{"id":133,"date":"2026-06-29T13:12:44","date_gmt":"2026-06-29T05:12:44","guid":{"rendered":"https:\/\/www.deartester.com\/index.php\/2026\/06\/29\/ai%e5%ae%9e%e6%b5%8b%ef%bc%9a%e9%87%91%e8%9e%8d%e4%b8%9a%e5%8a%a1%e5%9b%9e%e5%bd%92%e6%b5%8b%e8%af%95%e6%95%88%e7%8e%87%e6%8f%90%e5%8d%87300\/"},"modified":"2026-09-03T23:17:46","modified_gmt":"2026-09-03T15:17:46","slug":"ai%e5%ae%9e%e6%b5%8b%ef%bc%9a%e9%87%91%e8%9e%8d%e4%b8%9a%e5%8a%a1%e5%9b%9e%e5%bd%92%e6%b5%8b%e8%af%95%e6%95%88%e7%8e%87%e6%8f%90%e5%8d%87300","status":"publish","type":"post","link":"https:\/\/www.deartester.com\/index.php\/2026\/06\/29\/ai%e5%ae%9e%e6%b5%8b%ef%bc%9a%e9%87%91%e8%9e%8d%e4%b8%9a%e5%8a%a1%e5%9b%9e%e5%bd%92%e6%b5%8b%e8%af%95%e6%95%88%e7%8e%87%e6%8f%90%e5%8d%87300\/","title":{"rendered":"AI\u5b9e\u6d4b\uff1a\u91d1\u878d\u4e1a\u52a1\u56de\u5f52\u6d4b\u8bd5\u6548\u7387\u63d0\u5347300%"},"content":{"rendered":"

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\n
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\u9700\u6c42\u8bc4\u5ba1\u65f6\uff0c\u5f00\u53d1\u8d1f\u8d23\u4eba\u8bc4\u4f30\uff1a\u8fd9\u4e2a\u6539\u52a8\u6d89\u53ca<\/span>4\u4e2a\u5fae\u670d\u52a1\u6a21\u5757\u300123\u4e2a\u63a5\u53e3\u30011\u5957\u5b9a\u65f6\u6279\u5904\u7406\u4efb\u52a1\uff0c\u4ee5\u53ca\u5bf9\u8d26\u7cfb\u7edf\u76842\u5f20\u6838\u5fc3\u8868<\/span><\/span>\u3002\u6d4b\u8bd5\u7ecf\u7406\u5fc3\u91cc\u4e00\u6c89\u2014\u2014\u6309\u7ecf\u9a8c\uff0c\u8fd9\u7c7b\u8de8\u6a21\u5757\u6539\u52a8\uff0c\u56de\u5f52\u6d4b\u8bd5\u5c11\u5219\u8986\u76d6300\u591a\u6761\u7528\u4f8b\uff0c\u591a\u5219\u4e0a\u5343\u6761\u3002<\/span><\/section>\n<\/blockquote>\n

\ud83d\udccc \u4e1a\u52a1\u6a21\u5757\u4e0e\u5b9e\u73b0\u65b9\u5f0f\u62c6\u89e3<\/span><\/h3>\n

