[{"data":1,"prerenderedAt":381},["ShallowReactive",2],{"$fgukOamtKU1RtUiMFsqdObttmqPPQz0uc7bl_gj_LyX0":3,"$fzngA3cEsOLbjqtgLVVt3uVhG7S_lOn15rUTjRifKoM0":245,"article-6":380},{"code":4,"msg":5,"data":6},0,"",{"category":7,"tag":11,"popular":19,"latest":86,"banner":126,"list":151,"cache":244},[8,9,10],"Agent","OpenAI","LLM",[8,12,13,14,9,10,15,16,17,18],"Google","Nvidia","Claude","DeepSeek","OCR","Chat","Generator",[20,29,37,45,54,62,70,79],{"id":21,"publish_date":22,"is_original":23,"collection":5,"cover_url":24,"cover_url_1_1":25,"title":26,"summary":27,"author":28},411,"2023-09-10",1,"article_res/cover/451ef50c225a8dc61c4336506794d13b.jpeg","article_res/cover/3ba9dc7a72f87d40b20fc2d225289ee3.jpeg","Idealism","Reality is created by the mind, we can change our reality by changing our mind. - Plato","Renee's Entrepreneurial Journey",{"id":30,"publish_date":31,"is_original":23,"collection":32,"cover_url":33,"cover_url_1_1":34,"title":35,"summary":36,"author":28},108,"2024-12-07","#LLM #AGI #AI Agent","article_res/cover/0039044422e4ec9f61c18e8ee1693bb0.jpeg","article_res/cover/4220971b108a91d21407d87bb02fbaa6.jpeg","Freysa.ai: The World's First Adversarial AI Agent Game","说服 Freysa 把钱包里的钱都拿出来",{"id":38,"publish_date":39,"is_original":23,"collection":40,"cover_url":41,"cover_url_1_1":42,"title":43,"summary":44,"author":28},12,"2025-03-09","#Oxford #Reasoning #LLM #Tool Use","article_res/cover/d448e9b3617a0b5302e1bd10c438bca9.jpeg","article_res/cover/864a468f9cc4c9317efadb3811909888.jpeg","Agentic Reasoning Framework - Significantly enhance the reasoning ability of LLMs through the integration of external tools using agents","Agentic Reasoning: Reasoning LLMs with Tools for Deep Research",{"id":46,"publish_date":47,"is_original":4,"collection":48,"cover_url":49,"cover_url_1_1":50,"title":51,"summary":52,"author":53},480,"2023-04-14","#Stable Diffusion","article_res/cover/0bdbe7cb1de4a78e54536e5d9afa7ec9.jpeg","article_res/cover/b3d6ffec0608dcfaf18c5a69906d1490.jpeg","【AIGC Learning】Generate Prompts Using Word Graphs - Stable Diffusion Web UI Series 13","AI will become a powerful tool in education, transforming the way we learn and deliver instruction.  \n- Reid Hoffman","--",{"id":55,"publish_date":56,"is_original":4,"collection":57,"cover_url":58,"cover_url_1_1":59,"title":60,"summary":61,"author":28},413,"2023-09-08","#Neuroscience","article_res/cover/74f8302d78a23d9430f22171eae136b6.jpeg","article_res/cover/87ca08af81bb304746be5261160964c0.jpeg","Can machines be conscious?","Do we have an ethical obligation to not turn off conscious machines? Would turning them off be murder? No. I don't lose any sleep over unplugging a conscious machine.\n- Jeff Hawkins, \"A Thousand Brains\"",{"id":63,"publish_date":64,"is_original":23,"collection":65,"cover_url":66,"cover_url_1_1":67,"title":68,"summary":69,"author":28},178,"2024-09-09","#Entrepreneurship","article_res/cover/a7224f025b55d1820408085faef63079.jpeg","article_res/cover/11a9995b096cbf64465ef01b8673b154.jpeg","37signals company","This damn sense of relaxation",{"id":71,"publish_date":72,"is_original":4,"collection":73,"cover_url":74,"cover_url_1_1":75,"title":76,"summary":77,"author":78},460,"2023-05-12","#Google","article_res/cover/b970687b12faa52da976f91248c2aa7b.jpeg","article_res/cover/d1e71b52cfd2c63bc6e71f3e85ff135c.jpeg","Learn what BRC-20 and Ordinals are using Google Bard","Ordinals - a new protocol that allows users to store arbitrary data on the Bitcoin blockchain","Google Bard mainly writes",{"id":80,"publish_date":81,"is_original":23,"collection":5,"cover_url":82,"cover_url_1_1":83,"title":84,"summary":85,"author":28},309,"2024-03-26","article_res/cover/9877f95894ee88532d0e6012c23a2df3.jpeg","article_res/cover/20092164ddc109ce6ae56b1984246751.jpeg","Learning the Cancun Upgrade with lepton and perplexity","Building a quick conversation-based search demo with Lepton AI.",[87,95,103,111,119],{"id":88,"publish_date":89,"is_original":23,"collection":90,"cover_url":91,"cover_url_1_1":92,"title":93,"summary":94,"author":28},627,"2025-03-20","#AI Avatar #AI Video Generation","article_res/cover/d95481358f73924989f8c4ee9c75d1c8.jpeg","article_res/cover/b74bc0fab01f8b6a6aa87696c0c3ed8b.jpeg","DisPose: Generating Animated Videos by Driving Video with Reference Images","DisPose is a controllable human image animation method that enhances video generation.",{"id":96,"publish_date":97,"is_original":23,"collection":98,"cover_url":99,"cover_url_1_1":100,"title":101,"summary":102,"author":28},626,"2025-03-21","#Deep Dive into LLMs #LLM #RL #Andrej Karpathy #AlphaGo","article_res/cover/446553a5c8f8f2f07d97b20eaee84e56.jpeg","article_res/cover/e6c2823409c9b34624064b9acbaca6f1.jpeg","AlphaGo and the Power of Reinforcement Learning - Andrej Karpathy's Deep Dive on LLMs (Part 9)","Simply learning from humans will never surpass human capabilities.",{"id":104,"publish_date":105,"is_original":23,"collection":106,"cover_url":107,"cover_url_1_1":108,"title":109,"summary":110,"author":28},625,"2025-03-22","#Deep Dive into LLMs #LLM #RL #RLHF #Andrej Karpathy","article_res/cover/8da81d38b1e5cf558a164710fd8a5389.jpeg","article_res/cover/96f028d76c362a99a0dd56389e8f7a9b.jpeg","Reinforcement Learning from Human Feedback (RLHF) - Andrej Karpathy's Deep Dive on LLMs (Part 10)","Fine-Tuning Language Models from Human Preferences",{"id":112,"publish_date":113,"is_original":23,"collection":114,"cover_url":115,"cover_url_1_1":116,"title":117,"summary":118,"author":28},624,"2025-03-23","#Deep Dive into LLMs #LLM #Andrej Karpathy #AI Agent #MMM","article_res/cover/a5e7c3d48bb09109684d6513287c661d.jpeg","article_res/cover/d3f22b7c0ab8d82fd2da457a299e0773.jpeg","The Future of Large Language Models - Andrej Karpathy's In-Depth Explanation of LLM (Part 11)","preview of things to come",{"id":120,"publish_date":113,"is_original":23,"collection":121,"cover_url":122,"cover_url_1_1":123,"title":124,"summary":125,"author":28},623,"#Google #Voe #AI Video Generation","article_res/cover/c44062fea0f336c2b96b3928292392c2.jpeg","article_res/cover/a041041c69092ad3db191c5bf3ff981b.jpeg","Trial of Google's video generation model VOE2","Our state-of-the-art video generation model",[127,135,143],{"id":128,"publish_date":129,"is_original":23,"collection":130,"cover_url":131,"cover_url_1_1":132,"title":133,"summary":134,"author":28},300,"2024-04-16","#AI in Science #AGI","article_res/cover/6bf01e793e0f33e848572412eebdf9b0.jpeg","article_res/cover/91a5ee21dafecb914fabeb9430d46ec1.jpeg","Would Einstein lose his job - AI and Quantum Computing: A Glimpse into the Near Future","So Einstein's job is still safe.",{"id":136,"publish_date":137,"is_original":23,"collection":138,"cover_url":139,"cover_url_1_1":140,"title":141,"summary":142,"author":28},101,"2024-12-14","#Nvidia #AI 3D Generator","article_res/cover/693e07c85980c5c0c8fde3f037733f23.jpeg","article_res/cover/9ea8edff2d5d303ff3fffff3f6f9c3d9.jpeg","NVIDIA's open-source 3D project LLaMA-Mesh","LLaMA-Mesh: Unifying 3D Mesh Generation with Language Models",{"id":144,"publish_date":145,"is_original":23,"collection":146,"cover_url":147,"cover_url_1_1":148,"title":149,"summary":150,"author":28},131,"2024-11-10","#OpenAI","article_res/cover/87f8ed353ce39f31960e7cdfaf075a35.jpeg","article_res/cover/f597a63935f5cd32e484b4aadd6019e8.jpeg","ChatGPT has launched the Search function","Get fast, timely answers with links to relevant web sources.",{"big":152,"small":214},[153,181],{"title":154,"list":155},"AGENT",[156,157,165,173],{"id":112,"publish_date":113,"is_original":23,"collection":114,"cover_url":115,"cover_url_1_1":116,"title":117,"summary":118,"author":28},{"id":158,"publish_date":159,"is_original":23,"collection":160,"cover_url":161,"cover_url_1_1":162,"title":163,"summary":164,"author":28},622,"2025-03-24","#OWL #AI Agent #MAS #MCP #CUA","article_res/cover/cb50ca7f2bf4d1ed50202d7406e1c19a.jpeg","article_res/cover/4aa7aa3badfacf3cc84121334f1050dd.jpeg","OWL: Multi-agent collaboration","OWL: Optimized Workforce Learning for General Multi-Agent Assistance in Real-World Task Automation",{"id":166,"publish_date":167,"is_original":23,"collection":168,"cover_url":169,"cover_url_1_1":170,"title":171,"summary":172,"author":28},620,"2025-03-26","#LLM #Google #Gemini #AI Agent","article_res/cover/53751a6dbbe990b1eb0b63f3b062aed4.jpeg","article_res/cover/031344981f0a212ff82d1f3a64aa5756.jpeg","Gemini 2.5 Pro, claimed to be far ahead of the competition, has been released with great fanfare: comprehensively surpassing other LLMs and topping the global rankings","Gemini 2.5: Our most intelligent AI model",{"id":174,"publish_date":175,"is_original":23,"collection":176,"cover_url":177,"cover_url_1_1":178,"title":179,"summary":180,"author":28},616,"2025-03-29","#MAS #AI Agent #AI Coder #MetaGPT #MGX","article_res/cover/9dcd702ad2035902e5e77967c34a1f1e.jpeg","article_res/cover/0a97fc4a922753c8f46ff38792020df8.jpeg","MGX - An automated website-building platform composed of multiple AI Agents","Your 24/7 AI Team | Dream, Chat, Create.",{"title":182,"list":183},"OPENAI",[184,191,199,206],{"id":185,"publish_date":167,"is_original":23,"collection":186,"cover_url":187,"cover_url_1_1":188,"title":189,"summary":190,"author":28},619,"#OpenAI #AI Image Generator #4o #MMM #AR Transformer","article_res/cover/2faffc97fcecf3151552cb0fd3206d89.jpeg","article_res/cover/1133cb4948af44cee2e7fbe79efb69e5.jpeg","The native image function of GPT-4o is officially launched","Introducing 4o Image Generation",{"id":192,"publish_date":193,"is_original":4,"collection":194,"cover_url":195,"cover_url_1_1":196,"title":197,"summary":198,"author":28},434,"2023-07-15","#Anthropic #OpenAI #Google #AI Code Generator #Claude","article_res/cover/e1b6f600a2b9f262a4392684e5f2ce25.jpeg","article_res/cover/6e1772e83f78f9a351ab23d3e414adee.jpeg","Latest Updates on Google Bard /Anthropic Claude2 / ChatGPT Code Interpreter","We want our models to use their programming skills to provide more natural interfaces to the basic functions of our computers.  \n - OpenAI",{"id":200,"publish_date":201,"is_original":4,"collection":146,"cover_url":202,"cover_url_1_1":203,"title":204,"summary":205,"author":28},417,"2023-08-24","article_res/cover/bccf897d50a88b18364e35f7466387e0.jpeg","article_res/cover/2f871085c1073717c1703ae86e18056f.jpeg","The GPT-3.5 Turbo fine-tuning (fine-tuning function) has been released～","Developers can now bring their own data to customize GPT-3.5 Turbo for their use cases.",{"id":207,"publish_date":208,"is_original":4,"collection":209,"cover_url":210,"cover_url_1_1":211,"title":212,"summary":213,"author":28},407,"2023-09-22","#OpenAI #AI Image Generator","article_res/cover/c59005e903d35cfc32346e2756e2728a.jpeg","article_res/cover/ba011d265e6d84b5c8cb6fd6b757b6cc.jpeg","Dall-E 3","DALL·E 3 understands significantly more nuance and detail, allowing you to easily translate your ideas into images.",[215,221,241],{"title":10,"list":216},[217,218,219,220],{"id":96,"publish_date":97,"is_original":23,"collection":98,"cover_url":99,"cover_url_1_1":100,"title":101,"summary":102,"author":28},{"id":104,"publish_date":105,"is_original":23,"collection":106,"cover_url":107,"cover_url_1_1":108,"title":109,"summary":110,"author":28},{"id":112,"publish_date":113,"is_original":23,"collection":114,"cover_url":115,"cover_url_1_1":116,"title":117,"summary":118,"author":28},{"id":166,"publish_date":167,"is_original":23,"collection":168,"cover_url":169,"cover_url_1_1":170,"title":171,"summary":172,"author":28},{"title":222,"list":223},"GOOGLE",[224,225,226,234],{"id":120,"publish_date":113,"is_original":23,"collection":121,"cover_url":122,"cover_url_1_1":123,"title":124,"summary":125,"author":28},{"id":166,"publish_date":167,"is_original":23,"collection":168,"cover_url":169,"cover_url_1_1":170,"title":171,"summary":172,"author":28},{"id":227,"publish_date":228,"is_original":23,"collection":229,"cover_url":230,"cover_url_1_1":231,"title":232,"summary":233,"author":28},615,"2025-03-30","#AI Researcher #AI Science #HKU #Google #AI Agent","article_res/cover/21fadf906067714bb0db31ae13a77c15.jpeg","article_res/cover/2697999a72bd26b22e85f0e92936d3ed.jpeg","AI-Researcher: LLM-driven全自动 scientific research assistant","AI-Researcher: Fully-Automated Scientific Discovery with LLM Agents  \nOpen-Sourced Alternative to Google AI Co-Scientist",{"id":235,"publish_date":236,"is_original":23,"collection":73,"cover_url":237,"cover_url_1_1":238,"title":239,"summary":240,"author":28},463,"2023-05-09","article_res/cover/89800f207723acdb55fc53bf999ebdc9.jpeg","article_res/cover/5764f369b4accd8f83e94aa4c077a175.jpeg","The Smallville sandbox world - A town with 25 virtual residents","Believable proxies of human behavior can empower interactive apps: Immersive