\u7801\u7684\u6df1\u5ea6\u5ba1\u8ba1\u3001\u4f18\u5316\u4e0e\u6280\u672f\u503a\u6e05\u7406\uff0c\u786e\u4fdd\u7cfb\u7edf\u5728\u5feb\u901f\u8fed\u4ee3\u4e2d\u7684\u7a33\u5b9a\u6027\u4e0e\u5b89\u5168\u6027\u3002<br /> 3.\u4f18\u5316\u9ad8\u5ea6\u53ef\u6269\u5c55\u7684\u201c\u4efb\u52a1/\u5267\u60c5\u5f15\u64ce\u201d\uff0c\u63d0\u5347 LBS \u89e6\u53d1\u7684\u7cbe\u51c6\u5ea6\u4e0e\u7ebf\u4e0b\u4ea4\u4e92\u7684\u6781\u81f4\u4f53\u9a8c\u3002<br /> 4.\u8d1f\u8d23 AI \u667a\u80fd\u8def\u5f84\u89c4\u5212\u7b97\u6cd5\uff08\u57fa\u4e8e\u7528\u6237\u504f\u597d\u7684\u57ce\u5e02\u63a2\u7d22\u903b\u8f91\uff09\u53ca XR \uff08\u589e\u5f3a\u73b0\u5b9e\uff09 \u7a7a\u95f4\u4ea4\u4e92\u6280\u672f\u7684\u6df1\u5ea6\u9884\u7814\u4e0e\u4ea7\u54c1\u5316\u3002<br /><br /> [\u9879\u76ee\u4ecb\u7ecd] <br />\u6211\u4eec\u662f\u4e00\u4e2a\u8de8\u884c\u4e1a\u3001\u5185\u5bb9\u9a71\u52a8\u7684\u7ebf\u4e0b\u4f53\u9a8c\u751f\u6001\u7cfb\u7edf\u3002\u57ce\u763e\u5229\u7528\u7cbe\u5bc6\u7684\u6e38\u620f\u5316\u4efb\u52a1\u7f51\u7edc\uff0c\u5c06\u51b0\u51b7\u7684\u57ce\u5e02\u8857\u533a\u8f6c\u5316\u4e3a\u53ef\u4e92\u52a8\u3001\u53ef\u4f20\u64ad\u7684\u6c89\u6d78\u5f0f\u6e38\u4e50\u573a\u3002<br />\u4ea7\u54c1\u903b\u8f91\uff1a \u4e00\u5f20\u4e3b\u9898\u901a\u7968\uff0c\u4e32\u8054\u8d77\u57ce\u5e02\u5185\u7684\u6838\u5fc3\u5708\u5c42\u5546\u5bb6\u3002\u6bcf\u4e2a\u4e3b\u9898\u90fd\u6709\u72ec\u7279\u7684\u5267\u60c5\u3001\u4e92\u52a8\u903b\u8f91\u4e0e\u6e38\u620f\u73a9\u6cd5\uff0c\u8ba9\u7528\u6237\u5728\u201c\u5237\u8857\u201d\u4e2d\u91cd\u62fe\u5bf9\u57ce\u5e02\u7684\u763e\u529b\u3002<br />\u4e1a\u52a1\u52bf\u80fd\uff1a \u56e2\u961f\u5df2\u6df1\u8015\u5185\u5bb9\u4fa7\uff0c\u7d2f\u8ba1\u5f00\u53d1 50+ \u57ce\u5e02\u539f\u521b\u4e3b\u9898\uff0c\u6210\u529f\u94fe\u63a5 100+ \u6df1\u5ea6\u5408\u4f5c\u7ebf\u4e0b\u5546\u5bb6\u3002<br />\u5f53\u524d\u9636\u6bb5\uff1a \u5e73\u53f0\u539f\u578b\u5df2\u5b8c\u6210\u95ed\u73af\u9a8c\u8bc1\u5e76\u6b63\u5f0f\u4e0a\u7ebf\u3002\u6211\u4eec\u5df2\u7ecf\u62ff\u5230\u4e86\u901a\u5f80\u672a\u6765\u7684\u95e8\u7968\uff0c\u6b63\u5904\u4e8e\u5168\u56fd\u89c4\u6a21\u5316\u6269\u5f20\u4e0e\u6280\u672f\u5168\u9762\u81ea\u7814\u7684\u5173\u952e\u62d0\u70b9\u3002", 
      "date_published": "2025-12-27T18:13:08+00:00", 
      "title": "\u6280\u672f\u5408\u4f19\u4eba\uff08\u8fdc\u7a0b\uff09", 
      "id": "https://www.v2ex.com/t/1181664"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/equator", 
        "name": "equator", 
        "avatar": "https://cdn.v2ex.com/avatar/2fbc/d09f/485073_large.png?m=1587392179"
      }, 
      "url": "https://www.v2ex.com/t/1181601", 
      "title": "\u6709\u6ca1\u6709\u4e00\u8d77\u505a\u751f\u4fe1\u5206\u6790\u7684\u5c0f\u4f19\u4f34", 
      "id": "https://www.v2ex.com/t/1181601", 
      "date_published": "2025-12-27T11:08:43+00:00", 
      "content_html": "<p>\u6709\u6ca1\u6709\u4e00\u8d77\u505a\u751f\u4fe1\u5206\u6790\u7684\u5c0f\u4f19\u4f34\uff0c\u6700\u597d\u662f\u4e91\u5357\u6606\u660e\u672c\u5730\u7684\uff01</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/Sunbelife", 
        "name": "Sunbelife", 
        "avatar": "https://cdn.v2ex.com/avatar/d846/4bce/238893_large.png?m=1773145710"
      }, 
      "url": "https://www.v2ex.com/t/1181462", 
      "title": "\u62db iOS \u5f00\u53d1\uff5c\u6211\u4eec\u60f3\u505a\u4e00\u4e9b\u8ba9\u81ea\u5df1\u6ee1\u610f\u7684 AI \u4ea7\u54c1\uff0c\u73b0\u5728\u7b2c\u4e00\u6b3e\u5df2\u7ecf\u4e0a\u7ebf\u4e86", 
      "id": "https://www.v2ex.com/t/1181462", 
      "date_published": "2025-12-26T11:29:41+00:00", 
      "content_html": "<p>\u611f\u8c22\u4f60\u70b9\u8fdb\u6765\u3002</p>\n<h1>\u5feb\u901f\u4ecb\u7ecd\u4e00\u4e0b\u6211\u4eec\u7684\u62db\u4eba\u9700\u6c42\uff1a</h1>\n<p><strong>1 \u3001\u6211\u4eec\u9700\u8981\u4e00\u4e2a iOS \u5f00\u53d1\u3002</strong></p>\n<p><strong>2 \u3001\u65f6\u95f4\u5728 2026 \u5e74 1 \u6708\u4efd\u5de6\u53f3\uff0c\u8d8a\u5feb\u8d8a\u597d\u3002</strong></p>\n<p><strong>3 \u3001\u6211\u4eec\u7684\u5730\u70b9\u5728\u6df1\u5733\uff0c\u4e0d\u8fc7\u6548\u7387\u4f18\u5148\uff0c\u7ebf\u4e0a\u4e5f\u53ef\u4ee5\u3002</strong></p>\n<p><strong>4 \u3001\u5185\u5bb9\u662f iOS \u5f00\u53d1\uff0c\u9879\u76ee\u662f\u300c Todoo \u300d\uff0c\u4f60\u53ef\u4ee5\u5728 App Store \u641c\uff0c\u65b9\u5411\u662f AI \u3001\u89c6\u89c9\u8bc6\u522b\u3001Swift \uff0c\u5177\u4f53\u4f60\u53ef\u4ee5\u770b\u6211\u4eec\u7684\u9879\u76ee\u51b3\u5b9a\u81ea\u5df1\u80fd\u4e0d\u80fd\u641e\u5b9a\u3002</strong></p>\n<p><strong>5 \u3001\u4ef7\u683c\u6211\u4eec\u8c08\uff0c\u53d6\u51b3\u4e8e\u5408\u4f5c\u65b9\u5f0f\u3002</strong></p>\n<h1>\u4ecb\u7ecd\u4e00\u4e0b\u6211\u4eec\u7684\u9879\u76ee\uff1a</h1>\n<p>\u6211\u4eec\u5f53\u524d\u7684\u9879\u76ee\u53eb Todoo \uff0c\u8bb0\u5fc6\u571f\u8c46\u3002</p>\n<p>\u662f\u4e00\u4e2a iOS \u7aef\u8bb0\u5f55\u622a\u5c4f\uff0c\u5e76\u4f7f\u7528 AI \u89e3\u6790\u622a\u5c4f\u91cc\u5185\u5bb9\u7684 App \uff0c\u901a\u8fc7\u6309\u4e0b\u64cd\u4f5c\u6309\u94ae\uff0c\u53ef\u4ee5\u5c06\u4f60\u5fae\u4fe1\u804a\u5929\u8bb0\u5f55\u4e00\u952e\u53d8\u6210\u5f85\u529e\u4e8b\u9879\u3001\u5c0f\u7ea2\u4e66\u653b\u7565\u4e00\u952e\u8bb0\u5f55\u4e3a\u5907\u5fd8\u5f55\u3001\u65e5\u5e38\u7684\u7535\u5f71\u7968\u4e8c\u7ef4\u7801\u3001\u53d6\u9910\u7801\u3001\u901a\u8fc7\u6309\u4e0b\u6309\u94ae\u5f52\u4e8e\u4e00\u5904\uff0c\u9700\u8981\u65f6\u70b9\u5f00\u5c31\u53ef\u4ee5\u4f7f\u7528\u3002</p>\n<p>\u76f8\u5f53\u4e8e AI \u7248\u672c\u7684 evernote.