{"id":1859,"date":"2026-10-30T04:49:52","date_gmt":"2026-10-29T20:49:52","guid":{"rendered":"https:\/\/www.liujh168.com\/index.php\/2026\/10\/30\/%e6%9c%aa%e6%9d%a5%e5%b7%a5%e7%a8%8b%e5%b8%88%e7%9a%84%e4%ba%94%e7%a7%8d%e6%a0%b8%e5%bf%83%e8%83%bd%e5%8a%9b\/"},"modified":"2026-10-30T08:27:22","modified_gmt":"2026-10-30T00:27:22","slug":"future-engineer-five-core-skills","status":"publish","type":"post","link":"https:\/\/www.liujh168.com\/index.php\/2026\/10\/30\/future-engineer-five-core-skills\/","title":{"rendered":"\u672a\u6765\u5de5\u7a0b\u5e08\u7684\u4e94\u79cd\u6838\u5fc3\u80fd\u529b"},"content":{"rendered":"<p>\u672a\u6765\uff0c\u9ad8\u7ea7\u5de5\u7a0b\u5e08\u4ee5\u4e0a\u7684\u4eba\u7c7b\u5fc5\u987b\u62e5\u6709\u7684\u80fd\u529b\uff0c\u53ef\u4ee5\u5f52\u7ed3\u4e3a\u4e94\u7c7b\u3002\u5b83\u4eec\u5171\u540c\u6307\u5411\u4e00\u4e2a\u6838\u5fc3\u8f6c\u53d8\uff1a<strong>\u5de5\u7a0b\u5e08\u7684\u4ef7\u503c\u4e0d\u518d\u4e3b\u8981\u6765\u81ea&#8221;\u4eb2\u624b\u5b9e\u73b0&#8221;\uff0c\u800c\u6765\u81ea&#8221;\u5b9a\u4e49\u95ee\u9898\u3001\u8bbe\u8ba1\u7ea6\u675f\u3001\u6821\u51c6\u81ea\u6cbb\u3001\u627f\u62c5\u5224\u65ad\u3001\u7ef4\u6301\u7406\u89e3&#8221;\u3002<\/strong><!--more--><\/p>\n<hr \/>\n<h2>\u4e00\u3001\u628a\u6a21\u7cca\u9700\u6c42\u7ffb\u8bd1\u6210\u7cbe\u786e\u7ea6\u675f\u7684\u80fd\u529b<\/h2>\n<p>Agent \u80fd\u9ad8\u6548\u6267\u884c\uff0c\u4f46\u4e0d\u4f1a\u81ea\u5df1\u5224\u65ad&#8221;\u4ec0\u4e48\u7b97\u5bf9&#8221;\u3002\u9ad8\u7ea7\u5de5\u7a0b\u5e08\u5fc5\u987b\u628a\u4e1a\u52a1\u610f\u56fe\u3001\u67b6\u6784\u5224\u65ad\u548c\u8d28\u91cf\u5e95\u7ebf\uff0c\u8f6c\u6210 Agent \u53ef\u6267\u884c\u7684\u8f93\u5165\u3002<\/p>\n<p><strong>\u5177\u4f53\u5305\u62ec\uff1a<\/strong><\/p>\n<ul>\n<li>\u5199\u6e05\u695a <strong>SPEC<\/strong>\uff1a\u76ee\u6807\u3001\u8fb9\u754c\u3001\u975e\u76ee\u6807\u3001\u9a8c\u6536\u6761\u4ef6<\/li>\n<li>\u5199\u6e05\u695a <strong>ADR<\/strong>\uff1a\u4e3a\u4ec0\u4e48\u9009\u8fd9\u4e2a\u65b9\u6848\uff0c\u653e\u5f03\u4e86\u4ec0\u4e48<\/li>\n<li>\u5b9a\u4e49 <strong>\u4e0d\u53d8\u91cf<\/strong>\uff1a\u54ea\u4e9b\u89c4\u5219\u5728\u4efb\u4f55\u60c5\u51b5\u4e0b\u90fd\u4e0d\u80fd\u88ab\u7834\u574f<\/li>\n<li>\u8bbe\u8ba1 <strong>\u9a8c\u6536 