environment, Rehearsal space, Prototyping tool",{"title":242,"list":243},"NVIDIA",[],true,{"code":4,"msg":5,"data":246},{"id":247,"publish_date":248,"is_original":23,"collection":249,"articles_id":250,"cover_url":251,"cover_url_1_1":252,"title":253,"summary":254,"author":28,"content":255,"popular":256,"list":321,"category":378,"tag":379},6,"2025-03-14","#Anthropic #Claude #Claude Code #AI Coder","CrQDm0WGiozD0i1AaTrTWQ","article_res/cover/8b8a9bd82a0cfd11d5f1ccd467502fe1.jpeg","article_res/cover/96dfb03e9f3c015002a44315f1277336.jpeg","Netizens' experience of using Claude Code","Overview of Claude Code","\u003Cdiv class=\"rich_media_content js_underline_content\n                       autoTypeSetting24psection\n            \" id=\"js_content\">\u003Cp style='box-sizing: border-box;margin: 0px;cursor: pointer;color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: normal;text-align: left;text-indent: 0px;padding: 8px 0px;font-family: Optima, \"Microsoft YaHei\", PingFangSC-regular, serif;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 400;orphans: 2;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: normal;background-color: rgb(255, 255, 255);text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;'>\u003Cspan leaf=\"\">Let's organize everyone's experience with Claude Code on x.com:\u003C/span>\u003C/p>\u003Csection mpa-from-tpl=\"t\" data-mpa-action-id=\"m86wol3n1054\">\u003Cspan leaf=\"\">\u003Cbr>\u003C/span>\u003C/section>\u003Csection data-mpa-template=\"t\" mpa-from-tpl=\"t\" data-mpa-action-id=\"m86wol3nkvs\">\u003Csection style=\"width: 100%;display: flex;justify-content: center;align-items: center;padding: 0px 14px;\" data-mid=\"\" mpa-from-tpl=\"t\">\u003Csection style=\"display: flex;justify-content: flex-start;align-items: center;flex-direction: column;\" data-mid=\"\" mpa-from-tpl=\"t\">\u003Csection style=\"display: flex;justify-content: center;align-items: center;width: 100%;justify-content: space-between;align-items: flex-end;\" data-mid=\"\" mpa-from-tpl=\"t\">\u003Csection nodeleaf=\"\" style=\"width: 32px;display: flex;justify-content: center;align-items: center;margin-left: -8px;margin-bottom: -10px;\" data-mid=\"\" mpa-from-tpl=\"t\">\u003Cimg class=\"rich_pages wxw-img\" data-ratio=\"0.5625\" data-w=\"64\" style=\"display: block;height: auto !important;\" src=\"./assets/17423768847300.07292756411010903.png\">\u003C/section>\u003Csection nodeleaf=\"\" style=\"width: 26px;display: flex;justify-content: center;align-items: center;margin-right: -11px;margin-bottom: -18px;z-index: 2;\" data-mid=\"\" mpa-from-tpl=\"t\">\u003Cimg class=\"rich_pages wxw-img\" data-ratio=\"1.2094017094017093\" data-w=\"234\" style=\"display: block;height: auto !important;\" src=\"./assets/17423768851760.830020485775605.gif\">\u003C/section>\u003C/section>\u003Csection style=\"background: linear-gradient(270deg, #93CEFF 0%, #619BFF 100%);border-radius: 6px;z-index: 1;\" data-mid=\"\" mpa-from-tpl=\"t\">\u003Csection style=\"text-align: center;padding: 8px 12px;\" data-mid=\"\" mpa-from-tpl=\"t\">\u003Cp style=\"font-weight: bold;font-size: 16px;color: #FFFFFF;line-height: 22px;\" data-mid=\"\">\u003Cspan leaf=\"\">From @Steve_Yegge\u003C/span>\u003C/p>\u003C/section>\u003C/section>\u003Csection style=\"display: flex;justify-content: center;align-items: center;width: 100%;justify-content: space-between;\" data-mid=\"\" mpa-from-tpl=\"t\">\u003Csection nodeleaf=\"\" style=\"width: 60px;display: flex;justify-content: center;align-items: center;margin-left: -22px;margin-top: -17px;z-index: 2;\" data-mid=\"\" mpa-from-tpl=\"t\">\u003Cimg class=\"rich_pages wxw-img\" data-ratio=\"0.3\" data-w=\"120\" style=\"display: block;height: auto !important;\" src=\"./assets/17423768847500.6958301933178472.png\">\u003C/section>\u003Csection nodeleaf=\"\" style=\"width: 60px;display: flex;justify-content: center;align-items: center;transform: rotateY(180deg);margin-right: -22px;margin-top: -17px;z-index: 2;\" data-mid=\"\" mpa-from-tpl=\"t\">\u003Cimg class=\"rich_pages wxw-img\" data-ratio=\"0.3\" data-w=\"120\" style=\"display: block;height: auto !important;\" src=\"./assets/17423768847440.800703450945949.png\">\u003C/section>\u003C/section>\u003C/section>\u003C/section>\u003C/section>\u003Csection style='box-sizing: border-box;cursor: pointer;margin: 20px 0px;padding: 10px 20px;border-style: none;border-width: 3px;border-color: rgba(0, 0, 0, 0.4);border-radius: 0px;background: none 0% 0% / auto no-repeat scroll padding-box border-box rgb(250, 250, 250);width: auto;height: auto;box-shadow: rgba(0, 0, 0, 0) 0px 0px 0px 0px;display: block;color: rgb(0, 0, 0);font-family: Optima, \"Microsoft YaHei\", PingFangSC-regular, serif;font-size: 16px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 400;letter-spacing: normal;orphans: 2;text-align: left;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: normal;text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;'>\u003Csection style=\"box-sizing: border-box;cursor: pointer;\">\u003Cp style=\"box-sizing: border-box;margin: 0px;cursor: pointer;color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;padding: 8px 0px;\">\u003Cspan leaf=\"\">I've been using Claude Code for a while recently, and I must say, this tool is ruthlessly efficient at cleaning up my old messy codebase, like a dollar-driven paper shredder. Its strength lies in the fact that it can accomplish astonishingly complex tasks just through conversation.\u003C/span>\u003C/p>\u003Cp style=\"box-sizing: border-box;margin: 0px;cursor: pointer;color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;padding: 8px 0px;\">\u003Cspan leaf=\"\">You don't even have to select the context yourself; as long as you open your heart (and wallet), Claude Code will automatically take control of the entire situation. However, it is considerate too, asking every few seconds if it is allowed to execute some basic read-only commands—commands that you can safely entrust to anyone, even North Korean hackers.\u003C/span>\u003C/p>\u003Cp style=\"box-sizing: border-box;margin: 0px;cursor: pointer;color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;padding: 8px 0px;\">\u003Cspan leaf=\"\">But you need to keep an eye on it because its momentum in advancing progress is very strong. As long as the funding authorization remains in place, it will continue to track bug fixes until the code is fixed and deployed to the production environment, and even start analyzing user logs to see how it performs.