{"id":153,"date":"2026-05-24T16:18:42","date_gmt":"2026-05-24T08:18:42","guid":{"rendered":"https:\/\/www.deartester.com\/index.php\/2026\/05\/24\/%e6%b5%8b%e8%af%95%e5%b7%a5%e7%a8%8b%e5%b8%88%e7%9a%84-ai%e5%8a%a9%e6%89%8b-%ef%bc%9a%e5%a4%a7%e6%a8%a1%e5%9e%8b%e8%83%bd%e5%b8%ae%e6%88%91%e4%bb%ac%e5%81%9a%e4%bb%80%e4%b9%88%ef%bc%8c%e4%b8%8d\/"},"modified":"2026-09-03T23:17:54","modified_gmt":"2026-09-03T15:17:54","slug":"%e6%b5%8b%e8%af%95%e5%b7%a5%e7%a8%8b%e5%b8%88%e7%9a%84-ai%e5%8a%a9%e6%89%8b-%ef%bc%9a%e5%a4%a7%e6%a8%a1%e5%9e%8b%e8%83%bd%e5%b8%ae%e6%88%91%e4%bb%ac%e5%81%9a%e4%bb%80%e4%b9%88%ef%bc%8c%e4%b8%8d","status":"publish","type":"post","link":"https:\/\/www.deartester.com\/index.php\/2026\/05\/24\/%e6%b5%8b%e8%af%95%e5%b7%a5%e7%a8%8b%e5%b8%88%e7%9a%84-ai%e5%8a%a9%e6%89%8b-%ef%bc%9a%e5%a4%a7%e6%a8%a1%e5%9e%8b%e8%83%bd%e5%b8%ae%e6%88%91%e4%bb%ac%e5%81%9a%e4%bb%80%e4%b9%88%ef%bc%8c%e4%b8%8d\/","title":{"rendered":"\u6d4b\u8bd5\u5de5\u7a0b\u5e08\u7684 AI\u52a9\u624b \uff1a\u5927\u6a21\u578b\u80fd\u5e2e\u6211\u4eec\u505a\u4ec0\u4e48\uff0c\u4e0d\u80fd\u505a\u4ec0\u4e48"},"content":{"rendered":"

\u4e0a\u5468\uff0c\u4e00\u4f4d\u505a\u4e868\u5e74\u529f\u80fd\u6d4b\u8bd5\u7684\u670b\u53cb\u8ddf\u6211\u5410\u69fd\uff1a<\/span><\/p>\n

“\u7fa4\u91cc\u90fd\u5728\u804aAI\u81ea\u52a8\u5316\uff0c\u9886\u5bfc\u4e5f\u5f00\u59cb\u95ee’\u4f60\u4eec\u80fd\u4e0d\u80fd\u7528AI\u63d0\u6548’\u3002\u6211\u8fdePython\u90fd\u5199\u4e0d\u5229\u7d22\uff0c\u611f\u89c9\u81ea\u5df1\u968f\u65f6\u8981\u88ab\u6dd8\u6c70\u2026\u2026”<\/span><\/p>\n


<\/span><\/p>\n

\u8fd9\u79cd\u7126\u8651\uff0c\u6211\u51e0\u4e4e\u6bcf\u5929\u90fd\u5728\u793e\u7fa4\u91cc\u770b\u5230\u3002AI\u5927\u6a21\u578b\u4e00\u591c\u7206\u706b\uff0c\u94fa\u5929\u76d6\u5730\u7684”AI\u66ff\u4ee3\u6d4b\u8bd5”\u6587\u7ae0\u8ba9\u4eba\u5fc3\u614c\u3002\u4f46\u51b7\u9759\u4e0b\u6765\u60f3\u60f3\u2014\u2014<\/span>\u4f60\u771f\u7684\u4e86\u89e3\u5927\u6a21\u578b\u80fd\u505a\u4ec0\u4e48\u3001\u4e0d\u80fd\u505a\u4ec0\u4e48\u5417\uff1f<\/span><\/b><\/p>\n

\u8fd9\u7bc7\u6587\u7ae0\u4e0d\u8d29\u5356\u7126\u8651\uff0c\u4e0d\u9f13\u5439\u6280\u672f\uff0c\u53ea\u505a\u4e00\u4ef6\u4e8b\uff1a\u5e2e\u4f60\u770b\u6e05AI\u5728\u6d4b\u8bd5\u9886\u57df\u7684\u771f\u5b9e\u80fd\u529b\u8fb9\u754c\u3002\u770b\u5b8c\u4e4b\u540e\uff0c\u4f60\u5c31\u77e5\u9053\u8be5\u62c5\u5fc3\u4ec0\u4e48\uff0c\u8be5\u5b66\u4ec0\u4e48\uff0c\u4ee5\u53ca\u2014\u2014<\/span>\u7126\u8651\u6839\u672c\u6ca1\u5fc5\u8981\u3002<\/span><\/b><\/p>\n


<\/span><\/b><\/p>\n

\n


<\/span><\/b><\/p>\n\n\n\n
\n
\u7b2c\u4e00\u7ae0<\/span><\/span><\/section>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u5927\u6a21\u578b\u80fd\u5e2e\u6d4b\u8bd5\u4eba\u505a\u4ec0\u4e48\uff1f<\/span><\/h2>\n

\u522b\u6025\uff0c\u5148\u770b\u770b\u8fd98\u4e2a\u4f60\u4eca\u5929\u5c31\u80fd\u7528\u8d77\u6765\u7684\u573a\u666f<\/span><\/p>\n

\ud83d\udccc \u573a\u666f\u4e00\uff1a\u667a\u80fd\u751f\u6210\u6d4b\u8bd5\u7528\u4f8b<\/span><\/span><\/h3>\n