</p>\n<p>\u5f80\u5927\u4e86\u8bf4\u662f\u4f60\u7684 AI \u7b2c\u4e8c\u5927\u8111\u3002</p>\n<p>\u5f80\u5c0f\u4e86\u8bf4\u662f\u4f60\u7684\u5f85\u529e\u4e8b\u9879\u89e3\u6790\u5de5\u5177\u3002</p>\n<p>11 \u6708\u4e0a\u7ebf\uff0c\u73b0\u5728\u633a\u706b\u7684\uff0c\u8fd9\u662f\u4e00\u4e2a\u5a92\u4f53\u4ecb\u7ecd\uff0c\u53ef\u4ee5\u770b\u4e00\u4e0b\uff1a <a href=\"https://mp.weixin.qq.com/s/MiHWEmYY6SZ4UPlKQOirRg\" rel=\"nofollow\">https://mp.weixin.qq.com/s/MiHWEmYY6SZ4UPlKQOirRg</a></p>\n<h1>\u6211\u4eec\u662f\u8c01\uff1f</h1>\n<p>\u6211\u4eec\u505a\u4e86\u4e00\u4e9b\u4f18\u79c0\u7684\u4ea7\u54c1\uff0c\u571f\u8c46\u5b50 2 \u53f7\u673a\uff08\u4e00\u4e2a AI \u966a\u4f34\u786c\u4ef6\uff09\u3001Dino \uff08 Apple Vision Pro \u4e0a\u7684\u4e2d\u6587\u8bed\u97f3\u8f93\u5165\u6cd5\uff09\u3001iBeta \u5c1d\u9c9c\u6d3e\uff08\u53ef\u80fd\u662f\u5168\u56fd\u6700\u5927\u7684\u679c\u7c89\u5c1d\u9c9c\u793e\u533a\uff09\u3001Pasty \u556a\u5527\u76f8\u673a\uff08\u767e\u4e07\u7528\u6237\u7684\u6c34\u5370\u76f8\u673a\u5c0f\u7a0b\u5e8f\uff09\u3001\u8001\u5b59\u7684\u5e97\uff08\u6211\u4eec\u81ea\u5df1\u505a\u7684\u7535\u5546\u5e73\u53f0\uff09\uff0c\u4e5f\u62e5\u6709\u81ea\u5df1\u7684\u793e\u5a92\u8d44\u6e90\uff08@Sunbelife \u548c @<a href=\"/member/iBeta\">iBeta</a> \u5c1d\u9c9c\u6d3e\uff09\u3002</p>\n<p>\u7b97\u662f\u8fd8\u633a\u9177\u7684\u521d\u521b\u516c\u53f8\u3002</p>\n<h1>\u6211\u4eec\u9700\u8981\u4ec0\u4e48\u6837\u7684\u4eba\uff1f</h1>\n<p>1 \u3001\u6ee1\u8db3\u6211\u4eec\u9700\u8981\u7684\u6280\u672f\u80fd\u529b\u3002\n2 \u3001\u5bf9\u65b0\u6280\u672f\u3001\u65b0\u4e8b\u7269\u3001\u65b0\u6280\u672f\u3001\u5bf9\u8fd9\u4e2a\u4e16\u754c\u6709\u70ed\u60c5\u7684\u3002\n3 \u3001\u505a\u8fd9\u6837\u7684\u4ea7\u54c1\uff1a\u63d0\u5230\u5b83\uff0c\u4f1a\u4ea7\u751f\u81ea\u8c6a\u611f\uff0c\u4f1a\u53d1\u81ea\u5185\u5fc3\u7684\u7ed9\u8eab\u8fb9\u7684\u4eba\u63a8\u8350\uff0c\u5e0c\u671b\u5b83\u80fd\u7559\u5728\u5386\u53f2\u4e0a\uff0c\u800c\u4e0d\u662f\u53ea\u662f\u5b8c\u6210\u4e00\u4efd\u5de5\u4f5c\u3002\n4 \u3001\u4e0d\u6015\u56f0\u96be\u7684\uff0c\u8981\u505a\u6b63\u786e\u7684\u4e8b\uff0c\u800c\u4e0d\u662f\u5bb9\u6613\u7684\u4e8b\uff0c\u4e5f\u4e0d\u662f\u6df7\u65e5\u5b50\u3002\n5 \u3001\u5fc3\u76f4\u53e3\u5feb\u7684\uff0c\u6548\u7387\u9ad8\u7684\u5de5\u4f5c\u548c\u4ea4\u6d41\u3002</p>\n<p>\u6211\u7684\u90ae\u7bb1\uff1a i@Sunbelife.com</p>\n<p>\u5e0c\u671b\u4f60\u5e26\u4e0a\u7b80\u5386\u548c\u4f60\u60f3\u8bf4\u7684\u8bdd\u3002</p>\n<p>\u6211\u4eec\u4e00\u8d77\u628a\u6709\u610f\u601d\u7684\u4e1c\u897f\u5b9e\u73b0\u3002</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/fancymf", 
        "name": "fancymf", 
        "avatar": "https://cdn.v2ex.com/avatar/d155/c2f5/193945_large.png?m=1766586893"
      }, 
      "url": "https://www.v2ex.com/t/1181003", 
      "date_modified": "2025-12-25T00:32:26+00:00", 
      "content_html": "hello \u6211\u662f\u8fde\u65ed\uff0c\u5927\u5382\u589e\u957f\u4ea7\u54c1\uff0c\u4e4b\u524d\u505a\u8fc7 2 \u516c\u53f8(1 \u5356\u6389\uff0c1 \u62ff\u4e86\u5934\u90e8\u7f8e\u5143\u57fa\u91d1\u7684\ud83d\udcb5)<br /><br />\u60f3\u7ec4\u4e2a\u5c0f\u56e2\u961f [\u517c\u804c] \u4e00\u8d77\u641e \u51fa\u6d77 ai \u793e\u4ea4 \u65b9\u5411\u7684\u9879\u76ee(\u56e2\u961f\u4ec5\u9700 5 \u4eba\uff0c\u76ee\u524d 3 \u4eba)<br /><br />\u5982\u679c\u4f60\u8ba4\u8bc6\u9760\u8c31\u7684\u540e\u7aef\u7814\u53d1\u3001\u7b97\u6cd5\u6b22\u8fce\u4ecb\u7ecd\uff01<br /><br />\t<br />\u5148\u505a\u4e2a\u7b80\u5355\u7684\u81ea\u6211\u4ecb\u7ecd\uff1a<br />\ud83c\udf93\u6559\u80b2\u80cc\u666f\uff1a\u590d\u65e6\u672c\u79d1\u6bd5\u4e1a<br />\ud83c\udfc6fun fact\uff1a\u5728\u65e7\u91d1\u5c71\u628a\u4e00\u76d2 BYT \u5356\u51fa 107 \u7f8e\u91d1<br /><br />\u6211\u64c5\u957f\uff1a<br />\ud83d\udca1\u96f6\u6210\u672c\u589e\u957f\u7684\u9ad8\u6548\u7b56\u7565\u548c\u5b9e\u6218\u5fc3\u5f97\uff1a\u5c0f\u7ea2\u4e66 5 \u4e2a\u77e9\u9635\u53f7 3 \u4e2a\u6708\u641e\u4e86\u51e0\u5341\u4e07\u4e92\u52a8\u91cf\uff0c\u4e4b\u524d\u505a\u51fa\u6d77\u5de5\u5177\u9879\u76ee\u96f6\u6210\u672c dau \u7ffb 5 \u500d<br />\ud83d\udca1\u4ece\u96f6\u5230\u4e00\u521b\u4e1a\u907f\u5751\uff0c\u6218\u7565&amp;\u878d\u8d44&amp;\u7ec4\u7ec7&amp;\u4ea7\u54c1\u2026\u8e29\u4e86\u592a\u591a\u5751\u6709\u7ecf\u9a8c\u4e86\ud83d\ude02<br />\ud83d\udca1AI \u6cdb\u5a31\u4e50\u884c\u4e1a\u7684\u8ba4\u77e5\u548c\u6d1e\u5bdf\uff0c\u6700\u8fd1\u4e00\u4e2a\u6708\u5bc6\u96c6\u4f53\u9a8c\u4e86 100+\u5934\u90e8\u4ea7\u54c1<br />\ud83d\udca1\u4f5c\u4e3a\u6d77\u5916\u534e\u4eba\u5982\u4f55\u5728\u7f8e\u56fd\u8fc5\u901f\u5efa\u7acb\u4eba\u8109 (\u6211 24 \u5e74\u82b1\u4e86 18 \u5929\u53c2\u52a0 70+\u6d3b\u52a8\u8ba4\u8bc6\u4e86\u534e\u4eba\u521b\u4e1a\u5708 200+\u4eba\uff0c\u4e5f\u6709 100+\u6765\u81ea 30+\u56fd\u5bb6\u7684\u521b\u4e1a\u8005\u670b\u53cb)<br /><br />\u7eff\u6ce1\u6ce1\uff1alianxuchuangye666 \uff0c\u5907\u6ce8 v2er<br /><br /><br />\u5e2e\u670b\u53cb\u4ee3\u53d1\uff0c\u56e0\u4e3a\u4ed6\u6ce8\u518c\u4e0d\u591f 95 \u5929\u4e0d\u80fd\u53d1\u5e03\u76f8\u5173\u4fe1\u606f @<a target=\"_blank\" href=\"/member/josh87523\" rel=\"nofollow noopener\">josh87523</a>", 
      "date_published": "2025-12-24T14:42:24+00:00", 
      "title": "\u611f\u5174\u8da3\u51fa\u6d77 ai \u793e\u4ea4\u4ea7\u54c1\u7684\u8fdb\u6765\u770b\u770b\ud83d\udc40", 
      "id": "https://www.v2ex.com/t/1181003"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/humbass", 
        "name": "humbass", 
        "avatar": "https://cdn.v2ex.com/gravatar/167e7101a0d1f1af92baf53ad32ee4f4?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1180972", 
      "date_modified": "2025-12-24T11:14:04+00:00", 
      "content_html": "\u73b0\u6709 3588 \u4e3b\u677f\u9879\u76ee\uff0c\u9700\u642d\u6863\u5f00\u53d1\u5f00\u6e90\u9e3f\u8499\u5e94\u7528\uff0c\u6838\u5fc3\u5bf9\u63a5\u84dd\u7259\u3001\u6444\u50cf\u5934\u3001\u4e32\u53e3\u7b49\u57fa\u7840\u786c\u4ef6\u3002\u5e0c\u671b\u627e\u4e00\u4f4d\u719f\u6089 ArkTS/ArkUI \uff0c\u6709 OpenHarmony \u5f00\u53d1\u7ecf\u5386\uff0c\u80fd\u534f\u540c\u5b8c\u6210\u529f\u80fd\u5f00\u53d1\u4e0e\u8c03\u8bd5\u3002\u5177\u4f53\u6280\u672f\u7ec6\u8282\u3001\u5408\u4f5c\u65b9\u5f0f\u5f85\u4ea4\u6d41\u3002<br /><br />\u6709\u610f\u8005\u6b22\u8fce\u79c1\u4fe1\u6c9f\u901a\uff01<br /><br />\u5982\u679c\u5728\u5e7f\u6df1\u5730\u533a\u6700\u597d\u4e0d\u8fc7\uff01<br /><br />tG: aHR0cHM6Ly90Lm1lL2RhbGlfY2hlbg==<br /><br />tG \u968f\u65f6\u5728\u7ebf\uff0c\u6ca1\u6709 tG \u7684\u670b\u53cb\uff0c\u7559\u4e0b\u4f60\u7684\u7eff\u6ce1\u6ce1", 