\u4e3a\u4e86\u65b9\u4fbf\u7b2c\u4e00\u6b21\u63a5\u89e6\u91d1\u878d\u6d4b\u8bd5\u7684\u540c\u5b66\u7406\u89e3\uff0c\u5148\u628a\u8fd9\u4e2a\u770b\u4f3c\u7b80\u5355\u7684\u9700\u6c42\u80cc\u540e\u7684\u4e1a\u52a1\u903b\u8f91\u62c6\u89e3\u6e05\u695a\u3002\u6574\u4e2a\u300c\u4fdd\u5355\u7406\u8d54\u2014\u7ed3\u7b97\u2014\u5bf9\u8d26\u300d\u94fe\u8def\u6d89\u53ca\u4ee5\u4e0b\u6838\u5fc3\u6a21\u5757\uff1a<\/span><\/p>\n\n\n\n\n\n\n\n\n\n\n
\n
\u4e1a\u52a1\u6a21\u5757<\/span><\/section>\n<\/th>\n
\n
\u6838\u5fc3\u804c\u8d23<\/span><\/section>\n<\/th>\n
\n
\u672c\u6b21\u6539\u52a8\u70b9<\/span><\/section>\n<\/th>\n
\n
\u6570\u636e\u7c7b\u578b<\/span><\/section>\n<\/th>\n<\/tr>\n<\/thead>\n
\u7406\u8d54\u7533\u8bf7\u670d\u52a1<\/span><\/strong><\/td>\n\n
\u63a5\u6536\u7528\u6237\u63d0\u4ea4\u7684\u7406\u8d54\u6750\u6599\uff0c\u7ef4\u62a4\u7406\u8d54\u5355\u72b6\u6001\u673a<\/span><\/section>\n<\/td>\n
\n
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\n
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\u6750\u6599\u5ba1\u6838\u670d\u52a1<\/span><\/strong><\/td>\n\n
\u5ba1\u6838\u4eba\u5458\u64cd\u4f5c\u6750\u6599\u5ba1\u6838\u52a8\u4f5c\uff0c\u89e6\u53d1\u72b6\u6001\u63a8\u8fdb<\/span><\/section>\n<\/td>\n
\n
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\n
\u5ba1\u6838\u8bb0\u5f55\u8868 + \u5ba1\u6838\u4eba\u5458\u6743\u9650\u8868<\/span><\/section>\n<\/td>\n<\/tr>\n
\u7ed3\u7b97\u670d\u52a1<\/span><\/strong><\/td>\n\n
\u6839\u636e\u7406\u8d54\u7ed3\u8bba\u89e6\u53d1\u8d54\u6b3e\u8ba1\u7b97\uff0c\u66f4\u65b0\u4fdd\u5355\u8d26\u6237\u4f59\u989d<\/span><\/section>\n<\/td>\n
\n
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\n
\u8d54\u6b3e\u8ba1\u7b97\u516c\u5f0f + \u8d26\u6237\u6d41\u6c34\u8868<\/span><\/section>\n<\/td>\n<\/tr>\n
\u8d44\u91d1\u5212\u62e8\u670d\u52a1<\/span><\/strong><\/td>\n\n
\u5bf9\u63a5\u94f6\u884c\/\u7b2c\u4e09\u65b9\u652f\u4ed8\uff0c\u6267\u884c\u8d54\u6b3e\u51fa\u6b3e\u64cd\u4f5c<\/span><\/section>\n<\/td>\n
\n
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\n
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\u5bf9\u8d26\u670d\u52a1\uff08\u5b9a\u65f6\u6279\u5904\u7406\uff09<\/span><\/strong><\/td>\n\n
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\n
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\n
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\u901a\u77e5\u670d\u52a1<\/span><\/strong><\/td>\n\n
\u5411\u6295\u4fdd\u4eba\u63a8\u9001\u7406\u8d54\u8fdb\u5ea6\u77ed\u4fe1\/\u5fae\u4fe1\u901a\u77e5<\/span><\/section>\n<\/td>\n
\n
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\n
\u901a\u77e5\u53d1\u9001\u8bb0\u5f55\u8868<\/span><\/section>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u8fd96\u4e2a\u6a21\u5757\u4e4b\u95f4\u901a\u8fc7<\/span><\/span>\u540c\u6b65HTTP\u63a5\u53e3\u8c03\u7528<\/span><\/span><\/span>\u548c<\/span><\/span>\u5f02\u6b65\u6d88\u606f\u961f\u5217\uff08Kafka\/RocketMQ\uff09<\/span><\/span><\/span>\u4e24\u79cd\u65b9\u5f0f\u8fdb\u884c\u901a\u4fe1\u3002\u72b6\u6001\u63a8\u8fdb\u901a\u8fc7\u6d88\u606f\u961f\u5217\u5f02\u6b65\u901a\u77e5\u4e0b\u6e38\uff0c\u56e0\u6b64\u4e00\u4e2a\u300c\u7406\u8d54\u7533\u8bf7\u63d0\u4ea4\u300d\u7684\u52a8\u4f5c\uff0c\u4f20\u64ad\u8def\u5f84\u5927\u81f4\u5982\u4e0b\uff1a<\/span><\/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
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    \n
  • \u72b6\u6001\u673a\u53d8\u4e86<\/span><\/strong>
    \n
    \uff1a\u539f\u6709\u72b6\u6001\u6d41\u8f6c\u56fe\u8981\u91cd\u65b0\u7ed8\u5236\uff0c\u5ba1\u6838\u64cd\u4f5c\u4ece\u300c\u53d7\u7406\u2192\u76f4\u63a5\u7ed3\u7b97\u300d\u53d8\u6210\u4e86\u300c\u53d7\u7406\u2192\u6750\u6599\u5ba1\u6838\u4e2d\u2192\u7ed3\u7b97\u300d\uff0c\u6bcf\u4e00\u4e2a\u5206\u652f\u8def\u5f84\u90fd\u8981\u91cd\u65b0\u9a8c\u8bc1<\/span><\/section>\n<\/li>\n
  • MQ\u6d88\u606f\u8981\u65b0\u589e\u6216\u4fee\u6539<\/span><\/strong>
    \n
    \uff1a\u5ba1\u6838\u5b8c\u6210\u4e8b\u4ef6\u7684\u6d88\u606f\u4f53\u7ed3\u6784\u53ef\u80fd\u9700\u8981\u8c03\u6574\uff0c\u4e0b\u6e38\u6d88\u8d39\u903b\u8f91\u9700\u8981\u9002\u914d<\/span><\/section>\n<\/li>\n
  • \u7ed3\u7b97\u89e6\u53d1\u65f6\u673a\u53d8\u4e86<\/span><\/strong>
    \n
    \uff1a\u7ed3\u7b97\u670d\u52a1\u539f\u672c\u76d1\u542c\u300c\u5ba1\u6838\u5b8c\u6210\u300d\u4e8b\u4ef6\uff0c\u73b0\u5728\u9700\u8981\u786e\u8ba4\u662f\u5426\u4ecd\u80fd\u6b63\u786e\u89e6\u53d1\u2014\u2014\u65b0\u4e2d\u95f4\u6001\u7684\u5b58\u5728\u662f\u5426\u5f71\u54cd\u4e86\u7ed3\u7b97\u89e6\u53d1\u5224\u65ad<\/span><\/section>\n<\/li>\n
  • \u5bf9\u8d26\u903b\u8f91\u8981\u540c\u6b65\u66f4\u65b0<\/span><\/strong>
    \n
    \uff1a\u65e5\u7ec8\u6279\u5904\u7406\u7684\u5bf9\u8d26\u89c4\u5219\u91cc\uff0c\u65b0\u589e\u72b6\u6001\u7684\u7406\u8d54\u5355\u5e94\u8be5\u5f52\u5165\u54ea\u7c7b\u8d44\u91d1\u7c7b\u578b\uff0c\u5bf9\u8d26\u5dee\u5f02\u7387\u662f\u5426\u4f1a\u56e0\u6b64\u6ce2\u52a8<\/span><\/section>\n<\/li>\n
  • \u901a\u77e5\u6587\u6848\u8981\u540c\u6b65\u66f4\u65b0<\/span><\/strong>
    \n
    \uff1a\u7528\u6237\u6536\u5230\u7684\u7406\u8d54\u8fdb\u5ea6\u901a\u77e5\uff0c\u5728\u300c\u6750\u6599\u5ba1\u6838\u4e2d\u300d\u72b6\u6001\u4e0b\u5e94\u8be5\u663e\u793a\u4ec0\u4e48\u5185\u5bb9<\/span><\/section>\n<\/li>\n<\/ul>\n