\u8f93\u5165\u9700\u6c42\u63cf\u8ff0\uff0c\u8ba9\u5927\u6a21\u578b\u5e2e\u4f60\u751f\u6210\u7ed3\u6784\u5316\u6d4b\u8bd5\u7528\u4f8b\u3002\u8fd9\u662f\u76ee\u524d\u6700\u6210\u719f\u3001\u6700\u9ad8\u9891\u7684\u4f7f\u7528\u573a\u666f\u3002<\/span><\/p>\n

\ud83d\udca1 Prompt \u793a\u4f8b\uff1a<\/span><\/p>\n\n\n\n
\n
\u4f60\u662f\u4e00\u4e2a\u8d44\u6df1\u6d4b\u8bd5\u5de5\u7a0b\u5e08\u3002\u8bf7\u6839\u636e\u4ee5\u4e0b\u9700\u6c42\uff0c\u751f\u6210\u81f3\u5c1115\u6761\u6d4b\u8bd5\u7528\u4f8b\uff0c\u8986\u76d6\u6b63\u5e38\u6d41\u7a0b\u3001\u5f02\u5e38\u6d41\u7a0b\u3001\u8fb9\u754c\u503c\u548c\u6027\u80fd\u573a\u666f\u3002<\/span><\/span><\/span><\/section>\n
\u3010\u9700\u6c42\u63cf\u8ff0\u3011\u7528\u6237\u767b\u5f55\u529f\u80fd\uff1a<\/span><\/span><\/span>
1. \u652f\u6301\u624b\u673a\u53f7+\u9a8c\u8bc1\u7801\u548c\u8d26\u53f7\u5bc6\u7801\u4e24\u79cd\u65b9\u5f0f<\/span><\/span><\/span>
2. \u8fde\u7eed5\u6b21\u5bc6\u7801\u9519\u8bef\u9501\u5b9a\u8d26\u53f730\u5206\u949f<\/span><\/span><\/span>
3. \u652f\u6301”\u8bb0\u4f4f\u6211”\u529f\u80fd\uff0c\u6709\u6548\u671f7\u5929<\/span><\/span><\/span><\/section>\n
\u8f93\u51fa\u683c\u5f0f\uff1a\u7528\u4f8b\u7f16\u53f7 | \u6d4b\u8bd5\u9879 | \u524d\u7f6e\u6761\u4ef6 | \u64cd\u4f5c\u6b65\u9aa4 | \u9884\u671f\u7ed3\u679c | \u4f18\u5148\u7ea7<\/span><\/span><\/span><\/section>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n


<\/span><\/p>\n

\u2705 \u751f\u6210\u540e\u7531\u4f60\u5ba1\u6838\u3001\u8865\u5145\uff0c\u6548\u7387\u63d0\u53473-5\u500d\u3002<\/span><\/p>\n


<\/span><\/p>\n

\ud83d\udccc \u573a\u666f\u4e8c\uff1a\u81ea\u52a8\u5316\u811a\u672c\u751f\u6210\u4e0e\u8c03\u8bd5<\/span><\/span><\/h3>\n

\u4e0d\u4f1a\u5199\u4ee3\u7801\uff1f\u8ba9AI\u5e2e\u4f60\u5199\u3002\u628a\u4f60\u60f3\u8981\u7684\u64cd\u4f5c\u7528\u81ea\u7136\u8bed\u8a00\u63cf\u8ff0\u6e05\u695a\uff0c\u5b83\u5c31\u80fd\u8f93\u51fa\u53ef\u8fd0\u884c\u7684\u811a\u672c\u3002<\/span><\/p>\n

\ud83d\udca1 Prompt \u793a\u4f8b\uff1a<\/span><\/p>\n\n\n\n
\n
\u8bf7\u7528Python + Selenium\u5199\u4e00\u4e2a\u81ea\u52a8\u5316\u811a\u672c\uff1a<\/span><\/span><\/span>
    1. \u6253\u5f00Chrome\u6d4f\u89c8\u5668<\/span><\/span><\/span>
    2. \u8bbf\u95ee https:\/\/example.com\/login<\/span><\/span><\/span>
    3. \u8f93\u5165\u7528\u6237\u540d”testuser”\u548c\u5bc6\u7801”Test@123″<\/span><\/span><\/span>
    4. \u70b9\u51fb\u767b\u5f55\u6309\u94ae<\/span><\/span><\/span>
    5. \u9a8c\u8bc1\u8df3\u8f6c\u5230\u9996\u9875\uff08URL\u5305\u542b\/dashboard\uff09<\/span><\/span><\/span>
    6. \u622a\u56fe\u4fdd\u5b58\u5230 .\/screenshots\/ \u76ee\u5f55<\/span><\/span><\/span>
\u8bf7\u6dfb\u52a0\u5f02\u5e38\u5904\u7406\u548c\u65e5\u5fd7\u8f93\u51fa\u3002<\/span><\/span><\/span><\/section>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n
\u26a0\ufe0f \u6ce8\u610f\uff1a\u751f\u6210\u7684\u811a\u672c\u52a1\u5fc5\u5728\u672c\u5730\u8fd0\u884c\u9a8c\u8bc1\uff0c\u4e0d\u8981\u76f4\u63a5\u63d0\u4ea4\u5230CI\u6d41\u6c34\u7ebf\u3002AI\u4f1a”\u4e00\u672c\u6b63\u7ecf\u5730\u72af\u9519”\u3002<\/span><\/span><\/section>\n

\ud83d\udccc \u573a\u666f\u4e09\uff1a\u7f3a\u9677\u62a5\u544a\u667a\u80fd\u8865\u5168<\/span><\/span><\/h3>\n

