{"id":6625,"date":"2025-12-10T14:37:33","date_gmt":"2025-12-10T06:37:33","guid":{"rendered":"https:\/\/nullthought.net\/?p=6625"},"modified":"2025-12-10T14:47:59","modified_gmt":"2025-12-10T06:47:59","slug":"ai%e6%97%b6%e4%bb%a3%e8%80%81%e7%a0%81%e5%86%9c%e6%97%a5%e5%b8%b8-20251210","status":"publish","type":"post","link":"https:\/\/nullthought.net\/?p=6625","title":{"rendered":"AI\u65f6\u4ee3\u8001\u7801\u519c\u65e5\u5e38-20251210"},"content":{"rendered":"\n<p>AI\u8f85\u52a9\u7f16\u7a0b\u7684\u51e0\u70b9\u5c0f\u7ecf\u9a8c\uff0c\u5206\u4eab\u4e00\u4e0b\uff1a<\/p>\n\n\n\n<h5 class=\"wp-block-heading\">\u4e00\u3001\u8ba9AI\u5148\u51fa\u65b9\u6848\uff0c\u786e\u8ba4\u540e\u518d\u6539\u4ee3\u7801<\/h5>\n\n\n\n<p>\u7528OpenAI Codex\u8f85\u52a9\u7f16\u7a0b\uff0c<strong>\u5bf9\u4e8e\u8f83\u5927\u7684\u903b\u8f91\u6539\u52a8<\/strong>\uff0c\u60f3\u4e0d\u8981\u7740\u6025\u52a8\u4ee3\u7801\u3002\u5148\u8ba9AI\u51fa\u4fee\u6539\u65b9\u6848\uff0c\u518dReview\u65b9\u6848\uff0c\u5e76\u6301\u7eed\u4e0eAI\u4ea4\u4e92\uff0c\u8ba9AI\u4fee\u6539\u548c\u4f18\u5316\u65b9\u6848\uff0c\u76f4\u81f3\u65b9\u6848Ok\u3002<\/p>\n\n\n\n<p>\u65b9\u6848\u53ef\u884c\u540e\uff0c\u518d\u8ba9AI\u4fee\u6539\u4ee3\u7801\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"528\" height=\"869\" src=\"https:\/\/nullthought.net\/wp-content\/uploads\/2025\/12\/\u8ba9AI\u5148\u51fa\u65b9\u6848\uff0c\u786e\u8ba4\u540e\u518d\u6539\u4ee3\u7801.png\" alt=\"\" class=\"wp-image-6627\" style=\"width:364px;height:auto\" srcset=\"https:\/\/nullthought.net\/wp-content\/uploads\/2025\/12\/\u8ba9AI\u5148\u51fa\u65b9\u6848\uff0c\u786e\u8ba4\u540e\u518d\u6539\u4ee3\u7801.png 528w, https:\/\/nullthought.net\/wp-content\/uploads\/2025\/12\/\u8ba9AI\u5148\u51fa\u65b9\u6848\uff0c\u786e\u8ba4\u540e\u518d\u6539\u4ee3\u7801-182x300.png 182w\" sizes=\"auto, (max-width: 528px) 100vw, 528px\" \/><figcaption class=\"wp-element-caption\">\u8ba9AI\u5148\u51fa\u65b9\u6848\uff0c\u786e\u8ba4\u540e\u518d\u6539\u4ee3\u7801<\/figcaption><\/figure>\n\n\n\n<h5 class=\"wp-block-heading\">\u4e8c\u3001\u8ba9AI\u627e\u95ee\u9898\u539f\u56e0<\/h5>\n\n\n\n<p>\u628a\u95ee\u9898\u63cf\u8ff0\u6e05\u695a\uff0c<strong>\u8ba9AI\u5206\u6790\u539f\u56e0<\/strong>\u3002OpenAI Codex\u5f80\u5f80\u80fd\u591f\u4e00\u6b21\u6027\u7cbe\u51c6\u5b9a\u4f4d\u5230\u95ee\u9898\uff0c\u5e76\u5b8c\u6210\u4fee\u6539\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"539\" height=\"538\" src=\"https:\/\/nullthought.net\/wp-content\/uploads\/2025\/12\/\u8ba9AI\u627e\u95ee\u9898\u539f\u56e0.png\" alt=\"\" class=\"wp-image-6628\" style=\"width:375px;height:auto\" srcset=\"https:\/\/nullthought.net\/wp-content\/uploads\/2025\/12\/\u8ba9AI\u627e\u95ee\u9898\u539f\u56e0.png 539w, https:\/\/nullthought.net\/wp-content\/uploads\/2025\/12\/\u8ba9AI\u627e\u95ee\u9898\u539f\u56e0-300x300.png 300w, https:\/\/nullthought.net\/wp-content\/uploads\/2025\/12\/\u8ba9AI\u627e\u95ee\u9898\u539f\u56e0-150x150.png 150w, https:\/\/nullthought.net\/wp-content\/uploads\/2025\/12\/\u8ba9AI\u627e\u95ee\u9898\u539f\u56e0-120x120.png 120w\" sizes=\"auto, (max-width: 539px) 100vw, 539px\" \/><figcaption class=\"wp-element-caption\">\u8ba9AI\u627e\u95ee\u9898\u539f\u56e0<\/figcaption><\/figure>\n\n\n\n<h5 class=\"wp-block-heading\">\u4e09\u3001\u8ba9AI\u5728\u6570\u636e\u65b9\u9762\u63d0\u4f9b\u5e2e\u52a9<\/h5>\n\n\n\n<p>\u4e0d\u4ec5\u662f\u4ee3\u7801\uff0c\u4e5f\u53ef\u4ee5<strong>\u8ba9AI\u5728\u6570\u636e\u65b9\u9762\u63d0\u4f9b\u5e2e\u52a9<\/strong>\u3002\u4f8b\u5982\uff1a1)\u5728\u6570\u636e\u5e93\u4e2d\u63d2\u5165\u3001\u751f\u6210\u6d4b\u8bd5\u6240\u9700\u6570\u636e\uff1b2)\u6a21\u62df\u751f\u6210\u6d4b\u8bd5\u6570\u636e\uff1b3)\u5176\u4ed6\u4efb\u4f55\u4e0e\u6570\u636e\u6709\u5173\u7684\u9700\u6c42&#8230;&#8230;<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"524\" height=\"693\" src=\"https:\/\/nullthought.net\/wp-content\/uploads\/2025\/12\/\u8ba9AI\u5728\u6570\u636e\u65b9\u9762\u63d0\u4f9b\u5e2e\u52a9.png\" alt=\"\" class=\"wp-image-6629\" style=\"aspect-ratio:0.7561652525572913;width:321px;height:auto\" srcset=\"https:\/\/nullthought.net\/wp-content\/uploads\/2025\/12\/\u8ba9AI\u5728\u6570\u636e\u65b9\u9762\u63d0\u4f9b\u5e2e\u52a9.png 