    \u4ee5\u4e0a\u8fd8\u53ea\u662f\u4e1a\u52a1\u903b\u8f91\u5c42\u9762\u3002\u5b9e\u9645\u6d4b\u8bd5\u4e2d\uff0c\u6bcf\u6761\u7528\u4f8b\u8fd8\u9700\u8981\u51c6\u5907\u5b8c\u6574\u7684\u5173\u8054\u6570\u636e\u2014\u2014\u4e00\u4efd\u300c\u8de86\u4e2a\u6a21\u5757\u300d\u7684\u4fdd\u5355\u7406\u8d54\u5168\u94fe\u8def\u6d4b\u8bd5\u6570\u636e\uff0c\u6d89\u53ca\u4e3b\u8868\u8bb0\u5f55\u3001\u5173\u8054\u6d41\u6c34\u3001\u8d44\u91d1\u8d26\u6237\u72b6\u6001\u3001\u5bf9\u8d26\u7ed3\u679c\u7b49\u6570\u5341\u5f20\u8868\u7684\u6570\u636e\u4e00\u81f4\u6027\u7ef4\u62a4\u3002<\/span><\/p>\n

    \ud83d\udd34 \u56de\u5f52\u6d4b\u8bd5\u7684\u4e09\u5927\u6838\u5fc3\u75db\u70b9<\/span><\/h3>\n

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    \n

    1.<\/span>\u5f71\u54cd\u8303\u56f4\u9760\u4eba\u8089\u5206\u6790<\/span><\/span><\/p>\n

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    		\n

    2.<\/span>\u7528\u4f8b\u8986\u76d6\u9760\u4f53\u529b\u5806\u780c<\/span><\/span><\/p>\n

    \u4fdd\u5b88\u8bc4\u4f30\uff0c\u6d89\u53ca6\u4e2a\u6a21\u5757\u7684\u5168\u94fe\u8def\u56de\u5f52\u7528\u4f8b\u8d85\u8fc7800\u6761\u3002\u5b9e\u9645\u6267\u884c\u4e2d\uff0c”\u5168\u91cf\u56de\u5f52”\u610f\u5473\u7740\u6d4b\u8bd5\u4eba\u5458\u9010\u6761\u7f16\u5199\u3001\u9010\u6761\u6267\u884c\u2014\u20142,400\u6761\u7528\u4f8b\u00d7\u5e73\u57475\u5206\u949f\/\u6761\uff0c\u5149\u6267\u884c\u5c31\u8981200\u5c0f\u65f6\u3002\u66f4\u8981\u547d\u7684\u662f\uff0c\u4eba\u5de5\u7f16\u5199\u65f6\u603b\u4f1a\u6709”\u8fd9\u4e2a\u573a\u666f\u592a\u504f\u4e86\u5e94\u8be5\u4e0d\u7528\u6d4b”\u7684\u4e3b\u89c2\u9057\u6f0f\u3002<\/span><\/p>\n<\/td>\n<\/tr>\n

    \n

    3.<\/span>\u6d4b\u8bd5\u6570\u636e\u9760\u624b\u5de5\u5806\u780c<\/span><\/span><\/p>\n

    \u91d1\u878d\u7cfb\u7edf\u7684\u6d4b\u8bd5\u6570\u636e\u4e0d\u662f”\u7528\u6237\u540d+\u5bc6\u7801”\u8fd9\u4e48\u7b80\u5355\u3002\u7406\u8d54\u6570\u636e\u5f3a\u4f9d\u8d56\uff1a\u4fdd\u5355\u72b6\u6001\u2192\u7406\u8d54\u7533\u8bf7\u2192\u6750\u6599\u5ba1\u6838\u2192\u7ed3\u7b97\u8ba1\u7b97\u2192\u5bf9\u8d26\u8bb0\u5f55\uff0c\u8d44\u91d1\u94fe\u8def\u4e0a\u7684\u6bcf\u5f20\u8868\u90fd\u8981\u6709\u6b63\u786e\u7684\u5173\u8054\u5173\u7cfb\u3002\u4e00\u5957\u5b8c\u6574\u7684\u8de8\u6a21\u5757\u6d4b\u8bd5\u6570\u636e\uff0c\u4eba\u5de5\u6784\u9020\u5e73\u5747\u8017\u65f615~30\u5206\u949f\u2014\u2014\u800c800\u6761\u7528\u4f8b\u53ef\u80fd\u9700\u8981\u4e0a\u767e\u5957\u4e0d\u540c\u7684\u6570\u636e\u7ec4\u5408\u3002<\/span><\/p>\n<\/td>\n

    		\n

    \u26a0\ufe0f\u5408\u89c4\u8981\u6c42\u4e0d\u80fd\u6253\u6298<\/span><\/span><\/p>\n


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

    \u91d1\u878d\u7cfb\u7edf\u8fd8\u6709\u4e00\u9053\u9690\u5f62\u6210\u672c\uff1a\u6bcf\u6761\u6d4b\u8bd5\u6570\u636e\u90fd\u8981\u505a\u8131\u654f\u5904\u7406\u2014\u2014\u771f\u5b9e\u7684\u8eab\u4efd\u8bc1\u53f7\u3001\u94f6\u884c\u5361\u53f7\u3001\u624b\u673a\u53f7\u4e0d\u80fd\u76f4\u63a5\u4f7f\u7528\u3002\u6bcf\u6b21\u9020\u6570\u636e\u90fd\u8981\u5148\u8d70\u8131\u654f\u6d41\u7a0b\uff0c\u8fd9\u4e2a\u73af\u8282\u7684\u4eba\u529b\u6d88\u8017\u5f80\u5f80\u88ab\u4f4e\u4f30\uff0c\u4f46\u5b83\u771f\u5b9e\u5b58\u5728\u3002<\/span><\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n\n\n\n
    \n