\u003C/span>\u003C/p>\u003Cp style=\"box-sizing: border-box;margin: 0px;cursor: pointer;color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;padding: 8px 0px;\">\u003Cspan leaf=\"\">Although Claude Code's interface is indeed quite outdated and lacks multi-modal support, making collaboration with other tools somewhat troublesome, these issues are not important. Because despite its outdated appearance, it makes other tools—whether Cursor, Windsurf, Augment, or our own tools, and even Copilot—seem instantly obsolete.\u003C/span>\u003C/p>\u003Cp style=\"box-sizing: border-box;margin: 0px;cursor: pointer;color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;padding: 8px 0px;\">\u003Cspan leaf=\"\">I know Claude Code is still in the experimental stage, and we haven't fully figured out its limits yet, but at least from my current experience, it may be the most revolutionary leap since the advent of programming assistants.\u003C/span>\u003C/p>\u003Cp style=\"box-sizing: border-box;margin: 0px;cursor: pointer;color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;padding: 8px 0px;\">\u003Cspan leaf=\"\">In short, Anthropic not only has the best code model in the industry, but also seems to know better than anyone else how to use them.\u003C/span>\u003C/p>\u003Cp style=\"box-sizing: border-box;margin: 0px;cursor: pointer;color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;padding: 8px 0px;\">\u003Cspan leaf=\"\">Watching Anthropic continuously release the strongest models, the best chat interfaces, precise predictions by the CEO about the industry, and now Claude Code, I begin to suspect that Anthropic might really be the only company on Earth that knows what it's doing.\u003C/span>\u003C/p>\u003C/section>\u003C/section>\u003Cp style='box-sizing: border-box;margin: 0px;cursor: pointer;color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: normal;text-align: left;text-indent: 0px;padding: 8px 0px;font-family: Optima, \"Microsoft YaHei\", PingFangSC-regular, serif;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 400;orphans: 2;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: normal;background-color: rgb(255, 255, 255);text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;'>\u003Cspan leaf=\"\">\u003Cbr>\u003C/span>\u003C/p>\u003Csection data-mpa-template=\"t\" mpa-from-tpl=\"t\" data-mpa-action-id=\"m86wol3nkvs\">\u003Csection style=\"width: 100%;display: flex;justify-content: center;align-items: center;padding: 0px 14px;\" data-mid=\"\" mpa-from-tpl=\"t\">\u003Csection style=\"display: flex;justify-content: flex-start;align-items: center;flex-direction: column;\" data-mid=\"\" mpa-from-tpl=\"t\">\u003Csection style=\"display: flex;justify-content: center;align-items: center;width: 100%;justify-content: space-between;align-items: flex-end;\" data-mid=\"\" mpa-from-tpl=\"t\">\u003Csection nodeleaf=\"\" style=\"width: 32px;display: flex;justify-content: center;align-items: center;margin-left: -8px;margin-bottom: -10px;\" data-mid=\"\" mpa-from-tpl=\"t\">\u003Cimg class=\"rich_pages wxw-img\" data-ratio=\"0.5625\" data-w=\"64\" style=\"display: block;height: auto !important;\" src=\"./assets/17423768848140.8565325356614915.png\">\u003C/section>\u003Csection nodeleaf=\"\" style=\"width: 26px;display: flex;justify-content: center;align-items: center;margin-right: -11px;margin-bottom: -18px;z-index: 2;\" data-mid=\"\" mpa-from-tpl=\"t\">\u003Cimg class=\"rich_pages wxw-img\" data-ratio=\"1.2094017094017093\" data-w=\"234\" style=\"display: block;height: auto !important;\" src=\"./assets/17423768851780.15799362189626787.gif\">\u003C/section>\u003C/section>\u003Csection style=\"background: linear-gradient(270deg, #93CEFF 0%, #619BFF 100%);border-radius: 6px;z-index: 1;\" data-mid=\"\" mpa-from-tpl=\"t\">\u003Csection style=\"text-align: center;padding: 8px 12px;\" data-mid=\"\" mpa-from-tpl=\"t\">\u003Cp style=\"font-weight: bold;font-size: 16px;color: #FFFFFF;line-height: 22px;\" data-mid=\"\">\u003Cspan leaf=\"\">From @Steve_Yegge\u003C/span>\u003C/p>\u003C/section>\u003C/section>\u003Csection style=\"display: flex;justify-content: center;align-items: center;width: 100%;justify-content: space-between;\" data-mid=\"\" mpa-from-tpl=\"t\">\u003Csection nodeleaf=\"\" style=\"width: 60px;display: flex;justify-content: center;align-items: center;margin-left: -22px;margin-top: -17px;z-index: 2;\" data-mid=\"\" mpa-from-tpl=\"t\">\u003Cimg class=\"rich_pages wxw-img\" data-ratio=\"0.3\" data-w=\"120\" style=\"display: block;height: auto !important;\" src=\"./assets/17423768852920.02827612908825805.png\">\u003C/section>\u003Csection nodeleaf=\"\" style=\"width: 60px;display: flex;justify-content: center;align-items: center;transform: rotateY(180deg);margin-right: -22px;margin-top: -17px;z-index: 2;\" data-mid=\"\" mpa-from-tpl=\"t\">\u003Cimg class=\"rich_pages wxw-img\" data-ratio=\"0.3\" data-w=\"120\" style=\"display: block;height: auto !important;\" src=\"./assets/17423768852880.6495139108700358.png\">\u003C/section>\u003C/section>\u003C/section>\u003C/section>\u003C/section>\u003Csection style='box-sizing: border-box;cursor: pointer;margin: 20px 0px;padding: 10px 20px;border-style: none;border-width: 3px;border-color: rgba(0, 0, 0, 0.4);border-radius: 0px;background: none 0% 0% / auto no-repeat scroll padding-box border-box rgb(250, 250, 250);width: auto;height: auto;box-shadow: rgba(0, 0, 0, 0) 0px 0px 0px 0px;display: block;color: rgb(0, 0, 0);font-family: Optima, \"Microsoft YaHei\", PingFangSC-regular, serif;font-size: 16px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 400;letter-spacing: normal;orphans: 2;text-align: left;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: normal;text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;'>\u003Csection style=\"box-sizing: border-box;cursor: pointer;\">\u003Cp style=\"box-sizing: border-box;margin: 0px;cursor: pointer;color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;padding: 8px 0px;\">\u003Cstrong style=\"box-sizing: border-box;font-weight: bold;cursor: pointer;color: rgb(0, 0, 0);background: none 0% 0% / auto no-repeat scroll padding-box border-box rgba(0, 0, 0, 0);width: auto;height: auto;margin: 0px;padding: 0px;border-style: none;border-width: 3px;border-color: rgba(0, 0, 0, 0.4);border-radius: 0px;\">\u003Cspan leaf=\"\">Claude Code (CC)\u003C/span>\u003C/strong>\u003Cspan leaf=\"\">It is a brand-new experimental programming assistant recently launched by Anthropic, which is completely different from other products on the market. Surprisingly, it can only run through a terminal (terminal), such as common xterm or bash shell, or even six distinctive yet flawed WSL shells.