oracle<\/strong>\uff1a\u600e\u4e48\u81ea\u52a8\u5224\u65ad\u7ed3\u679c\u6b63\u786e\uff0c\u800c\u4e0d\u662f\u9760\u4eba\u8089\u8bfb\u4ee3\u7801<\/li>\n<\/ul>\n<p><strong>\u672c\u8d28\uff1a<\/strong> \u8fd9\u4e0d\u662f&#8221;\u5199\u6587\u6863&#8221;\uff0c\u800c\u662f\u628a\u7ecf\u9a8c\u538b\u7f29\u6210\u7ea6\u675f\u3002\u7ea6\u675f\u8d8a\u7cbe\u786e\uff0cAgent \u8dd1\u504f\u7684\u6982\u7387\u8d8a\u4f4e\uff1b\u7ea6\u675f\u8d8a\u6a21\u7cca\uff0cAgent \u8d8a\u5bb9\u6613&#8221;\u770b\u8d77\u6765\u505a\u4e86\uff0c\u5176\u5b9e\u504f\u4e86&#8221;\u3002<\/p>\n<hr \/>\n<h2>\u4e8c\u3001\u8bbe\u8ba1\u9a8c\u8bc1\u73af\u5883\u4e0e\u6821\u51c6\u81ea\u6cbb\u7684\u80fd\u529b<\/h2>\n<p>Agent \u7684\u81ea\u6cbb\u7a0b\u5ea6\u4e0d\u80fd\u9760\u611f\u89c9\u7ed9\uff0c\u800c\u8981\u6839\u636e\u5b83\u7684\u53ef\u9760\u7a0b\u5ea6\u52a8\u6001\u8c03\u6574\u3002\u7ed9\u591a\u4e86\u4f1a\u57cb\u96f7\uff0c\u7ed9\u5c11\u4e86 throughput \u4e0a\u4e0d\u53bb\u3002<\/p>\n<p><strong>\u5177\u4f53\u5305\u62ec\uff1a<\/strong><\/p>\n<ul>\n<li>\u8bbe\u8ba1 <strong>harness<\/strong>\uff1a\u6c99\u7bb1\u3001\u5de5\u5177\u6743\u9650\u3001\u8bb0\u5fc6\u3001\u95e8\u7981\u3001\u56de\u6eda\u673a\u5236<\/li>\n<li>\u5efa\u7acb <strong>back-pressure \u673a\u5236<\/strong>\uff1aAgent \u591a\u53ef\u9760\uff0c\u5c31\u7ed9\u591a\u5c11\u81ea\u6cbb\uff1b\u53ef\u9760\u4e00\u5206\uff0c\u81ea\u6cbb\u4e00\u5bf8<\/li>\n<li>\u5b9a\u4e49 <strong>\u5347\u7ea7\u548c\u964d\u7ea7\u89c4\u5219<\/strong>\uff1a\u4ec0\u4e48\u6307\u6807\u8fbe\u6807\u53ef\u4ee5\u653e\u5f00\u6743\u9650\uff0c\u4ec0\u4e48\u4fe1\u53f7\u51fa\u73b0\u5fc5\u987b\u6536\u7d27<\/li>\n<li><strong>\u9632\u6b62\u9a8c\u8bc1\u80fd\u529b\u843d\u540e\u4e8e Agent \u80fd\u529b<\/strong>\uff1aAgent \u8d8a\u6765\u8d8a\u80fd\u8dd1\uff0c\u4f46\u95e8\u7981\u6ca1\u8ddf\u4e0a\uff0c\u5c31\u662f\u98ce\u9669\u79ef\u7d2f<\/li>\n<\/ul>\n<p><strong>\u672c\u8d28\uff1a<\/strong> \u8fd9\u672c\u8d28\u4e0a\u662f\u98ce\u9669\u63a7\u5236\u80fd\u529b\u3002\u9ad8\u7ea7\u5de5\u7a0b\u5e08\u8981\u50cf\u8bbe\u8ba1\u4ea4\u6613\u7cfb\u7edf\u4e00\u6837\u8bbe\u8ba1 Agent \u7684\u8fd0\u884c\u8fb9\u754c\u3002<\/p>\n<hr \/>\n<h2>\u4e09\u3001\u5728 Factory \u4e2d\u505a\u9ad8\u98ce\u9669\u5224\u65ad\u4e0e\u88c1\u51b3\u7684\u80fd\u529b<\/h2>\n<p>\u672a\u6765\u4e0d\u662f&#8221;\u4eba\u7c7b\u9010\u884c review \u4ee3\u7801&#8221;\uff0c\u800c\u662f\u4eba\u7c7b\u5728\u7cfb\u7edf\u5c42\u9762\u505a\u51b3\u7b56\u3002\u9ad8\u7ea7\u5de5\u7a0b\u5e08\u662f <strong>verdict owner<\/strong>\uff0c\u4e0d\u662f line