      "date_published": "2025-12-24T11:12:35+00:00", 
      "title": "\u627e\u4e00\u4f4d\u5f00\u6e90\u9e3f\u8499\uff08OpenHarmony\uff09\u5f00\u53d1\u4f19\u4f34", 
      "id": "https://www.v2ex.com/t/1180972"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/Daming798", 
        "name": "Daming798", 
        "avatar": "https://cdn.v2ex.com/avatar/b2b5/a321/577749_large.png?m=1765431970"
      }, 
      "url": "https://www.v2ex.com/t/1180678", 
      "title": "\u62db\u52df\u4e00\u4f4d\u5927\u6a21\u578b\u5e94\u7528\u5f00\u53d1\u5de5\u7a0b\u5e08 / FastAPI \u540e\u7aef\u5408\u4f19\u4eba", 
      "id": "https://www.v2ex.com/t/1180678", 
      "date_published": "2025-12-23T07:24:25+00:00", 
      "content_html": "<p>\u6211\u4eec\u5728\u505a\u4ec0\u4e48</p>\n<ul>\n<li>\u9762\u5411\u4e2d\u5c0f\u4f01\u4e1a\uff0c\u505a\u4e00\u6b3e\u4e13\u6ce8\u4e8e\u7528\u6237\u53cd\u9988\u7684\u7ba1\u7406\u4e0e\u5206\u6790\u5e73\u53f0 \u2014\u2014 Feedalyze</li>\n<li>\u5b83\u80fd\u591a\u6e20\u9053\u7edf\u4e00\u6536\u96c6\u3001\u9ad8\u6548\u5904\u7406\u3001\u53ef\u89c6\u5316\u5206\u6790\u7528\u6237\u53cd\u9988\uff0c\u5e2e\u52a9\u4e2d\u5c0f\u4f01\u4e1a\u6d1e\u5bdf\u7528\u6237\u9700\u6c42\uff0c\u52a0\u901f\u4ea7\u54c1\u8fed\u4ee3\uff0c\u8d4b\u80fd\u4f01\u4e1a\u5404\u90e8\u95e8\u964d\u672c\u589e\u6548\u3002\u5730\u5740\uff1a <a href=\"https://feedalyze.com/\" rel=\"nofollow\">https://feedalyze.com/</a></li>\n<li>\u4ea7\u54c1\u5bf9\u6807\u56fd\u5916 UserVoice + Dovetail \uff0c\u76ee\u6807\u6210\u4e3a\u56fd\u5185\u4e2d\u5c0f\u4f01\u4e1a\u7684 \u201c\u7528\u6237\u53cd\u9988\u57fa\u7840\u8bbe\u65bd\u201d\u3002</li>\n</ul>\n<p>\u4ea7\u54c1\u89e3\u51b3\u7684\u95ee\u9898</p>\n<ol>\n<li>\u5f00\u53d1\u8fed\u4ee3\u5e38\u9760\u731c\u6d4b\u548c\u7ecf\u9a8c\uff0c\u800c\u975e\u771f\u5b9e\u9700\u6c42</li>\n<li>\u6536\u96c6\u3001\u5904\u7406\u548c\u5206\u6790\u7528\u6237\u53cd\u9988\uff0c\u4f01\u4e1a\u6210\u672c\u9ad8\u6602</li>\n<li>\u96be\u4ee5\u5bf9\u7528\u6237\u53cd\u9988\u8fdb\u884c\u53ef\u89c6\u5316\u5206\u6790\uff0c\u96be\u4ee5\u6df1\u5165\u6d1e\u5bdf\u7528\u6237\u9700\u6c42</li>\n<li>\u4e3a\u4f01\u4e1a\u4ea7\u54c1\u3001\u8fd0\u8425\u3001\u5ba2\u670d\u3001\u9500\u552e\u3001\u7814\u53d1\u7b49\u90e8\u95e8\u964d\u672c\u589e\u6548</li>\n</ol>\n<p>\u4e3a\u4ec0\u4e48\u503c\u5f97\u52a0\u5165</p>\n<ul>\n<li>\u4ea7\u54c1\u672a\u4e0a\u7ebf\uff0c\u5df2\u6709 50 \u4f59\u4f4d\u8bd5\u7528\u8005\uff0c\u5341\u4f59\u5bb6\u613f\u610f\u4ed8\u8d39\u7684\u4f01\u4e1a\u7528\u6237\u3002</li>\n<li>\u5e02\u573a\u5de8\u5927\uff0c\u56fd\u5185\u505a\u6b64\u7c7b\u5de5\u5177\u7684\u5f88\u5c11\uff0c\u5c5e\u84dd\u6d77\u5e02\u573a</li>\n<li>\u7c97\u653e\u65f6\u4ee3\u5df2\u8fc7\u53bb\uff0c\u7528\u6237\u81f3\u4e0a\u548c\u7cbe\u7ec6\u5316\u5f00\u53d1\u8fed\u4ee3\u7684\u7406\u5ff5\u6b63\u6df1\u5165\u4f01\u4e1a</li>\n<li>\u5ba2\u6237\u7fa4\u4f53\u5e7f\u6cdb\uff0c\u9664\u4e92\u8054\u7f51\u884c\u4e1a\u5916\uff0c\u8fd8\u9002\u5408\u6e38\u620f\u4e1a\u3001\u91d1\u878d\u4e1a\u3001\u5236\u9020\u4e1a\u7b49</li>\n</ul>\n<p>\u4f60\u5c06\u8d1f\u8d23</p>\n<ul>\n<li>0-1 \u5229\u7528 FastAPI \u6784\u5efa\u4ea7\u54c1\u540e\u7aef\u63a5\u53e3</li>\n<li>\u5c06\u7528\u6237\u53cd\u9988\u6570\u636e\u901a\u8fc7\u5927\u6a21\u578b\u5206\u6790\u8f6c\u5316\u4e3a\u53ef\u6267\u884c\u6d1e\u5bdf</li>\n<li>\u8d1f\u8d23\u4ea7\u54c1\u7684\u529f\u80fd\u5b9e\u73b0\uff0c\u8c03\u8bd5\u4e0e\u4f18\u5316</li>\n<li>\u6280\u672f\u8def\u7ebf\u89c4\u5212\u53ca\u67b6\u6784\u8bbe\u8ba1\uff0c\u4fdd\u8bc1\u7cfb\u7edf\u53ef\u6269\u5c55\u4e0e\u7a33\u5b9a</li>\n</ul>\n<p>\u5e0c\u671b\u4f60</p>\n<ul>\n<li>\u5728\u676d\u5dde\uff0c\u6709 1-3 \u5e74\u53ca\u4ee5\u4e0a\u7684 FastAPI / \u5927\u6a21\u578b\u5e94\u7528\u5f00\u53d1\u5f00\u53d1\u7ecf\u9a8c</li>\n<li>\u4f18\u79c0\u7684\u6570\u636e\u5efa\u6a21\u4e0e API \u67b6\u6784\u80fd\u529b</li>\n<li>\u4f18\u79c0\u7684\u5927\u6a21\u578b\u5e94\u7528\u5f00\u53d1\u80fd\u529b\uff08 GPT/LLM \u8c03\u7528\u3001\u6587\u672c\u5206\u6790\u3001embedding \u68c0\u7d22\u3001\u53cd\u9988\u6d1e\u5bdf\u751f\u6210\uff09</li>\n<li>\u719f\u6089 PostgreSQL \u3001Redis \u7b49\u5e38\u7528\u6570\u636e\u5e93</li>\n<li>\u6267\u884c\u529b\u5f3a\uff0c\u4e3a\u4eba\u8bda\u5b9e\u5f00\u653e</li>\n</ul>\n<p>\u6211\u4eec\u63d0\u4f9b</p>\n<ul>\n<li>\u865a\u62df\u80a1\u6743\u548c\u5bf9\u5e94\u5206\u7ea2</li>\n<li>10k \u5de6\u53f3\u85aa\u8d44\uff08\u534a\u5e74\u8c03\u6574\u4e00\u6b21\uff09</li>\n<li>\u53c2\u4e0e\u516c\u53f8\u7684\u7ecf\u8425\u4e0e\u51b3\u7b56</li>\n<li>\u4e00\u6b21\u98ce\u9669\u8f83\u4f4e\u7684\u521b\u4e1a\u673a\u4f1a</li>\n</ul>\n<p>\u6700\u540e</p>\n<ul>\n<li>\u521b\u4e1a\u671f\u9884\u7b97\u6709\u9650\uff0c\u5982\u679c\u4f60\u6b63\u5728\u5bfb\u627e\u9ad8\u85aa\u5c97\u4f4d\uff0c\u8fd9\u91cc\u53ef\u80fd\u4e0d\u9002\u5408\uff0c\u8bf7\u53bb\u5927\u5382</li>\n<li>\u5982\u679c\u5e0c\u671b\u83b7\u5f97\u751f\u4ea7\u8d44\u6599\uff0c\u5b9e\u73b0\u7ecf\u6d4e\u81ea\u7531\uff0c\u8fd9\u53ef\u80fd\u662f\u4e00\u4e2a\u4f4e\u98ce\u9669\u7684\u673a\u4f1a</li>\n<li>\u6211\u6240\u8ffd\u6c42\u7684\u4e00\u662f\u6709\u610f\u4e49\u7684\u5de5\u4f5c\u548c\u56e2\u961f\u4eba\u9645\u5173\u7cfb\uff0c\u4e8c\u662f\u5546\u4e1a\u6210\u529f\uff0c\u8fd9\u662f\u56e2\u961f\u7684\u6838\u5fc3\u76ee\u7684\u3002</li>\n</ul>\n<p>\u5982\u679c\u5bf9\u8fd9\u4e2a\u673a\u4f1a\u611f\u5174\u8da3\uff0c\u6b22\u8fce\u52a0\u5fae\u4fe1\u4e00\u8d77\u804a\u804a\u5403\u4e2a\u996d\u3002\u6dfb\u52a0\u65f6\u8bf7\u5907\u6ce8\uff1a\u59d3\u540d + FastAPI</p>\n<p>\u6211\u7684\u5fae\u4fe1\uff1aM-ing2020</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/Hystrix13", 