\u003C/span>\u003C/p>\u003Cp style=\"box-sizing: border-box;margin: 0px;cursor: pointer;color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;padding: 8px 0px;\">\u003Cspan leaf=\"\">There was once a tool called Devin, which was quickly forgotten after being ridiculed upon release, but Claude Code is different—it is truly an AI software engineer in every sense. More surprisingly, it seems to have completely abandoned the popular RAG technology, allowing Claude itself to figure everything out.\u003C/span>\u003C/p>\u003Cp style=\"box-sizing: border-box;margin: 0px;cursor: pointer;color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;padding: 8px 0px;\">\u003Cspan leaf=\"\">After experiencing it for a period of time, I have to admit that I can no longer live without Claude Code. It's like a programmer version of \"Assassin's Creed,\" where players don't even need to move, just issue orders and enjoy the results, leaving the rest to the AI to complete. Claude Code will continuously handle tasks automatically and constantly tackle complex coding problems: \"snap, snap, snap\" solving problems quickly and efficiently.\u003C/span>\u003C/p>\u003Cp style=\"box-sizing: border-box;margin: 0px;cursor: pointer;color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;padding: 8px 0px;\">\u003Cspan leaf=\"\">Imagine issuing a command to it: \"My project has accumulated years of technical debt, help me write a perfect set of test cases, smart enough, meaningful, and consistent with our existing testing patterns.\" Then, just throw a few thousand dollars into its bottomless fund pool, and Claude Code will quietly work on a branch for one or two weeks, diligently helping you finish all the work.\u003C/span>\u003C/p>\u003Cp style=\"box-sizing: border-box;margin: 0px;cursor: pointer;color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;padding: 8px 0px;\">\u003Cspan leaf=\"\">I dare say that all future programming assistants will benchmark against Claude Code, following its steps to improve their products. Now, all competitors are scrambling to imitate, because, facing the old question you often ask: yes, Claude Code is that powerful.\u003C/span>\u003C/p>\u003Cp style=\"box-sizing: border-box;margin: 0px;cursor: pointer;color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;padding: 8px 0px;\">\u003Cspan leaf=\"\">A new era of competition has arrived!\u003C/span>\u003C/p>\u003C/section>\u003C/section>\u003Cp style='box-sizing: border-box;margin: 0px;cursor: pointer;color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: normal;text-align: left;text-indent: 0px;padding: 8px 0px;font-family: Optima, \"Microsoft YaHei\", PingFangSC-regular, serif;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 400;orphans: 2;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: normal;background-color: rgb(255, 255, 255);text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;'>\u003Cspan leaf=\"\">\u003Cbr>\u003C/span>\u003C/p>\u003Csection data-mpa-template=\"t\" mpa-from-tpl=\"t\" data-mpa-action-id=\"m86wol3nkvs\">\u003Csection style=\"width: 100%;display: flex;justify-content: center;align-items: center;padding: 0px 14px;\" data-mid=\"\" mpa-from-tpl=\"t\">\u003Csection style=\"display: flex;justify-content: flex-start;align-items: center;flex-direction: column;\" data-mid=\"\" mpa-from-tpl=\"t\">\u003Csection style=\"display: flex;justify-content: center;align-items: center;width: 100%;justify-content: space-between;align-items: flex-end;\" data-mid=\"\" mpa-from-tpl=\"t\">\u003Csection nodeleaf=\"\" style=\"width: 32px;display: flex;justify-content: center;align-items: center;margin-left: -8px;margin-bottom: -10px;\" data-mid=\"\" mpa-from-tpl=\"t\">\u003Cimg class=\"rich_pages wxw-img\" data-ratio=\"0.5625\" data-w=\"64\" style=\"display: block;height: auto !important;\" src=\"./assets/17423768850260.4513642913242577.png\">\u003C/section>\u003Csection nodeleaf=\"\" style=\"width: 26px;display: flex;justify-content: center;align-items: center;margin-right: -11px;margin-bottom: -18px;z-index: 2;\" data-mid=\"\" mpa-from-tpl=\"t\">\u003Cimg class=\"rich_pages wxw-img\" data-ratio=\"1.2094017094017093\" data-w=\"234\" style=\"display: block;height: auto !important;\" src=\"./assets/17423768860720.1386415371776064.gif\">\u003C/section>\u003C/section>\u003Csection style=\"background: linear-gradient(270deg, #93CEFF 0%, #619BFF 100%);border-radius: 6px;z-index: 1;\" data-mid=\"\" mpa-from-tpl=\"t\">\u003Csection style=\"text-align: center;padding: 8px 12px;\" data-mid=\"\" mpa-from-tpl=\"t\">\u003Cp style=\"font-weight: bold;font-size: 16px;color: #FFFFFF;line-height: 22px;\" data-mid=\"\">\u003Cspan leaf=\"\">From @\u003C/span>\u003Cspan leaf=\"\">skirano\u003C/span>\u003C/p>\u003C/section>\u003C/section>\u003Csection style=\"display: flex;justify-content: center;align-items: center;width: 100%;justify-content: space-between;\" data-mid=\"\" mpa-from-tpl=\"t\">\u003Csection nodeleaf=\"\" style=\"width: 60px;display: flex;justify-content: center;align-items: center;margin-left: -22px;margin-top: -17px;z-index: 2;\" data-mid=\"\" mpa-from-tpl=\"t\">\u003Cimg class=\"rich_pages wxw-img\" data-ratio=\"0.3\" data-w=\"120\" style=\"display: block;height: auto !important;\" src=\"./assets/17423768851860.8021280995276892.png\">\u003C/section>\u003Csection nodeleaf=\"\" style=\"width: 60px;display: flex;justify-content: center;align-items: center;transform: rotateY(180deg);margin-right: -22px;margin-top: -17px;z-index: 2;\" data-mid=\"\" mpa-from-tpl=\"t\">\u003Cimg class=\"rich_pages wxw-img\" data-ratio=\"0.3\" data-w=\"120\" style=\"display: block;height: auto !important;\" src=\"./assets/17423768852530.9907717819029067.png\">\u003C/section>\u003C/section>\u003C/section>\u003C/section>\u003C/section>\u003Csection style='box-sizing: border-box;cursor: pointer;margin: 20px 0px;padding: 10px 20px;border-style: none;border-width: 3px;border-color: rgba(0, 