\u53d1\u73b0\u4e86bug\u4f46\u5199\u7f3a\u9677\u62a5\u544a\u5934\u75bc\uff1f\u628a\u73b0\u8c61\u63cf\u8ff0\u6254\u7ed9AI\uff0c\u5b83\u5e2e\u4f60\u6574\u7406\u6210\u6807\u51c6\u7684\u7f3a\u9677\u62a5\u544a\u683c\u5f0f\u3002<\/span><\/p>\n

\ud83d\udca1 \u8f93\u5165\uff1a<\/span><\/p>\n

\n
    \n
  • <\/li>\n<\/ul>\n
    \"\u5728\u8d2d\u7269\u8f66\u9875\u9762\uff0c\u5546\u54c1\u6570\u91cf\u8f93\u5165\u8d1f\u6570\u540e\u70b9\u7ed3\u7b97\uff0c\u9875\u9762\u767d\u5c4f\u4e86\uff0c\u63a7\u5236\u53f0\u62a5\u9519 TypeError\"<\/span><\/span><\/code><\/pre>\n<\/section>\n
    \ud83c\udfaf AI\u8f93\u51fa\u6807\u51c6\u7f3a\u9677\u62a5\u544a\uff1a<\/span><\/p>\n\n\n\n
    \n
    \u6807\u9898\uff1a<\/span><\/b>\u8d2d\u7269\u8f66-\u8f93\u5165\u8d1f\u6570\u5546\u54c1\u6570\u91cf\u540e\u7ed3\u7b97\u5bfc\u81f4\u9875\u9762\u767d\u5c4f<\/span>
    \u4e25\u91cd\u7a0b\u5ea6\uff1a<\/span><\/b>P1\uff08\u963b\u585e\u6d41\u7a0b\uff09<\/span>
    \u590d\u73b0\u6b65\u9aa4\uff1a<\/span><\/b>\u2460 \u8fdb\u5165\u8d2d\u7269\u8f66 \u2461 \u4fee\u6539\u5546\u54c1\u6570\u91cf\u4e3a”-1″ \u2462 \u70b9\u51fb”\u53bb\u7ed3\u7b97”<\/span>
    \u9884\u671f\u7ed3\u679c\uff1a<\/span><\/b>\u6570\u91cf\u5e94\u6821\u9a8c\uff0c\u4e0d\u5141\u8bb8\u8d1f\u6570\u8f93\u5165\u6216\u7ed9\u51fa\u63d0\u793a<\/span>
    \u5b9e\u9645\u7ed3\u679c\uff1a<\/span><\/b>\u9875\u9762\u767d\u5c4f\uff0c\u63a7\u5236\u53f0\u8f93\u51fa TypeError<\/span>
    \u73af\u5883\u4fe1\u606f\uff1a<\/span><\/b>Chrome 124 \/ Windows 11 \/ v2.3.1<\/span><\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

    <\/span><\/p>\n
    \ud83d\udccc \u573a\u666f\u56db\uff1a\u6d4b\u8bd5\u6570\u636e\u6279\u91cf\u751f\u6210<\/span><\/span><\/h3>\n
    \u9020\u6d4b\u8bd5\u6570\u636e\u662f\u4f53\u529b\u6d3b\u3002\u8ba9AI\u5e2e\u4f60\u6279\u91cf\u751f\u6210\u624b\u673a\u53f7\u3001\u8eab\u4efd\u8bc1\u53f7\u3001\u8ba2\u5355\u53f7\u3001\u5404\u79cd\u8fb9\u754c\u503c\u6570\u636e\uff0c\u751a\u81f3\u76f4\u63a5\u8f93\u51faSQL\u63d2\u5165\u8bed\u53e5\u3002<\/span><\/p>\n\n\n\n
    \n
    \u8bf7\u751f\u621050\u6761\u7528\u6237\u6ce8\u518c\u6d4b\u8bd5\u6570\u636e\uff0c\u8981\u6c42\uff1a<\/span><\/span><\/span>
        – \u624b\u673a\u53f7\uff1a\u771f\u5b9e\u53f7\u6bb5\u683c\u5f0f<\/span><\/span><\/span>
        – \u5e74\u9f84\uff1a\u8986\u76d60\u300117\u300118\u300165\u300166\u3001100\u7b49\u8fb9\u754c\u503c<\/span><\/span><\/span>
        – \u90ae\u7bb1\u683c\u5f0f\uff1a\u5305\u542b\u65e0\u6548\u683c\u5f0f\uff08\u7f3a\u5c11@\u3001\u7f3a\u5c11\u57df\u540d\u7b49\uff09<\/span><\/span><\/span>
    \u4ee5CSV\u683c\u5f0f\u8f93\u51fa\uff0c\u53ef\u76f4\u63a5\u7528\u4e8ePostman\u6279\u91cf\u5bfc\u5165<\/span><\/span><\/span><\/section>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

    <\/span><\/span><\/section>\n
    \ud83d\udccc \u573a\u666f\u4e94\uff1a\u63a5\u53e3\u6587\u6863\u5feb\u901f\u8bc4\u5ba1<\/span><\/span><\/h3>\n
    \u62ff\u5230\u4e00\u4efdAPI\u6587\u6863\uff0c\u8ba9AI\u5e2e\u4f60\u505a\u521d\u6b65\u8bc4\u5ba1\u2014\u2014\u68c0\u67e5\u5b57\u6bb5\u7f3a\u5931\u3001\u72b6\u6001\u7801\u4e0d\u4e00\u81f4\u3001\u9274\u6743\u903b\u8f91\u6f0f\u6d1e\u7b49\u3002<\/span><\/p>\n
    \u2705 \u5b9e\u6218\u6280\u5de7\uff1a\u628aSwagger\/OpenAPI\u7684JSON\u76f4\u63a5\u8d34\u7ed9\u5927\u6a21\u578b\uff0c\u8ba9\u5b83\u6309\u7167\u4f60\u7684\u8bc4\u5ba1Checklist\u9010\u9879\u68c0\u67e5\u3002<\/span><\/p>\n