    \u672c\u7bc7\u6838\u5fc3\u95ee\u9898<\/span><\/span><\/p>\n

    \u5982\u679c\u8ba9 AI \u6765\u5904\u7406\u4e0a\u8ff0\u4e09\u4ef6\u4e8b\u2014\u2014\u5f71\u54cd\u8303\u56f4\u5206\u6790\u3001\u6d4b\u8bd5\u7528\u4f8b\u751f\u6210\u3001\u6d4b\u8bd5\u6570\u636e\u6784\u9020\u2014\u2014\u6d4b\u8bd5\u6548\u7387\u80fd\u63d0\u5347\u591a\u5c11\uff1f\u6211\u4eec\u7528\u771f\u5b9e\u573a\u666f\u505a\u4e86\u5b9e\u6d4b\uff0c\u4ee5\u4e0b\u662f\u5b8c\u6574\u6570\u636e\u3002<\/span><\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n


    <\/span><\/span><\/section>\n
    \n

    <\/span><\/span><\/section>\n

    \u4e8c\u3001AI\u5b9e\u6d4b\u65b9\u6848\u8bbe\u8ba1<\/span><\/h2>\n

    2.1 \u5b9e\u9a8c\u5bf9\u8c61\u4e0e\u8303\u56f4<\/span><\/h3>\n

    \u6211\u4eec\u9009\u53d6\u4e86\u67d0\u4fdd\u9669\u6838\u5fc3\u7cfb\u7edf\u7684\u300c\u4fdd\u5355\u7406\u8d54\u53d8\u66f4\u2014\u5ba1\u6838\u63a8\u8fdb\u2014\u7ed3\u7b97\u5bf9\u8d26\u300d\u5168\u94fe\u8def\u56de\u5f52\u573a\u666f\u4f5c\u4e3a\u6d4b\u8bd5\u5bf9\u8c61\u3002\u6539\u52a8\u5185\u5bb9\u4e3a\u4e0a\u6587\u6240\u8ff0\u7684\u65b0\u589e\u300c\u6750\u6599\u5ba1\u6838\u4e2d\u300d\u4e2d\u95f4\u6001\uff0c\u6d89\u53ca4\u4e2a\u5fae\u670d\u52a1\u300123\u4e2a\u63a5\u53e3\u30011\u5957\u5b9a\u65f6\u6279\u5904\u7406\u4efb\u52a1\u7684\u8054\u52a8\u53d8\u66f4\u3002<\/span><\/p>\n

    2.2 AI\u5de5\u5177\u6808<\/span><\/h3>\n\n\n\n\n\n\n\n\n
    \n
    \u5de5\u5177<\/span><\/section>\n<\/th>\n
    		\n
    \u7528\u9014<\/span><\/section>\n<\/th>\n
    		\n
    \u63a5\u5165\u65b9\u5f0f<\/span><\/section>\n<\/th>\n<\/tr>\n<\/thead>\n
    GitHub Copilot + \u81ea\u7814LLM\u8def\u7531\u5c42<\/span><\/strong><\/td>\n\n
    \u4ee3\u7801\u53d8\u66f4\u7406\u89e3 + \u5f71\u54cd\u8303\u56f4\u5206\u6790<\/span><\/section>\n<\/td>\n
    		\n
    API\u63a5\u5165<\/span><\/section>\n<\/td>\n<\/tr>\n
    Playwright + LLM\u6d4b\u8bd5\u7528\u4f8b\u751f\u6210<\/span><\/strong><\/td>\n\n
    \u57fa\u4e8e\u573a\u666f\u63cf\u8ff0\u81ea\u52a8\u751f\u6210\u56de\u5f52\u6d4b\u8bd5\u7528\u4f8b<\/span><\/section>\n<\/td>\n
    		\n
    \u672c\u5730\u96c6\u6210<\/span><\/section>\n<\/td>\n<\/tr>\n
    AI\u6570\u636e\u5408\u6210\u5f15\u64ce<\/span><\/strong><\/td>\n\n
    \u57fa\u4e8eSchema\u7406\u89e3\u81ea\u52a8\u6784\u9020\u8de8\u6a21\u5757\u5173\u8054\u6d4b\u8bd5\u6570\u636e<\/span><\/section>\n<\/td>\n
    		\n
    API\u63a5\u5165<\/span><\/section>\n<\/td>\n<\/tr>\n
    \u81ea\u5efa\u56de\u5f52\u8bc4\u4f30\u6846\u67b6<\/span><\/strong><\/td>\n\n
    \u7edf\u8ba1\u8986\u76d6\u7387\u3001\u6267\u884c\u65f6\u957f\u3001\u7f3a\u9677\u68c0\u51fa\u7387<\/span><\/section>\n<\/td>\n
    		\n
    \u81ea\u7814<\/span><\/section>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

    2.3 \u5bf9\u6bd4\u5b9e\u9a8c\u8bbe\u8ba1<\/span><\/h3>\n\n\n\n\n\n\n\n\n\n
    \n
    \u7ef4\u5ea6<\/span><\/section>\n<\/th>\n
    		\n
    \u5bf9\u7167\u7ec4\uff08\u4f20\u7edf\u65b9\u5f0f\uff09<\/span><\/section>\n<\/th>\n
    		\n
    \u5b9e\u9a8c\u7ec4\uff08AI\u8f85\u52a9\uff09<\/span><\/section>\n<\/th>\n<\/tr>\n<\/thead>\n
    \n
    \u4eba\u5458\u914d\u7f6e<\/span><\/section>\n<\/td>\n
    		\n
    3\u540d\u4e2d\u7ea7\u6d4b\u8bd5\u5de5\u7a0b\u5e08<\/span><\/section>\n<\/td>\n
    		\n
    1\u540d\u6d4b\u8bd5\u5de5\u7a0b\u5e08 + AI\u5de5\u5177\u94fe<\/span><\/section>\n<\/td>\n<\/tr>\n
    \n
    \u5f71\u54cd\u5206\u6790<\/span><\/section>\n<\/td>\n
    		\n
    \u4eba\u5de5\u9605\u8bfb\u4ee3\u7801\u53d8\u66f4 + \u4f1a\u8bae\u8ba8\u8bba<\/span><\/section>\n<\/td>\n
    		\n
    AI\u89e3\u6790Diff + \u8c03\u7528\u94fe\u751f\u6210<\/span><\/section>\n<\/td>\n<\/tr>\n
    \n
    \u7528\u4f8b\u7f16\u5199<\/span><\/section>\n<\/td>\n
    		\n
    \u6d4b\u8bd5\u5de5\u7a0b\u5e08\u624b\u5de5\u7f16\u5199<\/span><\/section>\n<\/td>\n
    		\n
    AI\u751f\u6210\u521d\u7a3f + \u4eba\u5de5\u5ba1\u6838<\/span><\/section>\n<\/td>\n<\/tr>\n
    \n
    \u6570\u636e\u51c6\u5907<\/span><\/section>\n<\/td>\n
    		\n
    \u624b\u5de5\u6784\u9020 + \u8131\u654f\u5904\u7406<\/span><\/section>\n<\/td>\n
    		\n
    AI\u81ea\u52a8\u5408\u6210 + \u8131\u654f\u6821\u9a8c<\/span><\/section>\n<\/td>\n<\/tr>\n
    \n
    \u8bc4\u4ef7\u6307\u6807<\/span><\/section>\n<\/td>\n
    		\n
    \u7528\u4f8b\u8986\u76d6\u5ea6\u3001\u51c6\u5907\u65f6\u95f4\u3001\u6267\u884c\u65f6\u95f4\u3001\u7f3a\u9677\u68c0\u51fa\u6570<\/span><\/section>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