0, 0, 0.4);border-radius: 0px;background: none 0% 0% / auto no-repeat scroll padding-box border-box rgb(250, 250, 250);width: auto;height: auto;box-shadow: rgba(0, 0, 0, 0) 0px 0px 0px 0px;display: block;color: rgb(0, 0, 0);font-family: Optima, \"Microsoft YaHei\", PingFangSC-regular, serif;font-size: 16px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 400;letter-spacing: normal;orphans: 2;text-align: left;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: normal;text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;'>\u003Csection style=\"box-sizing: border-box;cursor: pointer;\">\u003Cp style=\"box-sizing: border-box;margin: 0px;cursor: pointer;color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;padding: 8px 0px;\">\u003Cspan leaf=\"\">When starting a new project, please make sure to use\u003C/span>\u003Ccode style=\"box-sizing: border-box;font-family: Consolas, Monaco, Menlo, monospace;font-size: 14px;cursor: pointer;color: rgb(30, 107, 184);line-height: 1.8em;letter-spacing: 0em;background: none 0% 0% / auto no-repeat scroll padding-box border-box rgba(27, 31, 35, 0.05);width: auto;height: auto;margin: 0px 2px;padding: 2px 4px;border-style: none;border-width: 3px;border-color: rgb(0, 0, 0) rgba(0, 0, 0, 0.4) rgba(0, 0, 0, 0.4);border-radius: 4px;overflow-wrap: break-word;word-break: break-all;\">\u003Cspan leaf=\"\">/init\u003C/span>\u003C/code>\u003Cspan leaf=\"\">command.\u003C/span>\u003C/p>\u003Ch2 style=\"box-sizing: border-box;margin: 30px 0px 15px;color: rgba(0, 0, 0, 0.85);font-weight: 500;cursor: pointer;padding: 0px;display: block;\">\u003Cspan style=\"box-sizing: border-box;cursor: pointer;font-size: 22px;color: rgb(0, 0, 0);line-height: 1.5em;letter-spacing: 0em;text-align: left;font-weight: bold;display: block;\">\u003Cspan leaf=\"\">How to use Claude Code well?\u003C/span>\u003C/span>\u003C/h2>\u003Cp style=\"box-sizing: border-box;margin: 0px;cursor: pointer;color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;padding: 8px 0px;\">\u003Cspan leaf=\"\">There are some practical experiences worth sharing when using Claude Code:\u003C/span>\u003C/p>\u003Ch3 style=\"box-sizing: border-box;margin: 30px 0px 15px;color: rgba(0, 0, 0, 0.85);font-weight: 500;cursor: pointer;padding: 0px;display: block;\">\u003Cspan style=\"box-sizing: border-box;cursor: pointer;font-size: 20px;color: rgb(0, 0, 0);line-height: 1.5em;letter-spacing: 0em;text-align: left;font-weight: bold;display: block;\">\u003Cspan leaf=\"\">1. Clearly tell Claude Code what you want\u003C/span>\u003C/span>\u003C/h3>\u003Cp style=\"box-sizing: border-box;margin: 0px;cursor: pointer;color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;padding: 8px 0px;\">\u003Cspan leaf=\"\">When you plan to perform large-scale refactoring or add complex features,\u003C/span>\u003Cstrong style=\"box-sizing: border-box;font-weight: bold;cursor: pointer;color: rgb(0, 0, 0);background: none 0% 0% / auto no-repeat scroll padding-box border-box rgba(0, 0, 0, 0);width: auto;height: auto;margin: 0px;padding: 0px;border-style: none;border-width: 3px;border-color: rgba(0, 0, 0, 0.4);border-radius: 0px;\">\u003Cspan leaf=\"\">make sure Claude Code provides a detailed plan first\u003C/span>\u003C/strong>\u003Cspan leaf=\"\">before starting specific implementation.\u003C/span>\u003C/p>\u003Cp style=\"box-sizing: border-box;margin: 0px;cursor: pointer;color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;padding: 8px 0px;\">\u003Cspan leaf=\"\">You can use the following expressions to stimulate its deep thinking:\u003C/span>\u003C/p>\u003Cul style=\"box-sizing: border-box;margin: 8px 0px;cursor: pointer;list-style-type: disc;padding: 0px 0px 0px 25px;color: rgb(0, 0, 0);\" class=\"list-paddingleft-1\">\u003Cli style=\"box-sizing: border-box;cursor: pointer;\">\u003Csection style=\"box-sizing: border-box;cursor: pointer;margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;\">\u003Cspan leaf=\"\">Think hard (deep thinking)\u003C/span>\u003C/section>\u003C/li>\u003Cli style=\"box-sizing: border-box;cursor: pointer;\">\u003Csection style=\"box-sizing: border-box;cursor: pointer;margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;\">\u003Cspan leaf=\"\">Think deep (deep thinking)\u003C/span>\u003C/section>\u003C/li>\u003Cli style=\"box-sizing: border-box;cursor: pointer;\">\u003Csection style=\"box-sizing: border-box;cursor: pointer;margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;\">\u003Cspan leaf=\"\">Think longer (long-term thinking)\u003C/span>\u003C/section>\u003C/li>\u003C/ul>\u003Cp style=\"box-sizing: border-box;margin: 0px;cursor: pointer;color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;padding: 8px 0px;\">\u003Cspan leaf=\"\">After Claude Code provides the implementation plan:\u003C/span>\u003C/p>\u003Cul style=\"box-sizing: border-box;margin: 8px 0px;cursor: pointer;list-style-type: disc;padding: 0px 0px 0px 25px;color: rgb(0, 0, 0);\" class=\"list-paddingleft-1\">\u003Cli style=\"box-sizing: border-box;cursor: pointer;\">\u003Csection style=\"box-sizing: border-box;cursor: pointer;margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;\">\u003Cspan leaf=\"\">If you're satisfied, you can proceed directly with the changes;\u003C/span>\u003C/section>\u003C/li>\u003Cli style=\"box-sizing: border-box;cursor: pointer;\">\u003Csection style=\"box-sizing: border-box;cursor: pointer;margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;\">\u003Cspan leaf=\"\">If you have questions, then communicate further with it.