    <\/span><\/p>\n

    <\/span><\/p>\n
    \ud83d\udccc \u573a\u666f\u516d\uff1a\u65e5\u5fd7\u5206\u6790\u4e0e\u7f3a\u9677\u5b9a\u4f4d<\/span><\/span><\/h3>\n
    \u51e0\u767e\u884c\u7684\u62a5\u9519\u65e5\u5fd7\u770b\u4e0d\u8fc7\u6765\uff1f\u8ba9AI\u5e2e\u4f60\u5feb\u901f\u5b9a\u4f4d\u5173\u952e\u4fe1\u606f\uff1a\u9519\u8bef\u7c7b\u578b\u3001\u8c03\u7528\u94fe\u8def\u3001\u53ef\u80fd\u539f\u56e0\u3002<\/span><\/p>\n

    <\/span><\/p>\n
    \ud83d\udccc \u573a\u666f\u4e03\uff1a\u6d4b\u8bd5\u62a5\u544a\u81ea\u52a8\u751f\u6210<\/span><\/span><\/h3>\n
    \u628a\u6d4b\u8bd5\u6267\u884c\u7ed3\u679c\u6570\u636e\u7ed9AI\uff0c\u81ea\u52a8\u751f\u6210\u7ed3\u6784\u5316\u7684\u6d4b\u8bd5\u62a5\u544a\u2014\u2014\u542b\u56fe\u8868\u5efa\u8bae\u3001\u98ce\u9669\u5206\u6790\u3001\u7ed3\u8bba\u3002<\/span><\/p>\n

    <\/span><\/p>\n
    \ud83d\udccc \u573a\u666f\u516b\uff1a\u65b0\u4eba\/\u8f6c\u5c97\u6d4b\u8bd5\u77e5\u8bc6\u7b54\u7591<\/span><\/span><\/h3>\n
    \u76f8\u5f53\u4e8e\u4e00\u4e2a24\u5c0f\u65f6\u5728\u7ebf\u7684\u6280\u672f\u5bfc\u5e08\u3002\u95ee\u4ec0\u4e48\u7b54\u4ec0\u4e48\uff0c\u4ece\u6d4b\u8bd5\u7406\u8bba\u5230\u5de5\u5177\u4f7f\u7528\uff0c\u6bd4\u641c\u7d22\u5f15\u64ce\u66f4\u7cbe\u51c6\u3002<\/span><\/p>\n

    <\/span><\/p>\n
     <\/span>\u5c0f\u7ed3<\/span>\uff1a\u4ee5\u4e0a8\u4e2a\u573a\u666f\u7684\u5171\u540c\u7279\u70b9\u662f\u2014\u2014<\/span><\/span>AI\u8d1f\u8d23\u751f\u6210\u521d\u7a3f\uff0c\u4f60\u8d1f\u8d23\u5ba1\u6838\u628a\u5173\u3002<\/span><\/span><\/b>\u5b83\u662f\u4f60\u7684\u6548\u7387\u653e\u5927\u5668\uff0c\u4e0d\u662f\u4f60\u7684\u66ff\u8eab\u3002<\/span><\/span><\/span><\/p>\n

    <\/span><\/p>\n
    \n

    <\/span><\/p>\n
    \n\n\n\n
    \n
    \u7b2c\u4e8c\u7ae0<\/span><\/span><\/section>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n
    \u5927\u6a21\u578b\u4e0d\u80fd\u505a\u4ec0\u4e48\uff1f\u770b\u6e05\u9650\u5236\uff0c\u624d\u80fd\u7528\u597d\u5de5\u5177<\/span><\/span><\/h2>\n
    \u274c 1. \u65e0\u6cd5\u72ec\u7acb\u6267\u884c\u7aef\u5230\u7aef\u6d4b\u8bd5<\/span><\/h3>\n
    \u5927\u6a21\u578b\u53ef\u4ee5\u751f\u6210\u811a\u672c\uff0c\u4f46\u5b83\u4e0d\u80fd\u5e2e\u4f60\u542f\u52a8\u6d4f\u89c8\u5668\u3001\u70b9\u51fb\u6309\u94ae\u3001\u89c2\u5bdf\u7ed3\u679c\u3001\u5224\u65ad\u901a\u8fc7\u4e0e\u5426\u3002\u5b83\u6ca1\u6709\u624b\uff0c\u6ca1\u6709\u773c\uff0c\u66f4\u6ca1\u6709\u4f60\u4eec\u7cfb\u7edf\u7684\u8d26\u53f7\u6743\u9650\u3002<\/span><\/p>\n
    \ud83d\udd34 \u672c\u8d28\uff1aAI\u662f”\u8111”\uff0c\u81ea\u52a8\u5316\u6846\u67b6\u662f”\u624b”\u3002\u53ea\u6709\u8111\u6ca1\u6709\u624b\uff0c\u6d4b\u8bd5\u6267\u884c\u4e0d\u4e86\u3002<\/span><\/span><\/p>\n