    <\/span><\/span><\/section>\n
    \n

    <\/span><\/span><\/section>\n

    \u4e09\u3001\u5173\u952e\u8fc7\u7a0b\uff1aAI\u662f\u600e\u4e48\u505a\u5230\u7684<\/span><\/h2>\n

    3.1 AI\u505a\u5f71\u54cd\u8303\u56f4\u5206\u6790\uff08Diff \u2192 Graph \u2192 Scope\uff09<\/span><\/h3>\n

    \u4f20\u7edf\u65b9\u5f0f\uff1a<\/span><\/span><\/p>\n\n\n\n\n\n\n\n
    \n
    \u6b65\u9aa4<\/span><\/span><\/section>\n<\/td>\n
    		\n
    \u5185\u5bb9<\/span><\/span><\/section>\n<\/td>\n<\/tr>\n
    \n
    1<\/span><\/section>\n<\/td>\n
    		\n
    \n

    \u6d4b\u8bd5\u5de5\u7a0b\u5e08\u9700\u8981\u53c2\u52a0\u9700\u6c42\u8bc4\u5ba1\u4f1a<\/span><\/span><\/p>\n<\/section>\n<\/td>\n<\/tr>\n

    \n
    2<\/span><\/section>\n<\/td>\n
    		\n
    \n

    \u9605\u8bfb\u53d8\u66f4\u6587\u6863<\/span><\/span><\/p>\n<\/section>\n<\/td>\n<\/tr>\n

    \n
    3<\/span><\/section>\n<\/td>\n
    		\n
    \n

    \u4e0e\u5f00\u53d1\u9010\u4e00\u786e\u8ba4\u5f71\u54cd\u70b9<\/span><\/span><\/p>\n<\/section>\n<\/td>\n<\/tr>\n

    \n
    4<\/span><\/section>\n<\/td>\n
    		\n
    \n

    \u51ed\u7ecf\u9a8c\u8bc4\u4f30\u8986\u76d6\u8303\u56f4<\/span><\/span><\/p>\n<\/section>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

    \u8fd9\u4e2a\u8fc7\u7a0b\u901a\u5e38\u9700\u8981<\/span>3\u5c0f\u65f6\u4ee5\u4e0a<\/span><\/strong>\uff0c\u4e14\u9ad8\u5ea6\u4f9d\u8d56\u4e2a\u4eba\u7ecf\u9a8c\u3002<\/span><\/p>\n

    AI\u4ecb\u5165\u540e\uff0c\u5c06\u4ee3\u7801Diff\u76f4\u63a5\u8f93\u5165AI\u5206\u6790\u5f15\u64ce\uff0cAI\u5b8c\u6210\u4e09\u4ef6\u4e8b<\/span><\/span><\/p>\n

    \u2460\u89e3\u6790\u53d8\u66f4\u7684\u4ee3\u7801\u8bed\u4e49\uff08\u4e0d\u53ea\u662f\u6587\u672cdiff\uff09\uff1b<\/span><\/p>\n

    \u2461\u6784\u5efa\u8c03\u7528\u4f9d\u8d56\u56fe\uff0c\u8ffd\u8e2a\u53d8\u66f4\u5411\u4e0a\u4e0b\u6e38\u6a21\u5757\u7684\u4f20\u64ad\u8def\u5f84\uff1b<\/span><\/p>\n

    \u2462\u8f93\u51fa\u53d7\u5f71\u54cd\u6a21\u5757\u6e05\u5355\u3001\u53d7\u5f71\u54cd\u63a5\u53e3\u5217\u8868\uff0c\u4ee5\u53ca\u63a8\u8350\u56de\u5f52\u7684\u573a\u666f\u4f18\u5148\u7ea7\u3002<\/span><\/p>\n

    \ud83d\udca1 \u5b9e\u6d4b\u7ed3\u679c<\/span><\/strong><\/span><\/section>\n\n\n\n
    \n
    \u4f20\u7edf\u65b9\u5f0f\u5f71\u54cd\u5206\u6790<\/span><\/span><\/span><\/section>\n
    \u7ea6180\u5206\u949f<\/span><\/span><\/span><\/section>\n
    \uff08\u8fc7\u7a0b\u4e2d\u9700\u8981\u53cd\u590d\u6c9f\u901a\u786e\u8ba4\uff09<\/span><\/span><\/span><\/section>\n<\/td>\n
    		\n
    AI\u8f85\u52a9\u65b9\u5f0f<\/span><\/span><\/section>\n
    \u7ea618\u5206\u949f<\/span><\/span><\/section>\n
    \uff08<\/span><\/span>\u5305\u542b\u7ed3\u679c\u590d\u6838\uff09<\/span><\/span><\/section>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n
    \u8282\u7701\u6bd4\u4f8b\u7ea690%<\/span><\/span><\/span><\/section>\n