reviewer\u3002<\/p>\n<p><strong>\u5177\u4f53\u5305\u62ec\uff1a<\/strong><\/p>\n<ul>\n<li>\u5224\u65ad\u4ec0\u4e48\u4efb\u52a1\u53ef\u4ee5\u5b8c\u5168\u81ea\u52a8\u5316\uff0c\u4ec0\u4e48\u5fc5\u987b\u4fdd\u7559\u4eba\u7c7b\u88c1\u51b3<\/li>\n<li>\u5728\u8fb9\u754c\u6848\u4f8b\u3001\u4e1a\u52a1\u8bed\u4e49\u3001\u67b6\u6784\u8026\u5408\u3001\u5b89\u5168\u5408\u89c4\u7b49\u95ee\u9898\u4e0a\u505a\u6700\u7ec8\u5224\u65ad<\/li>\n<li>\u5904\u7406\u5f02\u5e38\u60c5\u51b5\uff1a\u751f\u4ea7\u544a\u8b66\u3001\u56de\u5f52\u4e8b\u6545\u3001Agent \u8dd1\u504f\u540e\u7684\u6839\u56e0\u5b9a\u4f4d<\/li>\n<li>\u627f\u62c5&#8221;\u8fd9\u4e2a\u53d8\u66f4\u53ef\u4ee5\u8fdb\u5165\u751f\u4ea7&#8221;\u7684\u8d23\u4efb<\/li>\n<\/ul>\n<p><strong>\u672c\u8d28\uff1a<\/strong> \u9ad8\u7ea7\u5de5\u7a0b\u5e08\u7684\u7b7e\u540d\u4e0d\u518d\u662f&#8221;\u6211\u770b\u8fc7\u4e86\u8fd9\u884c\u4ee3\u7801&#8221;\uff0c\u800c\u662f&#8221;\u6211\u8bbe\u8ba1\u4e86\u8ba9\u8fd9\u4e2a\u53d8\u66f4\u53ef\u4fe1\u8fdb\u5165\u751f\u4ea7\u7684\u7cfb\u7edf\uff0c\u5e76\u5728\u5fc5\u8981\u65f6\u505a\u4e86\u88c1\u51b3&#8221;\u3002<\/p>\n<hr \/>\n<h2>\u56db\u3001\u7ef4\u6301\u7cfb\u7edf\u7ea7\u7406\u89e3\u7684\u80fd\u529b<\/h2>\n<p>Agent \u53ef\u4ee5\u4e00\u5929\u751f\u6210\u5927\u91cf\u4ee3\u7801\uff0c\u4f46\u7406\u89e3\u4e0d\u80fd\u81ea\u52a8\u540c\u6b65\u589e\u957f\u3002\u9ad8\u7ea7\u5de5\u7a0b\u5e08\u5fc5\u987b\u4e3b\u52a8\u7ef4\u6301\u5bf9\u7cfb\u7edf\u7684 comprehension\uff0c\u5426\u5219\u7cfb\u7edf\u4f1a\u6162\u6162\u53d8\u6210\u8c01\u4e5f\u4e0d\u5b8c\u5168\u7406\u89e3\u7684\u9ed1\u7bb1\u3002<\/p>\n<p><strong>\u5177\u4f53\u5305\u62ec\uff1a<\/strong><\/p>\n<ul>\n<li>\u5efa\u7acb<strong>\u5206\u5c42\u7406\u89e3<\/strong>\uff1a\u7cfb\u7edf\u5730\u56fe \u2192 \u5173\u952e\u8def\u5f84 \u2192 \u4e0d\u53d8\u91cf\u4e0e\u9677\u9631 \u2192 \u5177\u4f53\u5b9e\u73b0<\/li>\n<li>\u4e0d\u8ffd\u6c42\u8bfb\u5b8c\u6240\u6709\u4ee3\u7801\uff0c\u4f46\u5fc5\u987b\u77e5\u9053\u6838\u5fc3\u6d41\u7a0b\u600e\u4e48\u8d70\u3001\u54ea\u4e9b\u5730\u65b9\u52a8\u4e0d\u5f97<\/li>\n<li>\u5b9a\u671f&#8221;\u5de1\u8bca&#8221;\uff1a\u5173\u6ce8\u53d8\u5316\u6700\u5927\u7684\u6a21\u5757\u3001\u6700\u590d\u6742\u7684\u4f9d\u8d56\u3001\u6700\u8106\u5f31\u7684\u8fb9\u754c<\/li>\n<li><strong>\u9632\u6b62 comprehension debt \u7206\u4ed3<\/strong>\uff1a\u7406\u89e3\u8986\u76d6\u7387\u5fc5\u987b\u8ddf\u4e0a\u7cfb\u7edf\u53d8\u5316\u901f\u7387<\/li>\n<\/ul>\n<p><strong>\u672c\u8d28\uff1a<\/strong> Agent \u53ef\u4ee5\u8f85\u52a9\u751f\u6210\u7cfb\u7edf\u5730\u56fe\u3001\u8c03\u7528\u94fe\u3001\u4f9d\u8d56\u56fe\uff0c\u4f46&#8221;\u77e5\u9053\u4ec0\u4e48\u4f1a\u70b8\u3001\u4ec0\u4e48\u4e0d\u80fd\u52a8&#8221;\u53ea\u80fd\u9760\u4eba\u7c7b\u81ea\u5df1\u6512\u3002<\/p>\n<hr \/>\n<h2>\u4e94\u3001\u8bbe\u8ba1 Agent \u534f\u4f5c\u6d41\u7a0b\u4e0e\u7ec4\u7ec7\u673a\u5236\u7684\u80fd\u529b<\/h2>\n<p>\u5f53\u591a\u4e2a Agent \u5e76\u884c\u8fd0\u884c\uff0c\u4eba\u7c7b\u9762\u5bf9\u7684\u4e0d\u518d\u662f\u4e00\u4e2a\u4ee3\u7801\u5e93\uff0c\u800c\u662f\u4e00\u4e2a\u7531\u5faa\u73af\u7ec4\u6210\u7684\u751f\u4ea7\u7cfb\u7edf\u3002\u9ad8\u7ea7\u5de5\u7a0b\u5e08\u8981\u5177\u5907\u7cfb\u7edf\u8bbe\u8ba1\u4e0e\u7ec4\u7ec7\u8bbe\u8ba1\u80fd\u529b\u3002<\/p>\n<p><strong>\u5177\u4f53\u5305\u62ec\uff1a<\/strong><\/p>\n<ul>\n<li>\u8bbe\u8ba1<strong>\u5de5\u4f5c\u961f\u5217<\/strong>\uff1a\u4ec0\u4e48\u4efb\u52a1\u8fdb\u5165 Factory\uff0c\u4f18\u5148\u7ea7\u5982\u4f55\u5b9a<\/li>\n<li>\u8bbe\u8ba1<strong>\u5ba1\u67e5\u95e8\u7981<\/strong>\uff1a\u54ea\u4e9b\u73af\u8282\u81ea\u52a8\u8fc7\uff0c\u54ea\u4e9b\u73af\u8282\u5fc5\u987b\u4eba\u5de5\u88c1\u51b3<\/li>\n<li>\u51b3\u5b9a<strong>\u4eba\u7c7b\u5224\u65ad\u653e\u5728\u54ea\u4e00\u5c42<\/strong>\uff1aLoop \u5185\u3001Harness \u95e8\u7981\u3001Factory \u5165\u53e3\uff0c\u8fd8\u662f\u7cfb\u7edf\u4e4b\u4e0a<\/li>\n<li>\u5efa\u7acb<strong>\u53cd\u9988\u95ed\u73af<\/strong>\uff1aAgent \u7684\u9519\u8bef\u5982\u4f55\u53cd\u54fa SPEC\u3001ADR\u3001\u4e0d\u53d8\u91cf\u548c\u95e8\u7981\u89c4\u5219<\/li>\n<\/ul>\n<p><strong>\u672c\u8d28\uff1a<\/strong> \u8fd9\u76f8\u5f53\u4e8e\u4ece&#8221;\u5199\u4ee3\u7801\u7684\u4eba&#8221;\u53d8\u6210&#8221;\u8bbe\u8ba1\u5de5\u7a0b\u7ec4\u7ec7\u7684\u4eba&#8221;\u3002\u53ea\u4e0d\u8fc7\u8fd9\u4e2a\u7ec4\u7ec7\u7684\u6210\u5458\u4e0d\u5168\u662f\u4eba\u7c7b\u3002<\/p>\n<hr \/>\n<h2>\u4e00\u53e5\u8bdd\u603b\u7ed3<\/h2>\n<p>\u672a\u6765\u9ad8\u7ea7\u5de5\u7a0b\u5e08\u4ee5\u4e0a\u7684\u4eba\u7c7b\uff0c\u5fc5\u987b\u62e5\u6709\u7684\u4e0d\u662f&#8221;\u5199\u66f4\u591a\u4ee3\u7801&#8221;\u7684\u80fd\u529b\uff0c\u800c\u662f\u4e94\u7c7b\u80fd\u529b\uff1a<\/p>\n<ol>\n<li>\u628a\u6a21\u7cca\u9700\u6c42\u7ffb\u8bd1\u6210\u7cbe\u786e\u7ea6\u675f<\/li>\n<li>\u8bbe\u8ba1\u9a8c\u8bc1\u73af\u5883\u4e0e\u6821\u51c6\u81ea\u6cbb<\/li>\n<li>\u5728 