\u003C/span>\u003C/section>\u003C/li>\u003C/ul>\u003Ch3 style=\"box-sizing: border-box;margin: 30px 0px 15px;color: rgba(0, 0, 0, 0.85);font-weight: 500;cursor: pointer;padding: 0px;display: block;\">\u003Cspan style=\"box-sizing: border-box;cursor: pointer;font-size: 20px;color: rgb(0, 0, 0);line-height: 1.5em;letter-spacing: 0em;text-align: left;font-weight: bold;display: block;\">\u003Cspan leaf=\"\">2. Instructions must be clear and specific\u003C/span>\u003C/span>\u003C/h3>\u003Cp style=\"box-sizing: border-box;margin: 0px;cursor: pointer;color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;padding: 8px 0px;\">\u003Cspan leaf=\"\">When giving instructions to Claude Code, be sure to clearly specify the files and content you want to modify, for example:\u003C/span>\u003C/p>\u003Cul style=\"box-sizing: border-box;margin: 8px 0px;cursor: pointer;list-style-type: disc;padding: 0px 0px 0px 25px;color: rgb(0, 0, 0);\" class=\"list-paddingleft-1\">\u003Cli style=\"box-sizing: border-box;cursor: pointer;\">\u003Csection style=\"box-sizing: border-box;cursor: pointer;margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;\">\u003Cspan leaf=\"\">\"Claude, please help me adjust the size of the chat input box in the\u003C/span>\u003Ccode style=\"box-sizing: border-box;font-family: Consolas, Monaco, Menlo, monospace;font-size: 14px;cursor: pointer;color: rgb(30, 107, 184);line-height: 1.8em;letter-spacing: 0em;background: none 0% 0% / auto no-repeat scroll padding-box border-box rgba(27, 31, 35, 0.05);width: auto;margin: 0px 2px;padding: 2px 4px;border-style: none;border-width: 3px;border-color: rgb(0, 0, 0) rgba(0, 0, 0, 0.4) rgba(0, 0, 0, 0.4);border-radius: 4px;overflow-wrap: break-word;word-break: break-all;\">\u003Cspan leaf=\"\">user/page.tsx\u003C/span>\u003C/code>\u003Cspan leaf=\"\">file, making it larger.\"\u003C/span>\u003C/section>\u003C/li>\u003Cli style=\"box-sizing: border-box;cursor: pointer;\">\u003Csection style=\"box-sizing: border-box;cursor: pointer;margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;\">\u003Cspan leaf=\"\">\"Please optimize the\u003C/span>\u003Ccode style=\"box-sizing: border-box;font-family: Consolas, Monaco, Menlo, monospace;font-size: 14px;cursor: pointer;color: rgb(30, 107, 184);line-height: 1.8em;letter-spacing: 0em;background: none 0% 0% / auto no-repeat scroll padding-box border-box rgba(27, 31, 35, 0.05);width: auto;margin: 0px 2px;padding: 2px 4px;border-style: none;border-width: 3px;border-color: rgb(0, 0, 0) rgba(0, 0, 0, 0.4) rgba(0, 0, 0, 0.4);border-radius: 4px;overflow-wrap: break-word;word-break: break-all;\">\u003Cspan leaf=\"\">data_processing.py\u003C/span>\u003C/code>\u003Cspan leaf=\"\">file.\"\u003C/span>\u003C/section>\u003C/li>\u003Cli style=\"box-sizing: border-box;cursor: pointer;\">\u003Csection style=\"box-sizing: border-box;cursor: pointer;margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;\">\u003Cspan leaf=\"\">\"Help me modify the\u003C/span>\u003Ccode style=\"box-sizing: border-box;font-family: Consolas, Monaco, Menlo, monospace;font-size: 14px;cursor: pointer;color: rgb(30, 107, 184);line-height: 1.8em;letter-spacing: 0em;background: none 0% 0% / auto no-repeat scroll padding-box border-box rgba(27, 31, 35, 0.05);width: auto;margin: 0px 2px;padding: 2px 4px;border-style: none;border-width: 3px;border-color: rgb(0, 0, 0) rgba(0, 0, 0, 0.4) rgba(0, 0, 0, 0.4);border-radius: 4px;overflow-wrap: break-word;word-break: break-all;\">\u003Cspan leaf=\"\">invoice.py\u003C/span>\u003C/code>\u003Cspan leaf=\"\">function inside\u003C/span>\u003Ccode style=\"box-sizing: border-box;font-family: Consolas, Monaco, Menlo, monospace;font-size: 14px;cursor: pointer;color: rgb(30, 107, 184);line-height: 1.8em;letter-spacing: 0em;background: none 0% 0% / auto no-repeat scroll padding-box border-box rgba(27, 31, 35, 0.05);width: auto;margin: 0px 2px;padding: 2px 4px;border-style: none;border-width: 3px;border-color: rgb(0, 0, 0) rgba(0, 0, 0, 0.4) rgba(0, 0, 0, 0.4);border-radius: 4px;overflow-wrap: break-word;word-break: break-all;\">\u003Cspan leaf=\"\">calculate_totals\u003C/span>\u003C/code>\u003Cspan leaf=\"\">.\"\u003C/span>\u003C/section>\u003C/li>\u003C/ul>\u003Ch3 style=\"box-sizing: border-box;margin: 30px 0px 15px;color: rgba(0, 0, 0, 0.85);font-weight: 500;cursor: pointer;padding: 0px;display: block;\">\u003Cspan style=\"box-sizing: border-box;cursor: pointer;font-size: 20px;color: rgb(0, 0, 0);line-height: 1.5em;letter-spacing: 0em;text-align: left;font-weight: bold;display: block;\">\u003Cspan leaf=\"\">3. Planning is essential before major changes\u003C/span>\u003C/span>\u003C/h3>\u003Cp style=\"box-sizing: border-box;margin: 0px;cursor: pointer;color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;padding: 8px 0px;\">\u003Cspan leaf=\"\">When preparing for large-scale code refactoring or adding complex features, always let Claude Code provide an implementation plan first, evaluate it, and then act.\u003C/span>\u003C/p>\u003Ch2 style=\"box-sizing: border-box;margin: 30px 0px 15px;color: rgba(0, 0, 0, 0.85);font-weight: 500;cursor: pointer;padding: 0px;display: block;\">\u003Cspan style=\"box-sizing: border-box;cursor: pointer;font-size: 22px;color: rgb(0, 0, 0);line-height: 1.5em;letter-spacing: 0em;text-align: left;font-weight: bold;display: block;\">\u003Cspan leaf=\"\">Other best practices for using Claude Code:\u003C/span>\u003C/span>\u003C/h2>\u003Cul style=\"box-sizing: border-box;margin: 8px 0px;cursor: pointer;list-style-type: disc;padding: 0px 0px 0px 25px;color: rgb(0, 0, 0);\" class=\"list-paddingleft-1\">\u003Cli style=\"box-sizing: border-box;cursor: pointer;\">\u003Csection style=\"box-sizing: border-box;cursor: pointer;margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;\">\u003Cp style=\"box-sizing: border-box;margin: 0px;cursor: pointer;color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;padding: 8px 0px;\">\u003Cstrong style=\"box-sizing: border-box;font-weight: bold;cursor: pointer;color: rgb(0, 0, 0);background: none 0% 0% / auto no-repeat scroll padding-box border-box rgba(0, 0, 0, 0);width: auto;height: auto;margin: 0px;padding: 0px;border-style: none;border-width: 3px;border-color: rgba(0, 0, 0, 0.4);border-radius: 0px;\">\u003Cspan leaf=\"\">Regularly use\u003C/span>\u003Ccode style=\"box-sizing: border-box;font-family: Consolas, Monaco, Menlo, monospace;font-size: 14px;cursor: pointer;color: rgb(30, 107, 184);line-height: 1.8em;letter-spacing: 0em;background: none 0% 0% / auto no-repeat scroll padding-box border-box rgba(27, 31, 35, 0.05);width: auto;height: auto;margin: 0px 2px;padding: 2px 4px;border-style: none;border-width: 3px;border-color: rgb(0, 0, 0) rgba(0, 0, 0, 0.4) rgba(0, 0, 0, 0.4);border-radius: 4px;overflow-wrap: break-word;word-break: break-all;\">\u003Cspan leaf=\"\">/compact\u003C/span>\u003C/code>\u003Cspan leaf=\"\">command\u003C/span>\u003C/strong>\u003Cspan leaf=\"\">\u003Cbr>\u003C/span>\u003Cspan leaf=\"\">Use\u003C/span>\u003Ccode style=\"box-sizing: border-box;font-family: Consolas, Monaco, Menlo, monospace;font-size: 14px;cursor: pointer;color: rgb(30, 107, 184);line-height: 1.8em;letter-spacing: 0em;background: none 0% 0% / auto no-repeat scroll padding-box border-box rgba(27, 31, 35, 0.05);width: auto;height: auto;margin: 0px 2px;padding: 2px 4px;border-style: none;border-width: 3px;border-color: rgb(0, 0, 0) rgba(0, 0, 0, 0.4) rgba(0, 0, 0, 0.4);border-radius: 4px;overflow-wrap: break-word;word-break: break-all;\">\u003Cspan leaf=\"\">/compact\u003C/span>\u003C/code>\u003Cspan leaf=\"\">command more during development to help Claude Code work efficiently and avoid confusion or misunderstandings that may arise in long-term projects.