    3.2 AI\u751f\u6210\u56de\u5f52\u7528\u4f8b\uff08Scope \u2192 Cases\uff09<\/span><\/h3>\n

    \u4f20\u7edf\u65b9\u5f0f\uff1a\u6d4b\u8bd5\u5de5\u7a0b\u5e08\u6839\u636e\u5f71\u54cd\u8303\u56f4\u6e05\u5355\uff0c\u624b\u5de5\u7f16\u5199\u6bcf\u4e00\u6761\u56de\u5f52\u7528\u4f8b\u2014\u2014\u5305\u62ec\u7528\u4f8b\u6807\u9898\u3001\u524d\u7f6e\u6761\u4ef6\u3001\u64cd\u4f5c\u6b65\u9aa4\u3001\u9884\u671f\u7ed3\u679c\u3002860\u6761\u7528\u4f8b\uff0c2\u540d\u5de5\u7a0b\u5e08\u534f\u540c\u5de5\u4f5c\u7ea6\u9700<\/span>2\u4eba\u5929<\/span><\/span><\/strong>\u3002<\/span><\/p>\n

    AI\u4ecb\u5165\u540e\uff1a\u8f93\u5165\u5f71\u54cd\u573a\u666f\u6e05\u5355\u548c\u5386\u53f2\u7528\u4f8b\u5e93\uff0cAI\u81ea\u52a8\u8bc6\u522b\u6bcf\u4e2a\u573a\u666f\u5bf9\u5e94\u7684\u7528\u4f8b\u6a21\u677f\uff0c\u6279\u91cf\u751f\u6210\u521d\u7a3f\u3002\u6d4b\u8bd5\u5de5\u7a0b\u5e08\u8d1f\u8d23\u5ba1\u6838AI\u751f\u6210\u7ed3\u679c\uff0c\u8865\u5145\u8fb9\u754c\u573a\u666f\uff0c\u6807\u8bb0\u4f18\u5148\u7ea7\u3002\u4eba\u5de5\u4ecb\u5165\u4e3b\u8981\u5728\u540e\u671f\u7684\u300c\u5224\u65ad\u300d\u73af\u8282\uff0c\u800c\u975e\u524d\u671f\u7684\u300c\u5806\u780c\u300d\u73af\u8282\u3002<\/span><\/p>\n

    \ud83d\udca1 \u5b9e\u6d4b\u7ed3\u679c<\/span><\/strong><\/span><\/section>\n\n\n\n
    \n
    \u4f20\u7edf\u7f16\u5199860\u6761\u7528\u4f8b<\/span><\/span><\/span><\/section>\n
    2\u4eba\u5929<\/span><\/span><\/strong><\/span><\/section>\n<\/td>\n
    		\n
    AI\u751f\u6210+\u4eba\u5de5\u5ba1\u6838<\/span><\/span><\/span><\/section>\n
    2\u5c0f\u65f6<\/span><\/span><\/strong><\/span><\/section>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n
    \u8282\u7701\u6bd4\u4f8b\u7ea688%<\/span><\/span><\/strong><\/span><\/section>\n

    3.3 AI\u6784\u9020\u6d4b\u8bd5\u6570\u636e\uff08Case \u2192 Data\uff09<\/span><\/h3>\n

    \u4f20\u7edf\u65b9\u5f0f\uff1a\u6d4b\u8bd5\u5de5\u7a0b\u5e08\u6839\u636e\u7528\u4f8b\u9700\u6c42\uff0c\u9010\u8868\u6784\u9020\u5173\u8054\u6570\u636e\u2014\u2014\u5148\u67e5Schema\u7406\u89e3\u5b57\u6bb5\u542b\u4e49\uff0c\u518d\u6784\u9020\u4e3b\u8868\u6570\u636e\uff0c\u518d\u9010\u6761\u8865\u5145\u5173\u8054\u8868\u5916\u952e\u5173\u7cfb\uff0c\u6700\u540e\u505a\u8131\u654f\u5904\u7406\u3002\u4e00\u5957\u5b8c\u6574\u7684\u4fdd\u5355\u7406\u8d54\u5168\u94fe\u8def\u6570\u636e\uff0c\u8017\u65f6<\/span>15~30\u5206\u949f<\/span><\/span><\/strong>\u3002<\/span><\/p>\n

    AI\u4ecb\u5165\u540e\uff1a\u8f93\u5165\u7528\u4f8b\u63cf\u8ff0\u548c\u6570\u636e\u5e93Schema\uff0cAI\u7406\u89e3\u4e1a\u52a1\u89c4\u5219\u540e\u81ea\u52a8\u6784\u9020\u8de8\u8868\u5173\u8054\u6570\u636e\uff0c\u5e76\u5185\u7f6e\u8131\u654f\u5904\u7406\u903b\u8f91\u3002\u751f\u6210\u540e\u7531\u5de5\u7a0b\u5e08\u505a\u6570\u636e\u6b63\u786e\u6027\u6821\u9a8c\u5373\u53ef\u3002<\/span><\/p>\n

    \ud83d\udca1 \u5b9e\u6d4b\u7ed3\u679c<\/span><\/strong><\/p>\n\n\n\n
    \n
    \u4f20\u7edf\u6784\u9020\u5355\u6761\u5168\u94fe\u8def\u6570\u636e<\/span><\/span><\/span><\/section>\n
    15\u5206\u949f\/\u6761<\/span><\/span><\/strong><\/span><\/section>\n<\/td>\n
    		\n
    AI\u81ea\u52a8\u5408\u6210<\/span><\/span><\/span><\/section>\n
    2\u5206\u949f\/\u6761<\/span><\/span><\/strong><\/span><\/section>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n
    \u8282\u7701\u6bd4\u4f8b\u7ea687%<\/span><\/span><\/strong><\/span><\/section>\n