    <\/span><\/p>\n

    <\/span><\/p>\n
    \u274c 2. \u65e0\u6cd5\u7406\u89e3\u672a\u8868\u8fbe\u7684\u4e1a\u52a1\u903b\u8f91<\/span><\/h3>\n
    \u4f60\u5199”\u7528\u6237\u53ef\u4ee5\u767b\u5f55”\uff0cAI\u80fd\u60f3\u5230\u5bc6\u7801\u6821\u9a8c\u3001\u9a8c\u8bc1\u7801\u8fc7\u671f\u7b49\u901a\u7528\u573a\u666f\u3002\u4f46”\u7528\u6237\u5728\u51cc\u66682\u70b9\u52305\u70b9\u4e4b\u95f4\u767b\u5f55\u9700\u8981\u4e8c\u6b21\u9a8c\u8bc1”\u8fd9\u79cd\u4e1a\u52a1\u7279\u6709\u89c4\u5219\uff0c\u5982\u679c\u4f60\u4e0d\u8bf4\uff0c\u5b83\u6c38\u8fdc\u731c\u4e0d\u5230\u3002<\/span><\/p>\n

    <\/span><\/p>\n

    <\/span><\/p>\n
    \u274c 3. AI\u5e7b\u89c9\u2014\u2014\u4f1a\u4e00\u672c\u6b63\u7ecf\u5730\u80e1\u8bf4\u516b\u9053<\/span><\/h3>\n
    \u8fd9\u662f\u5927\u6a21\u578b\u6700\u5371\u9669\u7684\u7279\u70b9\u3002\u5b83\u4e0d\u4f1a\u544a\u8bc9\u4f60”\u6211\u4e0d\u77e5\u9053”\uff0c\u800c\u662f\u7f16\u9020\u4e00\u4e2a\u770b\u8d77\u6765\u5408\u7406\u7684\u7b54\u6848\u3002\u6bd4\u5982\u63a8\u8350\u4e00\u4e2a\u4e0d\u5b58\u5728\u7684API\u65b9\u6cd5\uff0c\u5f15\u7528\u4e00\u7bc7\u4e0d\u5b58\u5728\u7684\u8bba\u6587\uff0c\u6216\u8005\u751f\u6210\u4e00\u6bb5\u8bed\u6cd5\u6b63\u786e\u4f46\u903b\u8f91\u5b8c\u5168\u9519\u8bef\u7684\u4ee3\u7801\u3002<\/span><\/p>\n
    \ud83d\udd34 <\/span>\u9632\u5fa1\u7b56\u7565\uff1a\u6240\u6709AI\u8f93\u51fa\u5fc5\u987b\u9a8c\u8bc1\uff01\u7279\u522b\u662f\u4ee3\u7801\u3001\u6570\u636e\u3001\u6280\u672f\u65b9\u6848\u2014\u2014\u9010\u884c\u770b\uff0c\u9010\u6761\u8dd1\u3002<\/span><\/span><\/p>\n

    <\/span><\/p>\n

    <\/span><\/p>\n
    \u274c 4. \u65e0\u6cd5\u5904\u7406\u9ad8\u5ea6\u654f\u611f\u7684\u6570\u636e<\/span><\/h3>\n
    \u533b\u7597\u6570\u636e\u3001\u91d1\u878d\u4ea4\u6613\u3001\u7528\u6237\u9690\u79c1\u4fe1\u606f\u2014\u2014\u8fd9\u4e9b\u654f\u611f\u6570\u636e\u4e0d\u80fd\u76f4\u63a5\u7c98\u8d34\u5230\u516c\u5f00\u7684\u5927\u6a21\u578b\u5bf9\u8bdd\u4e2d\u3002\u8fd9\u662f\u6570\u636e\u5b89\u5168\u7ea2\u7ebf\uff0c\u4e0d\u662fAI\u7684\u80fd\u529b\u95ee\u9898\u3002<\/span><\/p>\n
    \u26a0\ufe0f <\/span>\u6700\u4f73\u5b9e\u8df5\uff1a\u654f\u611f\u6570\u636e\u5fc5\u987b\u8131\u654f\u540e\u518d\u8f93\u5165\u3002\u6709\u6761\u4ef6\u7684\u56e2\u961f\u5efa\u8bae\u90e8\u7f72\u79c1\u6709\u5316\u5927\u6a21\u578b\uff08\u5982\u672c\u5730\u8dd1Llama\u3001Qwen\u7b49\uff09\u3002<\/span><\/span><\/p>\n

    <\/span><\/p>\n

    <\/span><\/p>\n
    \u274c 5. \u65e0\u6cd5\u66ff\u4ee3\u6d4b\u8bd5\u4eba\u7684\u5224\u65ad\u529b<\/span><\/h3>\n
    “\u8fd9\u4e2abug\u8be5\u4e0d\u8be5\u62a5\uff1f” “\u8fd9\u4e2a\u7528\u4f8b\u4f18\u5148\u7ea7\u662fP0\u8fd8\u662fP2\uff1f” “\u7ebf\u4e0a\u8fd9\u4e2a\u5f02\u5e38\u5f71\u54cd\u8303\u56f4\u6709\u591a\u5927\uff1f”\u2014\u2014\u8fd9\u4e9b\u9700\u8981\u7ecf\u9a8c\u3001\u4e1a\u52a1\u7406\u89e3\u548c\u4e0a\u4e0b\u6587\u5224\u65ad\u7684\u95ee\u9898\uff0cAI\u7ed9\u4e0d\u4e86\u4f60\u51c6\u786e\u7684\u7b54\u6848\u3002\u5b83\u80fd\u7ed9\u53c2\u8003\uff0c\u4f46\u62cd\u677f\u7684\u4eba\u662f\u4f60\u3002<\/span><\/p>\n