        "name": "Hystrix13", 
        "avatar": "https://cdn.v2ex.com/avatar/4ba0/859e/513889_large.png?m=1614705541"
      }, 
      "url": "https://www.v2ex.com/t/1180489", 
      "title": "\u6210\u90fd\u533a\u57df\u5bfb\u6c42 3D \u5efa\u6a21/\u8fd0\u8425/UI/\u521b\u4e1a\u4f19\u4f34 [\u6218\u672f\u88c5\u5907\u9886\u57df]", 
      "id": "https://www.v2ex.com/t/1180489", 
      "date_published": "2025-12-22T12:01:29+00:00", 
      "content_html": "<p>\u5c0f\u4f17\u6218\u672f\u8d5b\u9053\u7684\u5782\u7c7b\u5e94\u7528\uff0c\u73b0\u5df2\u6709\u591a\u5bb6\u6218\u672f\u7528\u54c1\u5546\u5bb6\u5165\u9a7b\uff0c\u6269\u5927\u53d1\u5c55\u5bfb\u6c42\u4eba\u624d\u5408\u4f5c\uff0c\u6709\u610f\u8bf7\u8054\u7cfb\uff1aVGFjdGl0Y2FsMTM=</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/Daming798", 
        "name": "Daming798", 
        "avatar": "https://cdn.v2ex.com/avatar/b2b5/a321/577749_large.png?m=1765431970"
      }, 
      "url": "https://www.v2ex.com/t/1180019", 
      "date_modified": "2025-12-19T09:41:59+00:00", 
      "content_html": "<p>\u6211\u4eec\u5728\u505a\u4ec0\u4e48</p>\n<ul>\n<li>\u9762\u5411\u4e2d\u5c0f\u4f01\u4e1a\uff0c\u505a\u4e00\u6b3e\u4e13\u6ce8\u4e8e\u7528\u6237\u53cd\u9988\u7684\u7ba1\u7406\u5206\u6790\u5de5\u5177 \u2014\u2014 Feedalyze</li>\n<li>\u5b83\u80fd\u591a\u6e20\u9053\u7edf\u4e00\u6536\u96c6\u3001\u9ad8\u6548\u5904\u7406\u3001\u53ef\u89c6\u5316\u5206\u6790\u7528\u6237\u53cd\u9988\uff0c\u5e2e\u52a9\u4e2d\u5c0f\u4f01\u4e1a\u6d1e\u5bdf\u7528\u6237\u9700\u6c42\uff0c\u52a0\u901f\u4ea7\u54c1\u8fed\u4ee3\uff0c\u63d0\u5347\u4f01\u4e1a\u5404\u90e8\u95e8\u6548\u7387\u3002\u5730\u5740\uff1a <a href=\"https://feedalyze.com/\" rel=\"nofollow\">https://feedalyze.com/</a></li>\n<li>\u4ea7\u54c1\u5bf9\u6807\u56fd\u5916 UserVoice + Dovetail \uff0c\u76ee\u6807\u6210\u4e3a\u56fd\u5185\u4e2d\u5c0f\u4f01\u4e1a\u7684 \u201c\u7528\u6237\u53cd\u9988\u57fa\u7840\u8bbe\u65bd\u201d\u3002</li>\n</ul>\n<p>\u4ea7\u54c1\u89e3\u51b3\u7684\u95ee\u9898</p>\n<ol>\n<li>\u5f00\u53d1\u8fed\u4ee3\u5e38\u9760\u731c\u6d4b\u548c\u7ecf\u9a8c\uff0c\u800c\u975e\u771f\u5b9e\u9700\u6c42</li>\n<li>\u6536\u96c6\u3001\u5904\u7406\u548c\u5206\u6790\u7528\u6237\u53cd\u9988\uff0c\u4f01\u4e1a\u6210\u672c\u9ad8\u6602</li>\n<li>\u96be\u4ee5\u5bf9\u7528\u6237\u53cd\u9988\u8fdb\u884c\u53ef\u89c6\u5316\u5206\u6790\uff0c\u96be\u4ee5\u6df1\u5165\u6d1e\u5bdf\u7528\u6237\u9700\u6c42</li>\n<li>\u4e3a\u4f01\u4e1a\u7684\u4ea7\u54c1\u3001\u8fd0\u8425\u3001\u552e\u540e\u7b49\u90e8\u95e8\u964d\u672c\u589e\u6548</li>\n</ol>\n<p>\u4e3a\u4ec0\u4e48\u503c\u5f97\u52a0\u5165</p>\n<ul>\n<li>\u76ee\u524d\u4ea7\u54c1\u672a\u4e0a\u7ebf\uff0c\u5df2\u6709 50 \u4f59\u4f4d\u8bd5\u7528\u8005\uff0c\u6570\u5bb6\u613f\u610f\u4ed8\u8d39\u7684\u4f01\u4e1a\u3002</li>\n<li>\u5e02\u573a\u5de8\u5927\uff0c\u56fd\u5185\u505a\u6b64\u7c7b\u5de5\u5177\u7684\u5f88\u5c11\uff0c\u5c5e\u4e8e\u84dd\u6d77\u5e02\u573a</li>\n<li>\u7c97\u653e\u65f6\u4ee3\u5df2\u8fc7\u53bb\uff0c\u7528\u6237\u81f3\u4e0a\u548c\u7cbe\u7ec6\u5316\u5f00\u53d1\u7684\u7406\u5ff5\u6b63\u6df1\u5165\u4f01\u4e1a</li>\n<li>\u5ba2\u6237\u7fa4\u4f53\u5e7f\u6cdb\uff0c\u9664\u4e92\u8054\u7f51\u884c\u4e1a\u5916\uff0c\u8fd8\u9002\u5408\u6e38\u620f\u4e1a\u3001\u91d1\u878d\u4e1a\u3001\u5236\u9020\u4e1a\u7b49</li>\n<li>\u4f60\u5c06\u662f\u4ea7\u54c1\u7684\u6838\u5fc3\u5f00\u53d1\u8005\u4e4b\u4e00</li>\n</ul>\n<p>\u4f60\u5c06\u8d1f\u8d23</p>\n<ul>\n<li>0-1 \u5229\u7528 FastAPI \u6784\u5efa\u4ea7\u54c1\u540e\u7aef</li>\n<li>\u8d1f\u8d23\u4ea7\u54c1\u7684\u529f\u80fd\u5b9e\u73b0\uff0c\u81ea\u7136\u8bed\u8a00\u7684\u5904\u7406\uff0c\u8c03\u8bd5\u4e0e\u4f18\u5316</li>\n<li>\u6280\u672f\u8def\u7ebf\u89c4\u5212\u53ca\u67b6\u6784\u8bbe\u8ba1\uff0c\u4fdd\u8bc1\u7cfb\u7edf\u53ef\u6269\u5c55\u6027\u4e0e\u7a33\u5b9a\u6027</li>\n</ul>\n<p>\u5e0c\u671b\u4f60</p>\n<ul>\n<li>\u5728\u676d\u5dde\uff0c\u6709\u4e00\u5230\u4e09\u5e74\u4ee5\u4e0a\u7684 FastAPI \u5f00\u53d1\u7ecf\u9a8c</li>\n<li>\u719f\u6089 PostgreSQL \u3001Redis \u7b49\u5e38\u7528\u6570\u636e\u5e93</li>\n<li>\u826f\u597d\u7684\u7f16\u7a0b\u4e60\u60ef\uff0c\u6ce8\u91cd\u6548\u7387\uff0c\u4e3a\u4eba\u8bda\u5b9e\u3001\u6b63\u76f4\u5f00\u653e</li>\n</ul>\n<p>\u6211\u4eec\u63d0\u4f9b</p>\n<p>[ 1 ] \u865a\u62df\u80a1\u6743\u6fc0\u52b1\uff08 2\u20133%\uff09</p>\n<ul>\n<li>\u6309\u5e74\u5ea6\u7a0e\u540e\u51c0\u5229\u6da6 \u00d7 \u865a\u62df\u80a1\u6743\u6bd4\u4f8b\u5206\u7ea2</li>\n<li>\u5206\u7ea2\u57fa\u6570\u4ee5\u771f\u5b9e\u51c0\u5229\u6da6\u4e3a\u51c6\uff0c\u4e0d\u53d7\u98ce\u9669\u50a8\u5907\u91d1\u5f71\u54cd</li>\n<li>\u968f\u7740\u4ea7\u54c1\u589e\u957f\uff0c\u51c0\u5229\u6da6\u53ef\u89c4\u6a21\u5316\u4e0a\u5347\uff0c\u957f\u671f\u6536\u76ca\u6f5c\u529b\u663e\u8457</li>\n</ul>\n<p>[ 2 ] \u85aa\u8d44\uff1a10k \u5de6\u53f3\uff08\u534a\u5e74\u8c03\u6574\u4e00\u6b21\uff09</p>\n<p>\u6211\u4eec\u5e0c\u671b\u4e0e\u5fd7\u540c\u9053\u5408\u7684\u4eba\u5171\u540c\u6253\u9020\u8fd9\u6b3e\u4ea7\u54c1</p>\n<p>[ 3 ] \u7ecf\u8425\u53c2\u4e0e</p>\n<p>\u4f60\u5c06\u53c2\u4e0e\u4ea7\u54c1\u3001\u6280\u672f\u3001\u5546\u4e1a\u7684\u5173\u952e\u51b3\u7b56</p>\n<p>[ 4 ] \u6838\u5fc3\u6280\u672f\u81ea\u4e3b\u6743</p>\n<p>\u8d1f\u8d23\u6574\u4f53\u540e\u7aef\u67b6\u6784\u8bbe\u8ba1\u3001\u5b9e\u73b0\u548c\u4f18\u5316\uff0c\u662f\u4ea7\u54c1\u7684\u6280\u672f\u6838\u5fc3\u521b\u5efa\u8005\u3002</p>\n<p>\u6700\u540e</p>\n<ul>\n<li>\u521b\u4e1a\u671f\u9884\u7b97\u6709\u9650\uff0c\u5982\u679c\u4f60\u6b63\u5728\u5bfb\u627e\u9ad8\u85aa\u5c97\u4f4d\uff0c\u8fd9\u91cc\u53ef\u80fd\u4e0d\u9002\u5408\uff1b\u4f46\u5982\u679c\u4f60\u5e0c\u671b\u83b7\u5f97\u957f\u671f\u6536\u76ca\uff0c\u8fd9\u53ef\u80fd\u662f\u4e00\u4e2a\u4f4e\u98ce\u9669\u7684\u673a\u4f1a\u3002</li>\n<li>\u6211\u6240\u8ffd\u6c42\u7684\u4e00\u662f\u6709\u610f\u4e49\u7684\u5de5\u4f5c\u548c\u56e2\u961f\u4eba\u9645\u5173\u7cfb\uff0c\u4e8c\u662f\u5546\u4e1a\u6210\u529f\uff0c\u8fd9\u662f\u56e2\u961f\u7684\u57fa\u672c\u539f\u5219\u3002</li>\n</ul>\n<p>\u5982\u679c\u4f60\u5bf9\u8fd9\u4e2a\u673a\u4f1a\u611f\u5174\u8da3\uff0c\u6b22\u8fce\u52a0\u5fae\u4fe1\u4e00\u8d77\u804a\u804a\u5403\u4e2a\u996d\u3002\u6dfb\u52a0\u65f6\u8bf7\u5907\u6ce8\uff1a\u59d3\u540d + FastAPI</p>\n<p>\u6211\u7684\u5fae\u4fe1\uff1aM-ing2020</p>\n", 