\u003C/span>\u003C/p>\u003C/section>\u003C/li>\u003Cli style=\"box-sizing: border-box;cursor: pointer;\">\u003Csection style=\"box-sizing: border-box;cursor: pointer;margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;\">\u003Cp style=\"box-sizing: border-box;margin: 0px;cursor: pointer;color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;padding: 8px 0px;\">\u003Cstrong style=\"box-sizing: border-box;font-weight: bold;cursor: pointer;color: rgb(0, 0, 0);background: none 0% 0% / auto no-repeat scroll padding-box border-box rgba(0, 0, 0, 0);width: auto;height: auto;margin: 0px;padding: 0px;border-style: none;border-width: 3px;border-color: rgba(0, 0, 0, 0.4);border-radius: 0px;\">\u003Cspan leaf=\"\">Clearly specify the files to be modified\u003C/span>\u003C/strong>\u003Cspan leaf=\"\">\u003Cbr>\u003C/span>\u003Cspan leaf=\"\">Each time you give Claude Code an instruction, clearly point out which files you want to modify and explain their relationship with other components.\u003C/span>\u003C/p>\u003C/section>\u003C/li>\u003Cli style=\"box-sizing: border-box;cursor: pointer;\">\u003Csection style=\"box-sizing: border-box;cursor: pointer;margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;\">\u003Cp style=\"box-sizing: border-box;margin: 0px;cursor: pointer;color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;padding: 8px 0px;\">\u003Cstrong style=\"box-sizing: border-box;font-weight: bold;cursor: pointer;color: rgb(0, 0, 0);background: none 0% 0% / auto no-repeat scroll padding-box border-box rgba(0, 0, 0, 0);width: auto;height: auto;margin: 0px;padding: 0px;border-style: none;border-width: 3px;border-color: rgba(0, 0, 0, 0.4);border-radius: 0px;\">\u003Cspan leaf=\"\">Run tests frequently\u003C/span>\u003C/strong>\u003Cspan leaf=\"\">\u003Cbr>\u003C/span>\u003Cspan leaf=\"\">Claude Code excels in testing and validating new features, ensuring the reliability and accuracy of code functions through continuous and thorough testing.\u003C/span>\u003C/p>\u003C/section>\u003C/li>\u003Cli style=\"box-sizing: border-box;cursor: pointer;\">\u003Csection style=\"box-sizing: border-box;cursor: pointer;margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;\">\u003Cp style=\"box-sizing: border-box;margin: 0px;cursor: pointer;color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;padding: 8px 0px;\">\u003Cstrong style=\"box-sizing: border-box;font-weight: bold;cursor: pointer;color: rgb(0, 0, 0);background: none 0% 0% / auto no-repeat scroll padding-box border-box rgba(0, 0, 0, 0);width: auto;height: auto;margin: 0px;padding: 0px;border-style: none;border-width: 3px;border-color: rgba(0, 0, 0, 0.4);border-radius: 0px;\">\u003Cspan leaf=\"\">Periodically review the entire project\u003C/span>\u003C/strong>\u003Cspan leaf=\"\">\u003Cbr>\u003C/span>\u003Cspan leaf=\"\">Regularly ask Claude Code to review the entire project, assess the consistency of the code logic, identify redundant or inefficient code, and ensure the overall architecture is healthy and efficient.\u003C/span>\u003C/p>\u003C/section>\u003C/li>\u003C/ul>\u003C/section>\u003C/section>\u003Csection style='box-sizing: border-box;margin: 0px;cursor: pointer;color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: normal;text-align: left;text-indent: 0px;padding: 8px 0px;font-family: Optima, \"Microsoft YaHei\", PingFangSC-regular, serif;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 400;orphans: 2;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: normal;background-color: rgb(255, 255, 255);text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;'>\u003Cspan leaf=\"\">Specific usage reference:\u003C/span>\u003C/section>\u003Csection style='box-sizing: border-box;margin: 0px;cursor: pointer;color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: normal;text-align: left;text-indent: 0px;padding: 8px 0px;font-family: Optima, \"Microsoft YaHei\", PingFangSC-regular, serif;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 400;orphans: 2;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: normal;background-color: rgb(255, 255, 255);text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;'>\u003Cspan leaf=\"\">https://docs.anthropic.com/en/docs/agents-and-tools/claude-code/overview\u003C/span>\u003C/section>\u003Cp style=\"display: none;\">\u003Cmp-style-type data-value=\"3\">\u003C/mp-style-type>\u003C/p>\u003C/div>",[257,265,273,282,290,297,305,313],{"id":258,"title_md5":259,"publish_date":260,"author_md5":261,"is_original":4,"collection":5,"summary_md5":262,"cover_url":263,"cover_url_1_1":264},550,"03b358c1488c7320c06d08daf8c4d560","2022-05-06","8b3607d0f4181a3cb6ffdccf7185f09b","66c6b81db6f58399865e0c7b3ae697c2","article_res/cover/d8cfe9c39f6f1cc3e26ff8354e6fa4c6.jpeg","article_res/cover/8a684519f2ba3c7f4dd37f79ffe15e24.jpeg",{"id":266,"title_md5":267,"publish_date":268,"author_md5":269,"is_original":4,"collection":5,"summary_md5":270,"cover_url":271,"cover_url_1_1":272},418,"ec6a8441aa736288959b3202e5fab118","2023-08-23","cfab1ba8c67c7c838db98d666f02a132","081bf9eeaab9e250d33c262946194749","article_res/cover/0882c39966a7cddb5ca2eafb8e8e5c12.jpeg","article_res/cover/6b46b2c8f170a8ac5a6c5ee499451d30.jpeg",{"id":274,"title_md5":275,"publish_date":276,"author_md5":277,"is_original":23,"collection":278,"summary_md5":279,"cover_url":280,"cover_url_1_1":281},43,"f5f0c5bd5c94c66d89bcee91bea687dd","2025-02-10","bc27fa490c4d0d525bac812fc0793534","#Mistral #LLM #Le Chat","8a45bf3af6f9238c2226356197d70f95","article_res/cover/f43ded7091d0cc2c5486b446ab019dc2.jpeg","article_res/cover/b2c4d4b45612db7ce8b206a387b3dd5c.jpeg",{"id":283,"title_md5":284,"publish_date":285,"author_md5":277,"is_original":23,"collection":286,"summary_md5":287,"cover_url":288,"cover_url_1_1":289},102,"7694eb498be34d4c3d687cb3398137eb","2024-12-13","#Google #LLM 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