524w, https:\/\/nullthought.net\/wp-content\/uploads\/2025\/12\/\u8ba9AI\u5728\u6570\u636e\u65b9\u9762\u63d0\u4f9b\u5e2e\u52a9-227x300.png 227w\" sizes=\"auto, (max-width: 524px) 100vw, 524px\" \/><figcaption class=\"wp-element-caption\">\u8ba9AI\u5728\u6570\u636e\u65b9\u9762\u63d0\u4f9b\u5e2e\u52a9<\/figcaption><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>Some Tips for AI-Assisted Programming, just share: <\/p>\n\n\n\n<h5 class=\"wp-block-heading\">1. Let the AI propose a plan before changing your code<\/h5>\n\n\n\n<p>When using OpenAI Codex to assist with programming, <strong>don\u2019t rush into making code changes for larger logic modifications.<\/strong><br>First, ask the AI to propose a modification plan. Then review that plan, continue interacting with the AI, and have it revise and refine the solution until you\u2019re satisfied with it.<\/p>\n\n\n\n<p>Once the plan looks solid, then let the AI modify the code.<\/p>\n\n\n\n<h5 class=\"wp-block-heading\">2. Let the AI find the root cause of problems<\/h5>\n\n\n\n<p>Describe the problem clearly and ask the AI to analyze the cause. OpenAI Codex can often pinpoint the issue in one shot and provide a corresponding fix.<\/p>\n\n\n\n<h5 class=\"wp-block-heading\">3. Let the AI help with data-related tasks<\/h5>\n\n\n\n<p><strong>AI can help not only with code, but also with data<\/strong>. For example: 1)inserting or generating the test data you need in a database; 2)generating synthetic test data; 3)handling any other data-related needs, and so on.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>AI\u8f85\u52a9\u7f16\u7a0b\u7684\u51e0\u70b9\u5c0f\u7ecf\u9a8c\uff0c\u5206\u4eab\u4e00\u4e0b\uff1a \u4e00\u3001\u8ba9AI\u5148\u51fa\u65b9\u6848\uff0c\u786e\u8ba4\u540e\u518d\u6539\u4ee3\u7801 \u7528OpenAI Codex\u8f85\u52a9\u7f16\u7a0b\uff0c [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center 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center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[3,8],"tags":[39,101,103],"class_list":["post-6625","post","type-post","status-publish","format-standard","hentry","category-it","category-tech","tag-ai","tag-old-programmer-in-ai-era","tag-openai"],"rttpg_featured_image_url":null,"rttpg_author":{"display_name":"NullThought","author_link":"https:\/\/nullthought.net\/?author=1"},"rttpg_comment":0,"rttpg_category":"<a href=\"https:\/\/nullthought.net\/?cat=3\" rel=\"category\">IT<\/a> <a href=\"https:\/\/nullthought.net\/?cat=8\" rel=\"category\">Tech<\/a>","rttpg_excerpt":"AI\u8f85\u52a9\u7f16\u7a0b\u7684\u51e0\u70b9\u5c0f\u7ecf\u9a8c\uff0c\u5206\u4eab\u4e00\u4e0b\uff1a \u4e00\u3001\u8ba9AI\u5148\u51fa\u65b9\u6848\uff0c\u786e\u8ba4\u540e\u518d\u6539\u4ee3\u7801 \u7528OpenAI Codex\u8f85\u52a9\u7f16\u7a0b\uff0c&hellip;","_links":{"self":[{"href":"https:\/\/nullthought.net\/index.php?rest_route=\/wp\/v2\/posts\/6625","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/nullthought.net\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/nullthought.net\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/nullthought.net\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/nullthought.net\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=6625"}],"version-history":[{"count":2,"href":"https:\/\/nullthought.net\/index.php?rest_route=\/wp\/v2\/posts\/6625\/revisions"}],"predecessor-version":[{"id":6631,"href":"https:\/\/nullthought.net\/index.php?rest_route=\/wp\/v2\/posts\/6625\/revisions\/6631"}],"wp:attachment":[{"href":"https:\/\/nullthought.net\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=6625"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/nullthought.net\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=6625"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/nullthought.net\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=6625"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}