      "date_published": "2025-12-19T07:52:07+00:00", 
      "title": "\u62db\u52df\u4e00\u4f4d FastAPI \u540e\u7aef", 
      "id": "https://www.v2ex.com/t/1180019"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/ladevan", 
        "name": "ladevan", 
        "avatar": "https://cdn.v2ex.com/avatar/020c/8bfa/1559_large.png?m=1765270479"
      }, 
      "url": "https://www.v2ex.com/t/1179517", 
      "date_modified": "2025-12-17T08:18:23+00:00", 
      "content_html": "<p>\u5de5\u4e1a\u4e0d\u9508\u94a2\u6cd5\u5170\uff0c\u4e13\u653b\u9ad8\u538b\u6781\u7aef\u5de5\u51b5\uff0c\u80cc\u9760 Sun Steel \u4f9b\u5e94\u94fe\uff0c\u786c\u6838\u54c1\u724c\u201cNever Yield\u201d\u3002\u6211\u4eec\u4e0d\u505a\u5c55\u793a\u7ad9\uff0c\u8981\u5efa\u6570\u5b57\u9738\u6743\u3002\u5bfb\u627e Growth Engineer / \u6280\u672f\u5408\u4f19\u4eba\uff1a\u7cbe\u901a Google Technical SEO \uff08 Schema \u3001CWV \u3001\u722c\u866b\u4f18\u5316\uff09\uff0cNext.js + Headless CMS \uff0cPageSpeed \u6781\u81f4\u4f18\u5316\uff0c\u61c2 AI \u641c\u7d22\u4e0e\u77e5\u8bc6\u56fe\u8c31\uff0c\u8ba9\u6bcf\u6761\u5de5\u4e1a\u957f\u5c3e\u8bcd\u7edf\u6cbb\u641c\u7d22\u3002\u6a21\u5f0f\u7075\u6d3b\uff1a\u517c\u804c/\u987e\u95ee\u8d77\u6b65\uff0c\u78e8\u5408\u540e\u53ef\u6210\u6280\u672f\u5408\u4f19\u4eba\uff0c\u5e95\u85aa+\u671f\u6743\u3002\u4f60\u638c\u63a7\u6280\u672f\uff0c\u6211\u641e\u5b9a\u4f9b\u5e94\u94fe\u4e0e\u54c1\u724c\uff0c\u8054\u5408\u9020\u6d41\u91cf\u5e1d\u56fd\uff01</p>\n<p>\u8054\u7cfb\u65b9\u5f0f\uff1a</p>\n<p>Email: [Alexander@pestainless.com] (\u8bf7\u5907\u6ce8 V2EX)</p>\n<p>\u5fae\u4fe1: PE33133</p>\n<p>\u5982\u679c\u4f60\u538c\u5026\u4e86\u5207\u56fe\uff0c\u60f3\u7528 SEO \u548c\u4ee3\u7801\u5728\u5782\u76f4\u9886\u57df\u6253\u4e00\u573a\u6f02\u4eae\u7684\u201c\u6d41\u91cf\u653b\u575a\u6218\u201d\uff0c\u6b22\u8fce\u6765\u804a\u3002</p>\n", 
      "date_published": "2025-12-17T08:04:05+00:00", 
      "title": "\u52a0\u5165\u6211\u4eec\uff0c\u638c\u63a7\u5de5\u4e1a\u6d41\u91cf\u5e1d\u56fd", 
      "id": "https://www.v2ex.com/t/1179517"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/shenmezhidedu", 
        "name": "shenmezhidedu", 
        "avatar": "https://cdn.v2ex.com/gravatar/9603888dd0d264f2d80c19143bbda844?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1179036", 
      "date_modified": "2025-12-15T23:42:24+00:00", 
      "content_html": "<p>\u5728\u5f55\u5236\u535a\u5ba2/\u89c6\u9891\uff0c\u60f3\u627e\u4e00\u4e9b\u540c\u8def\u4eba\u8fdb\u884c\u4ea4\u6d41\uff1b\n\u76ee\u524d\u5708\u5b50\u91cc\u5f55\u89c6\u9891\u548c\u64ad\u5ba2\u7684\u521b\u4f5c\u8005\u6bd4\u8f83\u5c11\uff0c\u60f3\u627e\u4e00\u4e9b\u540c\u8def\u4eba\u4e92\u76f8\u4ea4\u6d41\u7ecf\u9a8c\u3002\n\u611f\u5174\u8da3\u7684\u52a0\u6211\u5fae\u4fe1\uff1aOvelv2023</p>\n", 
      "date_published": "2025-12-15T09:11:32+00:00", 
      "title": "\u5728\u5f55\u5236\u535a\u5ba2/\u89c6\u9891\uff0c\u60f3\u627e\u4e00\u4e9b\u540c\u8def\u4eba", 
      "id": "https://www.v2ex.com/t/1179036"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/zzzzzy", 
        "name": "zzzzzy", 
        "avatar": "https://cdn.v2ex.com/gravatar/4b79ff414d318c877da70e35891ffe33?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1178754", 
      "date_modified": "2025-12-14T10:56:29+00:00", 
      "content_html": "<p>\u60f3\u8981\u5f00\u53d1\u4e00\u6b3e\u70ed\u654f\u6253\u5370\u673a\uff0c\u6709\u8fd9\u65b9\u9762\u5f00\u53d1\u7ecf\u9a8c\u7684\u5de5\u7a0b\u5e08\u8054\u7cfb\uff0c\u5177\u4f53\u5408\u4f5c\u65b9\u5f0f\u79c1\u804a</p>\n<p>\u8054\u7cfb\u65b9\u5f0f: MjgxMTI1MzYyQHFxLmNvbQ==</p>\n", 
      "date_published": "2025-12-14T01:41:06+00:00", 
      "title": "\u5bfb\u6709\u70ed\u654f\u6253\u5370\u673a\u5f00\u53d1\u7ecf\u9a8c\u7684\u786c\u4ef6\u5de5\u7a0b\u5e08", 
      "id": "https://www.v2ex.com/t/1178754"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/ladevan", 
        "name": "ladevan", 
        "avatar": "https://cdn.v2ex.com/avatar/020c/8bfa/1559_large.png?m=1765270479"
      }, 
      "url": "https://www.v2ex.com/t/1177843", 
      "date_modified": "2025-12-09T09:34:14+00:00", 
      "content_html": "<p>\u6211\u662f JNDIA (\u5de5\u4e1a\u4e0d\u9508\u94a2\u6cd5\u5170\u54c1\u724c) \u7684\u8d1f\u8d23\u4eba\uff0c\u80cc\u9760 Sun Steel \u4f9b\u5e94\u94fe\uff0c\u4e13\u653b\u5de5\u4e1a/\u9ad8\u538b\u7b49\u6781\u7aef\u5de5\u51b5\u5e02\u573a\u3002 \u6211\u4eec\u6709\u6210\u719f\u7684\u4f9b\u5e94\u94fe\uff08\u8089\u4f53\uff09\u548c\u201cNever Yield\u201d\u7684\u786c\u6838\u54c1\u724c\u6218\u7565\uff08\u7075\u9b42\uff09\uff0c\u73b0\u5728\u7f3a\u4e00\u4e2a\u61c2\u6d41\u91cf\u7684<strong>\u201c\u6280\u672f\u5927\u8111\u201d</strong>\u3002</p>\n<p>\u6211\u4eec\u4e0d\u505a\u5c55\u793a\u7ad9\uff0c\u6211\u4eec\u8981\u505a\u6d41\u91cf\u5f15\u64ce\u3002 \u4f20\u7edf B2B \u7f51\u7ad9\u5df2\u6b7b\u3002\u6211\u4eec\u9700\u8981\u5229\u7528\u73b0\u4ee3\u6280\u672f\u6808 + \u6df1\u5ea6 SEO \u7b56\u7565\uff0c\u5728 Google \u548c AI \u641c\u7d22\uff08 ChatGPT/Perplexity \uff09\u4e2d\u5efa\u7acb\u5de5\u4e1a MRO \u9886\u57df\u7684\u6570\u5b57\u9738\u6743\u3002</p>\n<p>\u6211\u6b63\u5728\u5bfb\u627e\u4e00\u4f4d Growth Engineer / \u6280\u672f\u5408\u4f19\u4eba\uff1a</p>\n<p>Google SEO \u662f\u6838\u5fc3\u6280\u80fd (Must-have)\uff1a</p>\n<p>\u6df1\u8c19 Technical SEO\uff1a\u4e0d\u4ec5\u4ec5\u662f\u6539 TDK \uff0c\u8981\u61c2\u7ed3\u6784\u5316\u6570\u636e (Schema Markup)\u3001\u6838\u5fc3\u7f51\u9875\u6307\u6807 (CWV) \u548c\u722c\u866b\u6e32\u67d3\u4f18\u5316\u3002</p>\n<p>\u76ee\u6807\u662f\u8ba9\u6bcf\u4e00\u4e2a\u957f\u5c3e\u5de5\u4e1a\u53c2\u6570\uff08\u5982\u201cSuper Duplex Flange Yield Strength\u201d\uff09\u90fd\u80fd\u9738\u699c Google \u3002</p>\n<p>\u6280\u672f\u6808\u5ba1\u7f8e\u5728\u7ebf\uff1a</p>\n<p>Next.js (App Router) + Headless CMS \u3002\u62d2\u7edd\u81c3\u80bf\u7684 WordPress \u3002</p>\n<p>\u8ffd\u6c42\u6781\u81f4\u7684 PageSpeed \uff0c\u56e0\u4e3a\u901f\u5ea6\u5c31\u662f SEO \u7684\u5730\u57fa\u3002</p>\n<p>\u62e5\u62b1 AI GEO (AI \u641c\u7d22\u4f18\u5316)\uff1a</p>\n<p>\u6709\u6784\u5efa\u884c\u4e1a Knowledge Graph (\u77e5\u8bc6\u56fe\u8c31) \u7684\u610f\u8bc6\uff0c\u8ba9\u6211\u4eec\u7684\u6570\u636e\u4e0d\u4ec5\u7ed9\u4eba\u770b\uff0c\u66f4\u7ed9 LLM \u770b\u3002</p>\n<p>\u5408\u4f5c\u6a21\u5f0f\uff1a</p>\n<p>\u7075\u6d3b\uff1a \u6b22\u8fce\u72ec\u7acb\u5f00\u53d1\u8005\u3002\u524d\u671f\u53ef\u517c\u804c/\u987e\u95ee\uff08\u6309\u9879\u76ee\u7ed3\u7b97\uff09\uff0c\u78e8\u5408\u987a\u7545\u540e\u4f5c\u4e3a\u6280\u672f\u5408\u4f19\u4eba\uff08\u5e95\u85aa+\u5206\u7ea2/\u671f\u6743\uff09\u3002</p>\n<p>\u5c0a\u91cd\uff1a \u6211\u8d1f\u8d23\u641e\u5b9a\u4f9b\u5e94\u94fe\u548c\u54c1\u724c\uff0c\u6280\u672f\u51b3\u7b56\u548c SEO \u7b56\u7565\u4f60\u8bf4\u4e86\u7b97\u3002</p>\n<p>\u8054\u7cfb\u65b9\u5f0f\uff1a</p>\n<p>Email: [Alexander@pestainless.com] (\u8bf7\u5907\u6ce8 V2EX)</p>\n<p>\u5fae\u4fe1: PE33133</p>\n<p>\u5982\u679c\u4f60\u538c\u5026\u4e86\u5207\u56fe\uff0c\u60f3\u7528 SEO \u548c\u4ee3\u7801\u5728\u5782\u76f4\u9886\u57df\u6253\u4e00\u573a\u6f02\u4eae\u7684\u201c\u6d41\u91cf\u653b\u575a\u6218\u201d\uff0c\u6b22\u8fce\u6765\u804a\u3002</p>\n", 
      "date_published": "2025-12-09T08:56:09+00:00", 
      "title": "[\u8fdc\u7a0b/\u5408\u4f19] \u5bfb\u627e\u7cbe\u901a Google SEO \u7684 Next.js \u5f00\u53d1\u8005\uff0c\u4e00\u8d77\u7528\u4ee3\u7801\u91cd\u5851\u5de5\u4e1a MRO \u6d41\u91cf\u3002", 
      "id": "https://www.v2ex.com/t/1177843"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/nsnboy", 
        "name": "nsnboy", 
        "avatar": "https://cdn.v2ex.com/gravatar/c4b7dd72908168ac296a29022003f887?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1176920", 
      "date_modified": "2025-12-04T08:42:32+00:00", 
      "content_html": "\u611f\u89c9\u6700\u8fd1\u6709\u70b9\u201c\u95ed\u95e8\u9020\u8f66\u201d\u3002\u5e74\u7eaa\u6e10\u957f\u4ee5\u540e\uff0c\u5bf9\u4fe1\u606f\u7684\u53d8\u5316\u548c\u66f4\u65b0\u4f1a\u66f4\u654f\u611f\uff0c\u53cd\u800c\u5bb9\u6613\u7126\u8651\uff1a\u4e00\u8fb9\u6015\u9519\u8fc7\uff0c\u4e00\u8fb9\u53c8\u4e0d\u77e5\u9053\u8be5\u5e72\u5565\uff0c\u5e38\u5e38\u89c9\u5f97\u65f6\u95f4\u4e0d\u591f\u7528\u3002<br /><br />\u60f3\u5728\u8fd9\u513f\u8ba4\u8bc6\u4e00\u4e9b\u76ee\u6807\u660e\u786e\u3001\u613f\u610f\u53cb\u597d\u4ea4\u6d41\u7684\u670b\u53cb\uff1a\u4e0d\u5439\u6c34\u3001\u4e0d\u6500\u6bd4\uff0c\u4e3b\u6253\u804a\u641e\u94b1/\u526f\u4e1a/\u804c\u4e1a\u6210\u957f/\u6295\u8d44\u7406\u8d22\u8fd9\u4e9b\u66f4\u843d\u5730\u7684\u65b9\u5411\u3002\u5927\u5bb6\u53ef\u4ee5\u4e92\u76f8\u4ea4\u6362\u5fc3\u5f97\u3001\u8e29\u5751\u7ecf\u9a8c\u3001\u8d44\u6e90\u6e20\u9053\uff0c\u6216\u8005\u5355\u7eaf\u5b9a\u671f\u590d\u76d8\u4e00\u4e0b\u4e5f\u884c\u3002<br /><br />\u6211\u4e5f\u662f\u6df1\u6c34\u7528\u6237\u4e86\uff0c\u6253\u4e2a tag \uff1b<br /><br />\u201cV2EX \u7b2c 1538 \u53f7\u4f1a\u5458\uff0c\u52a0\u5165\u4e8e 2010-09-09 00:17:23 +08:00\u201d<br /><br />\u6709\u5174\u8da3\u7684\u53ef\u4ee5\u56de\u590d\uff0c\u8bf4\u8bf4\u4f60\u73b0\u5728\u5728\u505a\u7684\u65b9\u5411\u3001\u5361\u70b9\u662f\u4ec0\u4e48\u3001\u5e0c\u671b\u4ea4\u6362\u54ea\u7c7b\u4fe1\u606f\u3002<br /><br /><br />\u5148\u629b\u7816\u5f15\u7389\u3002\u6211\u76ee\u524d\u5728\u505a\u4e2a\u79c1\u52df\u3001\u6295\u7814\u7c7b\u7684\u4ea7\u54c1\u3002\u5356\u7684\u662f vip \u670d\u52a1\u30021-2w 1 \u5e74\uff1b<br />\u7814\u7a76\u7684\u6742\u4e03\u6742\u516b\u7684\u65b9\u5411\u6709\uff1aai \u6f2b\u5267\uff0c\u756a\u8304\u5c0f\u8bf4\u4f5c\u5bb6\uff0c\u97f3\u4e50\u7248\u6743\uff0c\u66ff\u522b\u4eba\u642d\u5efa\u7f51\u7ad9\u3002", 
      "date_published": "2025-12-04T07:48:24+00:00", 
      "title": "\u611f\u89c9\u6700\u8fd1\u5f88\u5bb9\u6613\u95ed\u95e8\u9020\u8f66\uff0c\u968f\u7740\u5e74\u9f84\u6e10\u957f\uff0c\u5bf9\u4fe1\u606f\u6709\u70b9\u7126\u8651\u3002\u6709\u6ca1\u6709\u5c31\u641e\u94b1\u53cb\u597d\u4ea4\u6d41\u7684\u3002\u4e92\u76f8\u4ea4\u6362\u5fc3\u5f97\u3002", 
      "id": "https://www.v2ex.com/t/1176920"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/2freeme", 
        "name": "2freeme", 
        "avatar": "https://cdn.v2ex.com/gravatar/ad5909c406a22ccde888ec6aba9e4dc6?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1174153", 
      "date_modified": "2025-11-21T02:52:38+00:00", 