    <\/span><\/p>\n

    <\/span><\/p>\n
    \u274c 6. \u65e0\u6cd5\u4fdd\u8bc1\u8f93\u51fa\u7684\u4e00\u81f4\u6027<\/span><\/h3>\n
    \u540c\u4e00\u4e2a\u95ee\u9898\u95ee\u4e09\u904d\uff0c\u5927\u6a21\u578b\u53ef\u80fd\u7ed9\u51fa\u4e09\u4e2a\u4e0d\u540c\u8d28\u91cf\u7684\u7b54\u6848\u3002\u5b83\u6ca1\u6709”\u6807\u51c6\u7b54\u6848”\uff0c\u6bcf\u6b21\u8f93\u51fa\u90fd\u662f\u6982\u7387\u751f\u6210\u3002\u8fd9\u5bf9\u9700\u8981\u9ad8\u5ea6\u4e00\u81f4\u6027\u7684\u6d4b\u8bd5\u6807\u51c6\u6765\u8bf4\u662f\u786c\u4f24\u3002<\/span><\/p>\n

    <\/span><\/p>\n
    \n\n\n\n
    \n
    \u7b2c\u4e09\u7ae0<\/span><\/span><\/section>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n
    \u5927\u6a21\u578b\u5728\u6d4b\u8bd5\u5404\u9636\u6bb5\u7684\u80fd\u529b\u8fb9\u754c<\/span><\/h2>\n
    \u4e00\u5f20\u8868\u770b\u6e05AI\u5728\u6bcf\u4e2a\u6d4b\u8bd5\u9636\u6bb5\u80fd\u5e2e\u4f60\u591a\u5c11<\/span><\/span><\/p>\n\n\n\n\n\n\n\n\n\n\n\n
    \n
    \u6d4b\u8bd5\u9636\u6bb5<\/span><\/span><\/section>\n<\/th>\n
    		\n
    AI\u80fd\u529b<\/span><\/span><\/section>\n<\/th>\n
    		\n
    \u8f85\u52a9\u7a0b\u5ea6<\/span><\/span><\/section>\n<\/th>\n
    		\n
    \u4eba\u5de5\u5fc5\u987b\u4ecb\u5165<\/span><\/span><\/section>\n<\/th>\n<\/tr>\n<\/thead>\n
    \n
    \u9700\u6c42\u5206\u6790<\/span><\/section>\n<\/td>\n
    		\n
    \u2b50\u2b50\u2b50\u2b50<\/span><\/section>\n<\/td>\n
    		\u5f3a\u8f85\u52a9<\/span><\/span><\/td>\n\n
    \u4e1a\u52a1\u7406\u89e3\u3001\u4f18\u5148\u7ea7\u5224\u65ad<\/span><\/section>\n<\/td>\n<\/tr>\n
    \n
    \u7528\u4f8b\u8bbe\u8ba1<\/span><\/section>\n<\/td>\n
    		\n
    \u2b50\u2b50\u2b50\u2b50\u2b50<\/span><\/section>\n<\/td>\n
    		\u5f3a\u8f85\u52a9<\/span><\/span><\/td>\n\n
    \u573a\u666f\u8865\u5145\u3001\u7528\u4f8b\u8bc4\u5ba1<\/span><\/section>\n<\/td>\n<\/tr>\n
    \n
    \u7528\u4f8b\u6267\u884c<\/span><\/section>\n<\/td>\n
    		\n
    \u2b50\u2b50<\/span><\/section>\n<\/td>\n
    		\u5f31\u8f85\u52a9<\/span><\/span><\/td>\n\n
    \u5b9e\u9645\u64cd\u4f5c\u3001\u7ed3\u679c\u9a8c\u8bc1<\/span><\/section>\n<\/td>\n<\/tr>\n
    \n
    \u7f3a\u9677\u5b9a\u4f4d<\/span><\/section>\n<\/td>\n
    		\n
    \u2b50\u2b50\u2b50<\/span><\/section>\n<\/td>\n
    		\u4e2d\u7b49<\/span><\/span><\/td>\n\n
    \u65e5\u5fd7\u5206\u6790\u786e\u8ba4\u3001\u590d\u73b0\u9a8c\u8bc1<\/span><\/section>\n<\/td>\n<\/tr>\n
    \n
    \u6d4b\u8bd5\u62a5\u544a<\/span><\/section>\n<\/td>\n
    		\n
    \u2b50\u2b50\u2b50\u2b50<\/span><\/section>\n<\/td>\n
    		\u5f3a\u8f85\u52a9<\/span><\/span><\/td>\n\n
    \u7ed3\u8bba\u5ba1\u6838\u3001\u98ce\u9669\u5224\u65ad<\/span><\/section>\n<\/td>\n<\/tr>\n
    \n
    \u81ea\u52a8\u5316\u811a\u672c<\/span><\/section>\n<\/td>\n
    		\n
    \u2b50\u2b50\u2b50\u2b50<\/span><\/section>\n<\/td>\n
    		\u5f3a\u8f85\u52a9<\/span><\/span><\/td>\n\n
    \u8c03\u8bd5\u3001\u7ef4\u62a4\u3001CI\u96c6\u6210<\/span><\/section>\n<\/td>\n<\/tr>\n
    \n
    \u6027\u80fd\u6d4b\u8bd5<\/span><\/section>\n<\/td>\n
    		\n
    \u2b50\u2b50<\/span><\/section>\n<\/td>\n
    		\u5f31\u8f85\u52a9<\/span><\/span><\/td>\n\n
    \u811a\u672c\u7f16\u5199\u3001\u573a\u666f\u8bbe\u8ba1\u3001\u74f6\u9888\u5206\u6790<\/span><\/section>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