    <\/span><\/strong><\/span><\/section>\n
    \n

    <\/span><\/strong><\/span><\/section>\n

    \u56db\u3001300% \u6548\u7387\u63d0\u5347\u662f\u600e\u4e48\u7b97\u51fa\u6765\u7684<\/span><\/h2>\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\n\n\n\n\n\n\n\n\n\n
    \n
    \u7ef4\u5ea6<\/span><\/section>\n<\/th>\n
    		\n
    \u4f20\u7edf\u65b9\u5f0f<\/span><\/section>\n<\/th>\n
    		\n
    AI\u8f85\u52a9<\/span><\/section>\n<\/th>\n
    		\n
    \u63d0\u5347\u5e45\u5ea6<\/span><\/section>\n<\/th>\n<\/tr>\n<\/thead>\n
    \n
    \u5f71\u54cd\u9762\u5206\u6790\u8017\u65f6<\/span><\/section>\n<\/td>\n
    		\n
    \u7ea6 3 \u5c0f\u65f6<\/span><\/section>\n<\/td>\n
    		\n
    \u7ea6 18 \u5206\u949f<\/span><\/section>\n<\/td>\n
    		\u2191 90%<\/span><\/strong><\/td>\n<\/tr>\n
    \n
    \u7528\u4f8b\u751f\u6210\u8017\u65f6<\/span><\/section>\n<\/td>\n
    		\n
    \u7ea6 2 \u4eba\u5929\uff08860\u6761\uff09<\/span><\/section>\n<\/td>\n
    		\n
    \u7ea6 2 \u5c0f\u65f6<\/span><\/section>\n<\/td>\n
    		\u2191 88%<\/span><\/strong><\/td>\n<\/tr>\n
    \n
    \u6570\u636e\u51c6\u5907\u8017\u65f6<\/span><\/section>\n<\/td>\n
    		\n
    \u7ea6 15 \u5206\u949f\/\u6761<\/span><\/section>\n<\/td>\n
    		\n
    \u7ea6 2 \u5206\u949f\/\u6761<\/span><\/section>\n<\/td>\n
    		\u2191 87%<\/span><\/strong><\/td>\n<\/tr>\n
    \u5355\u6b21\u56de\u5f52\u603b\u8017\u65f6<\/span><\/strong><\/td>\n\u7ea6 28 \u4eba\u00b7\u5c0f\u65f6<\/span><\/strong><\/td>\n\u7ea6 7 \u4eba\u00b7\u5c0f\u65f6<\/span><\/strong><\/td>\n\u2191 300%<\/span><\/strong><\/td>\n<\/tr>\n
    \n
    \u7f3a\u9677\u68c0\u51fa\u7387<\/span><\/section>\n<\/td>\n
    		\n
    \u57fa\u7ebf 100%<\/span><\/section>\n<\/td>\n
    		\n
    108%\uff08\u591a\u68c0\u51fa2\u4e2a\u6f0f\u7f51\u7f3a\u9677\uff09<\/span><\/section>\n<\/td>\n
    		\u2191 8%<\/span><\/strong><\/td>\n<\/tr>\n
    \n
    \u7528\u4f8b\u8986\u76d6\u7387<\/span><\/section>\n<\/td>\n
    		\n
    \u4eba\u5de5\u8bc4\u4f30 ~75%<\/span><\/section>\n<\/td>\n
    		\n
    AI+\u4eba\u5de5 ~92%<\/span><\/section>\n<\/td>\n
    		\u2191 17%<\/span><\/strong><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

    \u9700\u8981\u8bf4\u660e\u7684\u662f\uff1a<\/span>300% \u4e0d\u662f\u67d0\u4e2a\u5355\u4e00\u7ef4\u5ea6\u7684\u5938\u5f20\u6570\u5b57\uff0c\u800c\u662f\u7efc\u5408\u4eba\u6548\uff08\u6709\u6548\u4ea7\u51fa\/\u6295\u5165\u65f6\u95f4\uff09\u7684\u6574\u4f53\u63d0\u5347<\/span><\/strong>\u3002AI\u5e76\u6ca1\u6709”\u66ff\u4ee3”\u6d4b\u8bd5\u5de5\u7a0b\u5e08\u2014\u2014\u5de5\u7a0b\u5e08\u7684\u89d2\u8272\u4ece”\u673a\u68b0\u5730\u5199\u7528\u4f8b\u3001\u9020\u6570\u636e”\uff0c\u8f6c\u53d8\u4e3a\u4e86”\u5ba1\u6838AI\u8f93\u51fa\u3001\u628a\u63a7\u6d4b\u8bd5\u8fb9\u754c\u3001\u628a\u7cbe\u529b\u653e\u5728\u66f4\u6709\u4ef7\u503c\u7684\u6d4b\u8bd5\u5206\u6790\u5de5\u4f5c\u4e0a”\u3002<\/span><\/p>\n

    \u4e94\u3001\u843d\u5730\u907f\u5751\u6307\u5357<\/span><\/h2>\n

    \u57511\uff1aAI\u4e00\u6b65\u5230\u4f4d\u662f\u5e7b\u89c9<\/span><\/span><\/h3>\n

    AI\u751f\u6210\u7684\u7528\u4f8b\u521d\u7a3f\u8d28\u91cf\u4f9d\u8d56\u63d0\u793a\u8bcd\u8d28\u91cf\u3001\u5386\u53f2\u7528\u4f8b\u5e93\u7684\u5b8c\u6574\u5ea6\u3001\u4ee5\u53ca\u4ee3\u7801\u7ed3\u6784\u5316\u7a0b\u5ea6\u3002\u521d\u671f\u4e00\u5b9a\u8981\u505a”AI\u521d\u7b5b + \u4eba\u5de5\u5ba1\u6838”\u53cc\u76f2\u6d41\u7a0b\uff0c\u5efa\u8bae\u524d3\u4e2a\u6708\u7531\u8d44\u6df1\u5de5\u7a0b\u5e08\u62c5\u4efb\u5ba1\u6838\u89d2\u8272\uff0c\u9010\u6b65\u5efa\u7acbAI\u7528\u4f8b\u8d28\u91cf\u57fa\u51c6\u3002<\/span><\/p>\n

