[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"nav-categories":3,"article-the-85-paradigm-how-4-engineers-built-sora-for-android-in-just-4-weeks":70},{"data":4},[5,37,57,64],{"name":6,"slug":7,"categories":8},"Productivity","productivity",[9,13,17,21,25,29,33],{"id":10,"title":11,"slug":12},17,"Branding","branding",{"id":14,"title":15,"slug":16},19,"Marketing","marketing",{"id":18,"title":19,"slug":20},20,"Work","work",{"id":22,"title":23,"slug":24},34,"Community","community",{"id":26,"title":27,"slug":28},21,"For newbies","for-newbies",{"id":30,"title":31,"slug":32},24,"Investment","investment",{"id":34,"title":35,"slug":36},22,"Finance","finance",{"name":38,"slug":39,"categories":40},"Tech","tech",[41,45,49,53],{"id":42,"title":43,"slug":44},28,"Technology","technology",{"id":46,"title":47,"slug":48},32,"Artificial Intelligence","artificial-intelligence",{"id":50,"title":51,"slug":52},26,"Security and protection","security-and-protection",{"id":54,"title":55,"slug":56},31,"YouTube Blog","youtube-blog",{"name":58,"slug":59,"categories":60},"News","news",[61],{"id":62,"title":58,"slug":63},18,"quasanews",{"name":65,"slug":66,"categories":67},"Business","business",[68],{"id":69,"title":65,"slug":66},16,{"post":71,"published_news":94,"popular_news":153,"categories":216},{"title":72,"description":73,"meta_title":72,"meta_description":74,"meta_keywords":75,"text":76,"slug":77,"created_at":78,"publish_at":79,"formatted_created_at":80,"category_id":46,"links":81,"view_type":84,"video_url":85,"views":86,"likes":87,"lang":88,"comments_count":89,"category":90},"The 85% Paradigm: How 4 Engineers Built Sora for Android in Just 4 Weeks","The traditional software development lifecycle is notoriously slow. Usually, porting a massive AI application like Sora to Android would involve a dozen engineers, several months of cross-team coordination, and the inevitable \"Mythical Man-Month\" slowdown—where adding more people actually makes the project take longer.","In a recently published technical blog post, the company revealed that a tiny team of four engineers shipped the Sora Android app in just four weeks","The secret? Codex Max, a specialized version of their coding model, which generated a staggering 85% of the codebase.","\u003Cp>The traditional software development lifecycle is notoriously slow. Usually, porting a massive AI application like \u003Cstrong>Sora\u003C/strong> to Android would involve a dozen engineers, several months of cross-team coordination, and the inevitable "Mythical Man-Month" slowdown—where adding more people actually makes the project take longer.\u003C/p>\n\n\u003Cp>OpenAI just shattered that template. In a recently published \u003Ca href=\"https://openai.com/index/shipping-sora-for-android-with-codex/\" target=\"_blank\">technical blog post\u003C/a>, the company revealed that a tiny team of \u003Cstrong>four engineers\u003C/strong> shipped the Sora Android app in just \u003Cstrong>four weeks\u003C/strong>. The secret? \u003Cstrong>Codex Max\u003C/strong>, a specialized version of their coding model, which generated a staggering \u003Cstrong>85% of the codebase\u003C/strong>.\u003C/p>\n\n\u003Chr />\n\u003Ch4>Not "Vibe Coding," But "Architectural Guardrails"\u003C/h4>\n\n\u003Cp>\u003Cimg alt=\"\" class=\"image-align-left\" height=\"358\" src=\"https://quasa.io/storage/photos/00/image - 2025-12-18T150609.104.jpg\" width=\"240\" />Despite the speed, this wasn't a reckless "vibe coding" session. The team maintained the same reliability and scalability standards required for any flagship product. The success of the project relied on a "Foundation First" strategy:\u003C/p>\n\n\u003Col>\n\t\u003Cli>\u003Cstrong>Human Infrastructure:\u003C/strong> Before touching the AI, the engineers manually designed the architecture, modularity, and navigation.