    <\/span><\/h3>\n
    \ud83d\udd27 \u4e3b\u6d41\u5927\u6a21\u578b\u5728\u6d4b\u8bd5\u573a\u666f\u7684\u8868\u73b0\u5bf9\u6bd4<\/span><\/h3>\n\n\n\n\n\n\n\n\n\n
    \n
    \u6a21\u578b<\/span><\/span><\/section>\n<\/th>\n
    		\n
    \u7528\u4f8b\u751f\u6210<\/span><\/span><\/section>\n<\/th>\n
    		\n
    \u4ee3\u7801\u80fd\u529b<\/span><\/span><\/section>\n<\/th>\n
    		\n
    \u4e2d\u6587\u7406\u89e3<\/span><\/span><\/section>\n<\/th>\n
    		\n
    \u9002\u5408\u573a\u666f<\/span><\/span><\/section>\n<\/th>\n<\/tr>\n<\/thead>\n
    \n
    Claude<\/span><\/section>\n<\/td>\n
    		\n
    \u2b50\u2b50\u2b50\u2b50\u2b50<\/span><\/section>\n<\/td>\n
    		\n
    \u2b50\u2b50\u2b50\u2b50\u2b50<\/span><\/section>\n<\/td>\n
    		\n
    \u2b50\u2b50\u2b50\u2b50<\/span><\/section>\n<\/td>\n
    		\n
    \u590d\u6742\u903b\u8f91\u3001\u957f\u6587\u5206\u6790<\/span><\/section>\n<\/td>\n<\/tr>\n
    \n
    GPT-4o<\/span><\/section>\n<\/td>\n
    		\n
    \u2b50\u2b50\u2b50\u2b50\u2b50<\/span><\/section>\n<\/td>\n
    		\n
    \u2b50\u2b50\u2b50\u2b50\u2b50<\/span><\/section>\n<\/td>\n
    		\n
    \u2b50\u2b50\u2b50\u2b50<\/span><\/section>\n<\/td>\n
    		\n
    \u901a\u7528\u3001\u4ee3\u7801\u751f\u6210<\/span><\/section>\n<\/td>\n<\/tr>\n
    \n
    \u901a\u4e49\u5343\u95ee<\/span><\/section>\n<\/td>\n
    		\n
    \u2b50\u2b50\u2b50\u2b50<\/span><\/section>\n<\/td>\n
    		\n
    \u2b50\u2b50\u2b50\u2b50<\/span><\/section>\n<\/td>\n
    		\n
    \u2b50\u2b50\u2b50\u2b50\u2b50<\/span><\/section>\n<\/td>\n
    		\n
    \u4e2d\u6587\u9700\u6c42\u3001\u672c\u571f\u5316<\/span><\/section>\n<\/td>\n<\/tr>\n
    \n
    DeepSeek<\/span><\/section>\n<\/td>\n
    		\n
    \u2b50\u2b50\u2b50\u2b50<\/span><\/section>\n<\/td>\n
    		\n
    \u2b50\u2b50\u2b50\u2b50\u2b50<\/span><\/section>\n<\/td>\n
    		\n
    \u2b50\u2b50\u2b50\u2b50<\/span><\/section>\n<\/td>\n
    		\n
    \u4ee3\u7801\u4efb\u52a1\u3001\u6027\u4ef7\u6bd4\u9ad8<\/span><\/section>\n<\/td>\n<\/tr>\n
    \n
    \u6587\u5fc3\u4e00\u8a00<\/span><\/section>\n<\/td>\n
    		\n
    \u2b50\u2b50\u2b50<\/span><\/section>\n<\/td>\n
    		\n
    \u2b50\u2b50\u2b50<\/span><\/section>\n<\/td>\n
    		\n
    \u2b50\u2b50\u2b50\u2b50<\/span><\/section>\n<\/td>\n
    		\n
    \u901a\u7528\u95ee\u7b54\u3001\u6587\u6863\u5904\u7406<\/span><\/section>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

    <\/span><\/p>\n
    \n\n\n\n
    \n
    \u7b2c\u56db\u7ae0<\/span><\/span><\/section>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n
    \u5982\u4f55\u6b63\u786e\u4f7f\u7528\u5927\u6a21\u578b\u8f85\u52a9\u6d4b\u8bd5<\/span><\/h2>\n
    \u4e00\u5957\u7ecf\u8fc7\u5b9e\u6218\u9a8c\u8bc1\u7684\u5de5\u4f5c\u6d41<\/span><\/p>\n
    \n
    \"\u5fae\u4fe1\u516c\u4f17\u53f7\u4e8c\u7ef4\u7801\"\u56fe\u7247\u5f15\u81ea\u5fae\u4fe1\u516c\u4f17\u53f7\uff0c\u626b\u7801\u5173\u6ce8\u9605\u8bfb\u539f\u6587<\/span><\/figcaption><\/figure>\n<\/section>\n
    \ud83c\udfaf Prompt Engineering \u5b9e\u7528\u6280\u5de7<\/span><\/h3>\n\n\n\n
    \n
    \u2705 \u597d\u7684Prompt\u56db\u8981\u7d20\uff1a<\/span><\/p>\n
    1\ufe0f\u20e3 <\/span>\u89d2\u8272\u5b9a\u4e49<\/span><\/b>\uff1a\u544a\u8bc9AI\u4f60\u662f\u8c01\u2014\u2014”\u4f60\u662f\u4e00\u4e2a\u670910\u5e74\u7ecf\u9a8c\u7684\u91d1\u878d\u7cfb\u7edf\u6d4b\u8bd5\u4e13\u5bb6”<\/span><\/p>\n
    2\ufe0f\u20e3 <\/span>\u660e\u786e\u4efb\u52a1<\/span><\/b>\uff1a\u5177\u4f53\u544a\u8bc9\u5b83\u505a\u4ec0\u4e48\u2014\u2014”\u751f\u6210\u7b49\u4ef7\u7c7b\u5212\u5206\u7684\u6d4b\u8bd5\u7528\u4f8b”<\/span><\/p>\n
    3\ufe0f\u20e3 <\/span>\u7ea6\u675f\u6761\u4ef6<\/span><\/b>\uff1a\u9650\u5b9a\u8f93\u51fa\u683c\u5f0f\u2014\u2014”\u7528Markdown\u8868\u683c\uff0c\u5305\u542b\u7528\u4f8b\u7f16\u53f7\u548c\u4f18\u5148\u7ea7”<\/span><\/p>\n
    4\ufe0f\u20e3 <\/span>\u793a\u4f8b\u53c2\u8003<\/span><\/b>\uff1a\u7ed9\u4e00\u4e2a\u4f60\u6ee1\u610f\u7684\u7ed3\u679c\u6837\u672c\u2014\u2014”\u53c2\u8003\u4ee5\u4e0b\u793a\u4f8b\u98ce\u683c\uff1a…”<\/span><\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