    \u57512\uff1a\u4ee3\u7801\u8d28\u91cf\u662fAI\u6548\u679c\u7684\u524d\u63d0<\/span><\/span><\/h3>\n

    AI\u505a\u5f71\u54cd\u5206\u6790\u4f9d\u8d56\u4ee3\u7801\u7ed3\u6784\u6e05\u6670\u3001\u63a5\u53e3\u5b9a\u4e49\u89c4\u8303\u3002\u5982\u679c\u9879\u76ee\u4ee3\u7801\u672c\u8eab”\u5c4e\u5c71\u5316”\u4e25\u91cd\uff08\u6a21\u5757\u8026\u5408\u6df7\u4e71\u3001\u63a5\u53e3\u6587\u6863\u7f3a\u5931\uff09\uff0cAI\u7684\u5206\u6790\u7ed3\u679c\u53ef\u4fe1\u5ea6\u4f1a\u5927\u6253\u6298\u6263\u3002\u5efa\u8bae\u5148\u7528AI\u5de5\u5177\u505a\u4e00\u6b21”\u4ee3\u7801\u8d28\u91cf\u626b\u63cf”\uff0c\u8bc6\u522b\u9ad8\u98ce\u9669\u6a21\u5757\u540e\u518d\u5f15\u5165\u56de\u5f52\u573a\u666f\u3002<\/span><\/p>\n

    \u57513\uff1a\u91d1\u878d\u5408\u89c4\u8fd9\u6761\u7ebf\u4e0d\u80fd\u7701<\/span><\/span><\/h3>\n

    AI\u5408\u6210\u6d4b\u8bd5\u6570\u636e\u65f6\uff0c\u5373\u4f7f\u5df2\u505a\u8131\u654f\u5904\u7406\uff0c\u91d1\u878d\u884c\u4e1a\u7684\u5408\u89c4\u5ba1\u67e5\u8981\u6c42\u5fc5\u987b\u7531\u4eba\u5de5\u786e\u8ba4\u3002\u5c24\u5176\u662f\u6d89\u53ca\u8d44\u91d1\u6d41\u5411\u3001\u5bf9\u8d26\u7ed3\u679c\u7684\u6570\u636e\uff0c\u5408\u89c4\u5ba1\u6838\u6d41\u7a0b\u4e0d\u53ef\u7ed5\u8fc7\u3002<\/span><\/p>\n

    \u6e10\u8fdb\u5f0f\u5f15\u5165\u4e09\u6b65\u8d70<\/span><\/h3>\n
      \n
    • Step 1 \u8bd5\u70b9<\/span><\/span><\/strong>
      \n
      \uff1a\u9009\u53d6\u5f71\u54cd\u8303\u56f4\u660e\u786e\u3001\u4ee3\u7801\u7ed3\u6784\u89c4\u8303\u76841~2\u4e2a\u6a21\u5757\uff0c\u7528AI\u505a\u5f71\u54cd\u5206\u6790\u548c\u7528\u4f8b\u751f\u6210\u8bd5\u70b9<\/span><\/section>\n<\/li>\n
    • Step 2 \u6269\u8303\u56f4<\/span><\/span><\/strong>
      \n
      \uff1a\u9a8c\u8bc1\u6548\u679c\u540e\uff0c\u5c06AI\u8f85\u52a9\u8986\u76d6\u81f3\u6d4b\u8bd5\u6570\u636e\u81ea\u52a8\u751f\u6210\u73af\u8282<\/span><\/section>\n<\/li>\n
    • Step 3 \u56fa\u5316\u6d41\u7a0b<\/span><\/span><\/strong>
      \n
      \uff1a\u5efa\u7acbAI\u8f85\u52a9\u56de\u5f52\u6d4b\u8bd5\u7684\u6807\u51c6\u5316\u6d41\u7a0b\uff0c\u56fa\u5316\u5230CI\/CD\u6d41\u6c34\u7ebf<\/span><\/section>\n<\/li>\n<\/ul>\n

      \u603b\u7ed3<\/span><\/span><\/h3>\n

      \u91d1\u878d\u8de8\u56de\u5f52\u6d4b\u8bd5\u7684\u6548\u7387\u74f6\u9888\uff0c\u672c\u8d28\u4e0a\u662f\u300c\u4eba\u5de5\u5806\u780c\u300d\u4e0e\u300c\u7cbe\u51c6\u5206\u6790\u300d\u4e4b\u95f4\u7684\u77db\u76fe\u3002AI\u7684\u4ef7\u503c\u4e0d\u5728\u4e8e\u66ff\u4ee3\u6d4b\u8bd5\u5de5\u7a0b\u5e08\uff0c\u800c\u5728\u4e8e\u628a\u90a3\u90e8\u5206\u6d88\u8017\u4eba\u529b\u6700\u5927\u3001\u4ef7\u503c\u6700\u4f4e\u7684\u673a\u68b0\u52b3\u52a8\u81ea\u52a8\u5316\u2014\u2014\u8ba9\u6d4b\u8bd5\u4eba\u5458\u628a\u7cbe\u529b\u653e\u56de\u5230\u300c\u6d4b\u8bd5\u8bbe\u8ba1\u300d\u548c\u300c\u98ce\u9669\u5224\u65ad\u300d\u4e0a\u3002<\/span><\/span><\/p>\n

      300% \u7684\u6548\u7387\u63d0\u5347\u662f\u771f\u5b9e\u53ef\u590d\u73b0\u7684\uff0c\u4f46\u524d\u63d0\u662f\u914d\u5957\u7684\u6d41\u7a0b\u6539\u9020\u548c\u56e2\u961f\u8ba4\u77e5\u5347\u7ea7\u3002AI\u662f\u5de5\u5177\uff0c\u7528\u597d\u5de5\u5177\u7684\u524d\u63d0\u662f\u7406\u89e3\u5b83\u7684\u8fb9\u754c\u3002<\/span><\/span><\/p>\n

      <\/mp-style-type><\/p>\n","protected":false},"excerpt":{"rendered":"

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