\u003C/li>\n\t\u003Cli>\u003Cstrong>Hard-Coding the Core:\u003C/strong> The team manually implemented critical components like authentication and the base network protocol.\u003C/li>\n\t\u003Cli>\u003Cstrong>The "Pattern Room":\u003C/strong> They built a few showcase features by hand and documented the specific project patterns.\u003C/li>\n\u003C/ol>\n\n\u003Cp>Once this foundation was solid, they pointed Codex at these examples. Instead of asking the AI to "build a settings screen" from scratch, they told it: \u003Cem>"Build this settings screen using the exact architecture and patterns of this other screen you just processed."\u003C/em>\u003C/p>\n\n\u003Chr />\n\u003Ch3>The Cost of Innovation: 5 Billion Tokens\u003C/h3>\n\n\u003Cp>\u003Cimg alt=\"\" class=\"image-align-right\" height=\"447\" src=\"https://quasa.io/storage/photos/00/image - 2025-12-18T150612.268.jpg\" width=\"300\" />Efficiency isn't free. To keep the AI working at this level of independence and accuracy, the team burned through roughly \u003Cstrong>5 billion tokens\u003C/strong>.\u003C/p>\n\n\u003Cul>\n\t\u003Cli>\u003Cstrong>Total Spend:\u003C/strong> ~$45,000 (roughly $2,500 per person per week).\u003C/li>\n\t\u003Cli>\u003Cstrong>The ROI:\u003C/strong> While $45k sounds high for "API calls," it is a fraction of the cost of hiring 10 additional senior Android engineers for six months. In Silicon Valley, this trade-off is a financial "no-brainer."\u003C/li>\n\u003C/ul>\n\n\u003Ch3>The New Bottleneck: From Typing to Deciding\u003C/h3>\n\n\u003Cp>As the AI took over the heavy lifting of writing thousands of lines of Kotlin, the role of the human engineer shifted. The bottleneck moved from \u003Cstrong>manual typing\u003C/strong> to \u003Cstrong>decision-making\u003C/strong>.\u003C/p>\n\n\u003Cul>\n\t\u003Cli>Engineers spent more time on \u003Cstrong>Architectural Design\u003C/strong>.\u003C/li>\n\t\u003Cli>They performed much more rigorous \u003Cstrong>Pull Request (PR) reviews\u003C/strong>.\u003C/li>\n\t\u003Cli>They focused on \u003Cstrong>integration testing\u003C/strong> rather than syntax.\u003C/li>\n\u003C/ul>\n\n\u003Cp>OpenAI’s takeaway is a warning to the industry: AI-assisted development doesn’t reduce the need for rigor; it increases it. Because you can generate code so fast, your ability to spot structural flaws must be twice as sharp.\u003C/p>\n\n\u003Chr />\n\u003Ch3>5 Fast Facts: The Sora for Android Sprint\u003C/h3>\n\n\u003Cul>\n\t\u003Cli>\u003Cstrong>The 85% Rule:\u003C/strong> Codex Max wrote 85% of the final production code, primarily handling UI components, data models, and repetitive logic.\u003C/li>\n\t\u003Cli>\u003Cstrong>Small Team Advantage:\u003C/strong> By keeping the team at just 4 people, OpenAI eliminated the "coordination tax" that typically slows down large engineering departments.\u003C/li>\n\t\u003Cli>\u003Cstrong>Token Efficiency:\u003C/strong> The $45k spend actually covered tens of thousands of "context-heavy" iterations, where the AI re-read the entire codebase to ensure consistency.\u003C/li>\n\t\u003Cli>\u003Cstrong>iOS as the Blueprint:\u003C/strong> Having the iOS version already live gave the team a functional "source of truth," allowing them to use the existing logic as a reference for the Android port.\u003C/li>\n\t\u003Cli>\u003Cstrong>The "Dario" Prophecy:\u003C/strong> The result validates the claims made by industry leaders (like Anthropic’s Dario Amodei) that AI will soon be capable of handling the vast majority of "standard" coding tasks, leaving only high-level design to humans.