      "content_html": "\u4f60\u662f\u5426\u6000\u7591\u8fc7\uff0c\u6280\u672f\u7684\u7ec8\u6781\u4ef7\u503c\uff0c\u96be\u9053\u5c31\u662f\u5728\u5927\u5382\u91cc\u4f18\u5316\u4e00\u4e2a\u6309\u94ae\uff0c\u6216\u662f\u4e3a\u4e00\u4e2a\u65e5\u6d3b\u4e0d\u518d\u589e\u957f\u7684\u5e94\u7528\u6dfb\u52a0\u53c8\u4e00\u4e2a\u529f\u80fd\u5417\uff1f<br /><br />\u5982\u679c\u4f60\u6e34\u671b\u5c06\u6280\u672f\u4f5c\u4e3a\u4e00\u628a\u624b\u672f\u5200\uff0c\u53bb\u89e3\u5256\u4e00\u4e2a\u771f\u5b9e\u3001\u5e9e\u5927\u4e14\u75db\u82e6\u7684\u4f20\u7edf\u884c\u4e1a\uff1b<br />\u5982\u679c\u4f60\u76f8\u4fe1\uff0c\u6700\u5f3a\u5927\u7684\u5546\u4e1a\u6a21\u5f0f\uff0c\u662f\u90a3\u79cd\u51e0\u4e4e\u96f6\u6210\u672c\u5374\u80fd\u4ea7\u751f\u5de8\u5927\u4ef7\u503c\u7684\u6a21\u5f0f\uff1b<br />\u5982\u679c\u4f60\u4e0d\u7518\u5fc3\u53ea\u505a\u4e00\u4e2a\u6267\u884c\u8005\uff0c\u800c\u60f3\u6210\u4e3a\u4e00\u4f4d\u4ece 0 \u5230 1 \u7684\u521b\u9020\u8005\uff0c\u7528\u67b6\u6784\u601d\u7ef4\u5b9a\u4e49\u4e00\u4e2a\u65b0\u7684\u4e16\u754c\u3002<br /><br />\u90a3\u4e48\uff0c\u8bf7\u82b1 3 \u5206\u949f\u65f6\u95f4\u770b\u5b8c\u8fd9\u7bc7\u6587\u7ae0\u3002\u8fd9\u53ef\u80fd\u662f\u4f60\u804c\u4e1a\u751f\u6daf\u4e2d\uff0c\u79bb\u201c\u6539\u53d8\u4e16\u754c\u201d\u6700\u8fd1\u7684\u4e00\u6b21\u3002<br /><br />\u4e00\u3001\u6211\u4eec\u6b63\u5728\u89e3\u51b3\u4e00\u4e2a\u4ef7\u503c\u4e07\u4ebf\u7684\u201c\u5143\u95ee\u9898\u201d<br /><br />\u6211\u4eec\u805a\u7126\u4e8e\u4e00\u4e2a\u6240\u6709\u4eba\u53f8\u7a7a\u89c1\u60ef\uff0c\u5374\u65e0\u4eba\u771f\u6b63\u89e3\u51b3\u7684\u75db\u70b9\uff1a\u7ebf\u4e0b\u5546\u4e1a\u7684\u201c\u6570\u636e\u9ed1\u6d1e\u201d\u3002<br /><br />\u00b7 \u5bf9\u4e8e\u5546\u573a\uff1a\u4ed6\u4eec\u4e0d\u77e5\u9053\u987e\u5ba2\u7684\u8f66\u505c\u5728\u54ea\u91cc\uff0c\u4e0d\u77e5\u9053\u987e\u5ba2\u505c\u5b8c\u8f66\u540e\u53bb\u4e86\u54ea\u5bb6\u5e97\u3002\u4ed6\u4eec\u65e0\u6cd5\u8bc1\u660e\u4e00\u4e2a\u5e97\u94fa\u7684\u771f\u5b9e\u5ba2\u6d41\u4ef7\u503c\uff0c\u62db\u5546\u548c\u8fd0\u8425\u5982\u540c\u76f2\u4eba\u6478\u8c61\u3002\u4ed6\u4eec\u6bcf\u5e74\u82b1\u8d39\u6570\u5341\u4e07\u90e8\u7f72\u786c\u4ef6\uff0c\u53ea\u4e3a\u89e3\u51b3\u57fa\u7840\u7684\u505c\u8f66\u95ee\u9898\uff0c\u4f46\u6570\u636e\u4f9d\u7136\u4e3a\u96f6\u3002<br />\u00b7 \u5bf9\u4e8e\u8f66\u4e3b\uff1a\u4ed6\u4eec\u5728\u5de8\u5927\u7684\u505c\u8f66\u573a\u91cc\u50cf\u65e0\u5934\u82cd\u8747\u4e00\u6837\u627e\u4e0d\u5230\u8f66\uff1b\u4ed6\u4eec\u627e\u4e0d\u5230\u79bb\u76ee\u7684\u5e97\u94fa\u6700\u8fd1\u7684\u7535\u68af\uff1b\u51fa\u573a\u65f6\u9700\u8981\u5728\u62e5\u5835\u7684\u901a\u9053\u91cc\u6392\u961f\u7f34\u8d39\u3002<br />\u5bf9\u4e8e\u533b\u9662\uff1a\u4e0a\u4e86\u5c81\u6570\u7684\u8001\u4eba\u4ecd\u9700\u8981\u5bb6\u4eba\u966a\u540c\u4ee5\u53ca\u5c31\u8bca\u966a\u540c\u5426\u5219\u5c31\u50cf\u50bb\u5b50\u4e00\u6837\u5446\u5728\u539f\u5730\uff0c\u5373\u4f7f\u5bb6\u4eba\u966a\u540c\u4e5f\u4e0d\u80fd\u5b8c\u5168\u8dd1\u901a\u6574\u4e2a\u6d41\u7a0b\uff0c\u800c\u6211\u4eec\u505a\u7684\u4e8b\u60c5\u5c31\u662f\u5730\u56fe\u4e16\u754c\u91cc\u6700\u540e 100 \u7c73\u7684\u6781\u81f4\u4f53\u9a8c\uff0c<br /><br />\u6211\u4eec\u7684\u7b54\u6848\uff1f<br />\u4e00\u5957\u5b8c\u5168\u8f7b\u8d44\u4ea7\u6a21\u5f0f\u3002\u6211\u4eec\u4e0d\u751f\u4ea7\u3001\u4e0d\u5b89\u88c5\u3001\u4e0d\u7ef4\u62a4\u4efb\u4f55\u786c\u4ef6\u3002\u6211\u4eec\u53ea\u7528\u8f6f\u4ef6\u548c\u7b97\u6cd5\uff0c\u5c31\u7cbe\u51c6\u5730\u89e3\u51b3\u4e86\u4ee5\u4e0a\u6240\u6709\u95ee\u9898\uff0c\u4f17\u6240\u5468\u77e5\uff0c\u73b0\u5728\u7684\u667a\u6167\u7cfb\u5217\u6539\u9020\u9700\u8981\u5e9e\u5927\u91cd\u8d44\u4ea7\u6295\u5165\uff0c\u84dd\u7259\u4fe1\u6807\uff0c\u5730\u78c1\u611f\u5e94\uff0cai \u6444\u50cf\u5934\uff0c\u7cbe\u51c6\u5bfc\u822a\uff0c\u8fd8\u8981\u62c9\u7ebf\u63a5\u7535\u6539\u7ebf\u8def\uff0c\u5373\u4f7f\u8fd9\u6837\u7cbe\u5ea6\u8303\u56f4\u63a7\u5236\u5728\u51e0\u7c73\u4ee5\u5185\uff0c\u5df2\u7ecf\u5c5e\u4e8e\u9876\u7ea7\uff0c\u800c\u6211\u4eec\u5f97\u6838\u5fc3\u6280\u672f\u80fd\u8ba9\u7cbe\u5ea6\u8bef\u5dee\u7f29\u5c0f\u5728\u51e0\u5398\u7c73\uff0c\u4e0d\u9700\u8981\u4efb\u4f55\u4ee5\u4e0a\u6240\u6709\u7684\u5916\u8bbe\u652f\u6301\uff0c\u5c5e\u4e8e\u98a0\u8986\u884c\u4e1a\u8ba4\u77e5\u7684\u6c34\u51c6\u3002<br />\u672a\u6765\u6211\u4eec\u89e3\u51b3\u4e86\u4ec0\u4e48\u95ee\u9898\uff0c\u57fa\u672c\u4e0a\u6240\u6709\u7684\u964c\u751f\u573a\u6240\u90fd\u4e0d\u5728\u964c\u751f\uff0c\u7ed9\u6d88\u8d39\u8005\u8282\u7701\u4e86\u5927\u91cf\u7684\u65f6\u95f4\u6210\u672c\uff0c\u4e3a\u5546\u573a\u89e3\u51b3\u4e86\u75db\u70b9\u521a\u9700\u95ee\u9898\uff0c\u6295\u8bc9\u7387\u5927\u5e45\u5ea6\u4e0b\u964d\uff0c\u4e3a\u5546\u5bb6\u8d4b\u80fd\uff0c\u4e3a\u5546\u573a\u589e\u6536\uff0c\u53ef\u8c13\u4e00\u952e\u4e09\u96d5\uff0c\u5f53\u751f\u6001\u7cfb\u7edf\u6210\u578b\uff0c\u88ab\u52a8\u6536\u5165\u591a\u6837\uff0c\u4e14\u884c\u4e1a\u5929\u82b1\u677f\u7ea7\u522b\u4e0a\u9650\u5de8\u9ad8\u3002<br /><br /><br />\u4e8c\u3001\u7528\u4e00\u4e2a\u652f\u70b9\u7fd8\u8d77\u6574\u4e2a\u884c\u4e1a<br />1. \u6781\u81f4\u7684\u201c\u8f7b\u8d44\u4ea7\u201d\uff1a\u6211\u4eec\u7684\u6a21\u5f0f\u51b3\u5b9a\u4e86\u6269\u5f20\u7684\u8fb9\u9645\u6210\u672c\u65e0\u9650\u8d8b\u8fd1\u4e8e\u96f6\u3002\u62ff\u4e0b 100 \u4e2a\u505c\u8f66\u573a\u548c\u62ff\u4e0b 1000 \u4e2a\u505c\u8f66\u573a\uff0c\u6211\u4eec\u7684\u6838\u5fc3\u6210\u672c\u7ed3\u6784\u51e0\u4e4e\u4e0d\u53d8\u3002<br />2. \u6e05\u6670\u7684\u201c\u73b0\u91d1\u6d41\u201d\uff1a\u6211\u4eec\u5411\u5546\u573a\u6536\u53d6\u5e74\u5ea6 SaaS \u670d\u52a1\u8d39\u3002\u8fd9\u662f\u4e00\u4e2a\u7a33\u5b9a\u3001\u53ef\u9884\u6d4b\u7684\u73b0\u91d1\u6d41\u4e1a\u52a1\u3002\u540e\u7eed\u751f\u6001\u6253\u901a\uff0c\u63a5\u5165 kpi \uff0c\u5404\u79cd\u88ab\u52a8\u6536\u76ca<br />3. \u6050\u6016\u7684\u201c\u5929\u82b1\u677f\u201d\uff1a\u6211\u4eec\u5207\u5165\u7684\uff0c\u662f\u5546\u4e1a\u5730\u4ea7\u8fd0\u8425\u7684\u6838\u5fc3\u75db\u70b9\u3002\u4e00\u65e6\u9a8c\u8bc1\u6210\u529f\uff0c\u4ece\u4e00\u4e2a\u5546\u573a\u590d\u5236\u5230\u4e00\u767e\u4e2a\u5546\u573a\uff0c\u53ea\u662f\u65f6\u95f4\u95ee\u9898\u3002\u800c\u8fd9\uff0c\u4ec5\u4ec5\u662f\u8fd9\u4e2a\u6570\u636e\u751f\u610f\u7684\u8d77\u70b9\u3002<br /><br />\u4e09\u3001\u6211\u4eec\u9700\u8981\u4f60\u6765\u5efa\u9020\u4ec0\u4e48\uff1f\uff08\u6280\u672f\u5e1d\u56fd\u7684\u84dd\u56fe\uff09<br /><br />\u4f5c\u4e3a\u6280\u672f\u8054\u5408\u521b\u59cb\u4eba\uff0c\u4f60\u5c06\u4e3b\u5bfc\u6784\u5efa\u8fd9\u4e00\u5207\u7684\u6280\u672f\u6838\u5fc3\uff1a<br /><br />1. \u6253\u9020\u201c\u9690\u5f62\u201d\u7684 C \u7aef\u4f53\u9a8c\uff1a\u9886\u5bfc\u5f00\u53d1\u9762\u5411\u7528\u6237\u7684\u5c0f\u7a0b\u5e8f/App \u3002\uff08\u6838\u5fc3\u67b6\u6784\u6d89\u53ca\u5546\u4e1a\u673a\u5bc6\u6682\u65f6\u4e0d\u5bf9\u5916\u516c\u5f00\uff09<br />2. \u67b6\u6784\u201c\u806a\u660e\u201d\u7684 B \u7aef\u5927\u8111\uff1a\u6784\u5efa\u5546\u5bb6\u7684 SaaS \u7ba1\u7406\u540e\u53f0\u3002\u91cd\u70b9\u5728\u4e8e\u6570\u636e\u53ef\u89c6\u5316\u3001\u81ea\u52a8\u5316\u62a5\u544a\u751f\u6210\uff0c\u8ba9\u5546\u573a\u8fd0\u8425\u65b9\u4e00\u773c\u770b\u7a7f\u66fe\u7ecf\u7684\u201c\u6570\u636e\u9ed1\u6d1e\u201d\u3002<br />3. \u6316\u6398\u201c\u6c89\u7761\u201d\u7684\u6570\u636e\u4ef7\u503c\uff1a\u6784\u5efa\u6570\u636e\u7ba1\u9053\u4e0e\u5206\u6790\u6a21\u578b\uff0c\u5c06\u7528\u6237\u884c\u4e3a\u6570\u636e\u8f6c\u5316\u4e3a\u9ad8\u4ef7\u503c\u7684\u5546\u4e1a\u6d1e\u5bdf\uff0c\u4e3a\u672a\u6765\u7684\u6307\u6570\u7ea7\u589e\u957f\u5960\u5b9a\u57fa\u77f3\u3002<br /><br />\u6280\u672f\u6808\u5efa\u8bae\uff1a \u4e91\u7aef\uff08 Go/JAVA/Python \uff09\u3001\u524d\u7aef\uff08 Vue/React \uff09\u3001\u79fb\u52a8\u7aef\uff08\u5fae\u4fe1\u5c0f\u7a0b\u5e8f\uff09\u3001\u6570\u636e\u5e93\uff08 MySQL/NoSQL \uff09\u3002\u4f46\u6211\u4eec\u66f4\u770b\u91cd\u4f60\u5bf9\u6280\u672f\u9009\u578b\u7684\u72ec\u7acb\u601d\u8003\u3002<br /><br />\u56db\u3001\u6211\u4eec\u6b63\u5728\u5bfb\u627e\u7684\u4f60<br /><br />\u6211\u4eec\u5728\u627e\u7684\uff0c\u4e0d\u662f\u53e6\u4e00\u4e2a\u7a0b\u5e8f\u5458\uff0c\u800c\u662f\u4e00\u4f4d \u201c\u5efa\u9020\u8005\u201d\u3002<br /><br />\u00b7 \u786c\u6838\u5b9e\u529b\uff1a<br />  \u00b7 \u62e5\u6709\u4ece 0 \u5230 1 \u6784\u5efa\u5e76\u4e0a\u7ebf\u590d\u6742\u7cfb\u7edf\u7684\u6210\u529f\u7ecf\u9a8c\u3002<br />  \u00b7 \u7cbe\u901a\u540e\u7aef\u67b6\u6784\uff0c\u5bf9\u9ad8\u5e76\u53d1\u3001\u6570\u636e\u5bc6\u96c6\u578b\u5e94\u7528\u6709\u6df1\u523b\u7406\u89e3\u3002<br />  \u00b7 \u5177\u5907\u9886\u5bfc\u529b\u6f5c\u8d28\uff0c\u672a\u6765\u80fd\u5438\u5f15\u5e76\u5e26\u9886\u4e00\u652f\u9876\u5c16\u7684\u6280\u672f\u56e2\u961f\u3002<br />\u00b7 \u521b\u4e1a\u5fc3\u667a\uff1a<br />  \u00b7 \u4ea7\u54c1\u601d\u7ef4\uff1a\u4f60\u80fd\u7406\u89e3\uff0c\u6280\u672f\u662f\u5b9e\u73b0\u5546\u4e1a\u76ee\u6807\u7684\u5de5\u5177\u3002\u4f60\u4f1a\u548c\u6211\u4eec\u4e00\u8d77\u51b3\u5b9a\u201c\u505a\u4ec0\u4e48\u201d\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u201c\u600e\u4e48\u505a\u201d\u3002<br />  \u00b7 \u6781\u81f4\u7684\u52a1\u5b9e\u4e3b\u4e49\uff1a\u6df1\u8c19\u201c\u5728\u8d44\u6e90\u6709\u9650\u7684\u60c5\u51b5\u4e0b\u505a\u51fa\u6700\u4f18\u89e3\u201d\u7684\u827a\u672f\uff0c\u8ffd\u6c42\u901f\u5ea6\u4e0e\u8d28\u91cf\u7684\u5b8c\u7f8e\u5e73\u8861\u3002<br />  \u00b7 \u6240\u6709\u6743\u610f\u8bc6\uff1a\u4f60\u4f1a\u50cf\u5b88\u62a4\u81ea\u5df1\u7684\u5b69\u5b50\u4e00\u6837\u5b88\u62a4\u4ea7\u54c1\u548c\u4ee3\u7801\uff0c\u56e0\u4e3a\u4f60\u5c06\u662f\u5b83\u4eec\u771f\u6b63\u7684 owner \u3002<br /><br />\u4e94\u3001\u4f60\u80fd\u5f97\u5230\u7684\uff08 beyond salary \uff09<br /><br />1. \u771f\u6b63\u7684\u5408\u4f19\u4eba\u8eab\u4efd\uff1a\u53ef\u89c2\u7684\u3001\u53d7\u6cd5\u5f8b\u4fdd\u62a4\u7684\u521b\u59cb\u4eba\u80a1\u6743\u3002\u4f60\u7684\u672a\u6765\uff0c\u4e0e\u516c\u53f8\u7684\u4ef7\u503c\u6df1\u5ea6\u7ed1\u5b9a\u3002<br />2.\u7edd\u5bf9\u7684\u6280\u672f\u81ea\u4e3b\u6743\uff1a\u6280\u672f\u6808\u3001\u56e2\u961f\u6587\u5316\u3001\u5f00\u53d1\u8282\u594f\uff0c\u7531\u4f60\u4e3b\u5bfc\u5851\u9020\u3002\u4f60\u662f\u8fd9\u5ea7\u6280\u672f\u5e1d\u56fd\u7684\u9996\u5e2d\u67b6\u6784\u5e08\u3002<br />4. \u4ece 0 \u5230 1 \u7684\u5b8c\u6574\u5c65\u5386\uff1a\u4e00\u4e2a\u672a\u6765\u53ef\u4ee5\u5199\u5728\u7b80\u5386\u6700\u9876\u7aef\u7684\u7ecf\u5386\uff1a\u201cXX \u516c\u53f8 \u6280\u672f\u8054\u5408\u521b\u59cb\u4eba\u201d\u3002<br /><br />\u5982\u679c\u4f60\u770b\u5230\u4e86\u8fd9\u91cc\uff1a<br /><br />\u8bf4\u660e\u4f60\u5fc3\u52a8\u4e86\u3002\u8bf7\u7acb\u5373\u884c\u52a8\u3002<br />\u7528\u7b80\u77ed\u7684\u8bed\u8a00\u544a\u8bc9\u6211\u4eec\uff1a<br /><br />1. \u4f60\u8fc7\u53bb\u505a\u8fc7\u7684\u6700\u5f15\u4ee5\u4e3a\u8c6a\u7684\u9879\u76ee\u662f\u4ec0\u4e48\uff1f\u4e3a\u4ec0\u4e48\uff1f<br />2. \u57fa\u4e8e\u4e0a\u6587\u63cf\u8ff0\uff0c\u4f60\u8ba4\u4e3a\u6211\u4eec\u9762\u4e34\u7684\u6700\u5927\u6280\u672f\u6311\u6218\u53ef\u80fd\u662f\u4ec0\u4e48\uff1f<br /><br />\u6bcf\u4e00\u5c01\u771f\u8bda\u7684\u6765\u4fe1\uff0c\u90fd\u4f1a\u5f97\u5230\u6211\u4eec\u8054\u5408\u521b\u59cb\u4eba\u6700\u76f4\u63a5\u7684\u56de\u590d\u3002<br /><br />\u7ed3\u8bed\uff1a<br />\u6700\u597d\u7684\u673a\u4f1a\uff0c\u603b\u662f\u9690\u85cf\u5728\u5927\u591a\u6570\u4eba\u770b\u4e0d\u89c1\u7684\u5730\u65b9\u3002\u6211\u4eec\u5df2\u6084\u65e0\u58f0\u606f\u5730\u64ac\u5f00\u4e86\u4e00\u9053\u88c2\u7f1d\uff0c\u770b\u5230\u4e86\u95e8\u540e\u5de8\u5927\u7684\u91d1\u5149\u3002<br /><br />\u73b0\u5728\uff0c\u6211\u4eec\u9700\u8981\u4e00\u4f4d\u6700\u5f3a\u7684\u4f19\u4f34\uff0c\u4e00\u8d77\u628a\u95e8\u63a8\u5f00\u3002\u5982\u679c\u4f60\u770b\u5230\u8fd9\u91cc\u89c9\u5f97\u70ed\u8840\u6cb8\u817e\uff0c\u8bf7\u4e0e\u6211\u4eec\u8054\u7cfb\u3002vx : FW888in", 
      "date_published": "2025-11-21T02:30:50+00:00", 
      "title": "[\u5bfb\u627e\u6280\u672f\u5408\u4f19\u4eba] \u5343\u4ebf\u667a\u6167\u505c\u8f66\u5e02\u573a\uff0c\u201c\u96f6\u786c\u4ef6\u201d\u6570\u636e\u95ed\u73af\u6a21\u5f0f\u5df2\u5b8c\u5907\uff0c\u5bfb CTO", 
      "id": "https://www.v2ex.com/t/1174153"
    }
  ]
}