Factory \u4e2d\u505a\u9ad8\u98ce\u9669\u88c1\u51b3<\/li>\n<li>\u7ef4\u6301\u7cfb\u7edf\u7ea7\u7406\u89e3<\/li>\n<li>\u8bbe\u8ba1 Agent \u534f\u4f5c\u6d41\u7a0b<\/li>\n<\/ol>\n<p><strong>\u8fd9\u4e9b\u80fd\u529b\u7684\u5171\u540c\u7279\u5f81\u662f\uff1a\u9ad8\u6760\u6746\u3001\u96be\u81ea\u52a8\u5316\u3001\u627f\u62c5\u6700\u7ec8\u8d23\u4efb\u3002Agent \u4f1a\u5403\u6389\u6267\u884c\uff0c\u4f46\u4eba\u7c7b\u5fc5\u987b\u5b88\u4f4f\u5224\u65ad\u3002<\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u672a\u6765\uff0c\u9ad8\u7ea7\u5de5\u7a0b\u5e08\u4ee5\u4e0a\u7684\u4eba\u7c7b\u5fc5\u987b\u62e5\u6709\u7684\u80fd\u529b\uff0c\u53ef\u4ee5\u5f52\u7ed3\u4e3a\u4e94\u7c7b\u3002\u5b83\u4eec\u5171\u540c\u6307\u5411\u4e00\u4e2a\u6838\u5fc3\u8f6c\u53d8\uff1a\u5de5\u7a0b\u5e08\u7684\u4ef7\u503c\u4e0d\u518d\u4e3b\u8981\u6765\u81ea&#038; &hellip; <a href=\"https:\/\/www.liujh168.com\/index.php\/2026\/10\/30\/future-engineer-five-core-skills\/\" class=\"more-link\">\u7ee7\u7eed\u9605\u8bfb<span class=\"screen-reader-text\">\u201c\u672a\u6765\u5de5\u7a0b\u5e08\u7684\u4e94\u79cd\u6838\u5fc3\u80fd\u529b\u201d<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-1859","post","type-post","status-publish","format-standard","hentry","category-unknown"],"_links":{"self":[{"href":"https:\/\/www.liujh168.com\/index.php\/wp-json\/wp\/v2\/posts\/1859","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.liujh168.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.liujh168.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.liujh168.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.liujh168.com\/index.php\/wp-json\/wp\/v2\/comments?post=1859"}],"version-history":[{"count":2,"href":"https:\/\/www.liujh168.com\/index.php\/wp-json\/wp\/v2\/posts\/1859\/revisions"}],"predecessor-version":[{"id":1870,"href":"https:\/\/www.liujh168.com\/index.php\/wp-json\/wp\/v2\/posts\/1859\/revisions\/1870"}],"wp:attachment":[{"href":"https:\/\/www.liujh168.com\/index.php\/wp-json\/wp\/v2\/media?parent=1859"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.liujh168.com\/index.php\/wp-json\/wp\/v2\/categories?post=1859"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.liujh168.com\/index.php\/wp-json\/wp\/v2\/tags?post=1859"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}