    <\/span><\/p>\n
    \u274c \u5e38\u89c1\u8bef\u533a\uff1a<\/span><\/p>\n
    \u2022 “\u5e2e\u6211\u5199\u4e2a\u6d4b\u8bd5\u7528\u4f8b” \u2192 <\/span>\u592a\u7a7a\u6cdb<\/span><\/b>\uff0cAI\u4e0d\u77e5\u9053\u6d4b\u4ec0\u4e48\u7cfb\u7edf<\/span><\/p>\n
    \u2022 “\u50cf\u4e0a\u6b21\u90a3\u6837\u5199” \u2192 <\/span>AI\u6ca1\u6709”\u4e0a\u6b21”\u7684\u8bb0\u5fc6<\/span><\/b>\uff08\u9664\u975e\u5728\u540c\u4e00\u5bf9\u8bdd\u4e2d\uff09<\/span><\/p>\n
    \u2022 \u76f4\u63a5\u7c98\u8d34\u6574\u4e2aPRD \u2192 <\/span>\u4fe1\u606f\u8fc7\u8f7d<\/span><\/b>\uff0cAI\u53cd\u800c\u6293\u4e0d\u4f4f\u91cd\u70b9<\/span><\/p>\n

    <\/span><\/p>\n
    \n

    <\/span><\/p>\n

    <\/span><\/p>\n
    \n\n\n\n
    \n
    \u7b2c\u4e94\u7ae0<\/span><\/span><\/section>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n
    \u4eceAI\u5de5\u5177\u5230AI\u601d\u7ef4\uff1a\u6d4b\u8bd5\u4eba\u7684\u8fdb\u5316\u8def\u5f84<\/span><\/h2>\n
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    <\/span><\/b><\/p>\n\n\n\n
    \n
    \ud83d\udd35 Level 2\uff1aAI+\u81ea\u52a8\u5316\u7ed3\u5408\u8005\uff081-3\u4e2a\u6708\uff09<\/span><\/b><\/p>\n
    AI\u751f\u6210\u81ea\u52a8\u5316\u811a\u672c \u2192 \u8c03\u8bd5\u5b8c\u5584 \u2192 \u96c6\u6210\u5230CI\/CD\u6d41\u6c34\u7ebf\u3002\u638c\u63e1Python\/Selenium\/Playwright\u57fa\u7840\u3002<\/span><\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

    <\/span><\/b><\/p>\n\n\n\n
    \n
    \ud83d\udfe3 Level 3\uff1aAI\u6d4b\u8bd5\u67b6\u6784\u5e08\uff083-6\u4e2a\u6708\uff09<\/span><\/b><\/p>\n
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    <\/span><\/b><\/p>\n\n\n\n
    \n
    \ud83d\udfe0 Level 4\uff1aAI\u601d\u7ef4\u6d4b\u8bd5\u4e13\u5bb6\uff08\u6301\u7eed\u8fdb\u5316\uff09<\/span><\/b><\/p>\n
    \u4e0d\u53ea\u662f\u7528AI\u5de5\u5177\uff0c\u800c\u662f\u7528AI\u601d\u7ef4\u91cd\u65b0\u601d\u8003\u6d4b\u8bd5\u7b56\u7565\uff1a\u54ea\u4e9b\u73af\u8282\u9002\u5408AI\u4ecb\u5165\uff1f\u5982\u4f55\u8bbe\u8ba1”\u4eba\u673a\u534f\u4f5c”\u7684\u6700\u4f18\u89e3\uff1f\u5982\u4f55\u8bc4\u4f30AI\u8f85\u52a9\u7684\u6548\u679c\uff1f<\/span><\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

    <\/span><\/b><\/p>\n
    \ud83d\udccc \u6838\u5fc3\u89c2\u70b9\uff1a<\/span><\/span>AI\u4e0d\u4f1a\u6dd8\u6c70\u6d4b\u8bd5\u5de5\u7a0b\u5e08\uff0c\u4f46\u4f1a\u7528AI\u7684\u6d4b\u8bd5\u5de5\u7a0b\u5e08\u4f1a\u6dd8\u6c70\u4e0d\u4f1a\u7528\u7684\u3002<\/span><\/b>\u8fd9\u6761\u8def\u4e0d\u9700\u8981\u4f60\u6210\u4e3a\u7a0b\u5e8f\u5458\uff0c\u53ea\u9700\u8981\u4f60\u613f\u610f\u8fc8\u51fa\u7b2c\u4e00\u6b65\u3002<\/span><\/p>\n

    <\/span><\/p>\n\n\n\n
    \n
    <\/p>\n
    \"\u5fae\u4fe1\u516c\u4f17\u53f7\u4e8c\u7ef4\u7801\"\u56fe\u7247\u5f15\u81ea\u5fae\u4fe1\u516c\u4f17\u53f7\uff0c\u626b\u7801\u5173\u6ce8\u9605\u8bfb\u539f\u6587<\/span><\/figcaption><\/figure>\n
    <\/span><\/section>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

    <\/span><\/p>\n

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