\u003C/li>\n\u003C/ul>\n\n\u003Chr />\n\u003Cp>\u003Cstrong>\u003Cimg alt=\"\" class=\"image-align-left\" height=\"169\" src=\"https://quasa.io/storage/photos/00/image - 2025-12-18T150554.645.jpg\" width=\"300\" />Also read:\u003C/strong>\u003C/p>\n\n\u003Cul>\n\t\u003Cli>\u003Ca href=\"https://quasa.io/media/the-ai-tectonic-shift-gavin-baker-on-why-openai-lost-the-lead-to-google-and-xai\">The AI Tectonic Shift: Gavin Baker on Why OpenAI Lost the Lead to Google and xAI\u003C/a>\u003C/li>\n\t\u003Cli>\u003Ca href=\"https://quasa.io/media/the-end-of-the-gig-economy-why-robots-not-humanoids-are-replacing-your-courier\">The End of the "Gig" Economy: Why Robots, Not Humanoids, are Replacing Your Courier\u003C/a>\u003C/li>\n\t\u003Cli>\u003Ca href=\"https://quasa.io/media/beyond-the-bento-how-china-s-high-speed-rail-is-redefining-fast-food-delivery\">Beyond the Bento: How China’s High-Speed Rail Is Redefining Fast Food Delivery\u003C/a>\u003C/li>\n\t\u003Cli>\u003Ca href=\"https://quasa.io/media/startup-branding-a-comprehensive-guide-to-achieving-consistency-across-all-platforms\">Startup Branding: A Comprehensive Guide to Achieving Consistency Across All Platforms\u003C/a>\u003C/li>\n\u003C/ul>\n\n\u003Cp>Author: \u003Ca href=\"https://www.linkedin.com/in/slava-vasipenok/\">Slava Vasipenok\u003C/a>\u003Cbr />\nFounder and CEO of QUASA (quasa.io) - Daily insights on Web3, AI, Crypto, and Freelance. Stay updated on finance, technology trends, and creator tools - with sources and real value.\u003C/p>\n\n\u003Cp>Innovative entrepreneur with over 20 years of experience in IT, fintech, and blockchain. Specializes in decentralized solutions for freelancing, helping to overcome the barriers of traditional finance, especially in developing regions.\u003C/p>","the-85-paradigm-how-4-engineers-built-sora-for-android-in-just-4-weeks","2025-12-18T14:07:59.000000Z","2025-12-27T11:07:00.000000Z","27.12.2025",{"image":82,"thumb":83},"https://quasa.io/storage/images/news/wDZRyLEmG6Ky3sL6ZwDR91dgTQ7cttyM8b1gRco0.jpg","https://api.quasa.io/thumbs/news-thumb/images/news/wDZRyLEmG6Ky3sL6ZwDR91dgTQ7cttyM8b1gRco0.jpg","small",null,947,1,"en",0,{"id":46,"title":47,"slug":48,"meta_title":47,"meta_description":91,"meta_keywords":91,"deleted_at":85,"created_at":92,"updated_at":93,"lang":88},"Artificial Intelligence, ai, ml, machine learning, chatgpt, future","2024-09-22T08:08:27.000000Z","2024-09-23T12:49:38.000000Z",[95,108,119,130,142],{"title":96,"description":97,"slug":98,"created_at":99,"publish_at":100,"formatted_created_at":101,"category":102,"links":103,"view_type":84,"video_url":85,"views":106,"likes":89,"lang":88,"comments_count":89,"is_pinned":107},"Your Computer Mouse Can Now Eavesdrop on You","Researchers from the University of California, Irvine have demonstrated a surprising new security threat: an ordinary optical computer mouse can be turned into a covert microphone capable of listening to your conversations.","your-computer-mouse-can-now-eavesdrop-on-you","2026-03-25T21:21:22.000000Z","2026-04-09T11:13:00.000000Z","09.04.2026",{"title":43,"slug":44},{"image":104,"thumb":105},"https://quasa.io/storage/images/news/zvGSPNFVpmuJgnlniEHiwPc4aaeGYIVAuwxhouXu.jpg","https://api.quasa.io/thumbs/news-thumb/images/news/zvGSPNFVpmuJgnlniEHiwPc4aaeGYIVAuwxhouXu.jpg",164,false,{"title":109,"description":110,"slug":111,"created_at":112,"publish_at":113,"formatted_created_at":101,"category":114,"links":115,"view_type":84,"video_url":85,"views":118,"likes":89,"lang":88,"comments_count":89,"is_pinned":107},"Figure AI Founder Brett Adcock Launches Hark: A New Lab Building True Personal AGI","Brett Adcock, the founder of humanoid robotics company Figure AI, has quietly launched his next ambitious venture: Hark, an AI laboratory dedicated to creating the world’s most advanced personal intelligence.","figure-ai-founder-brett-adcock-launches-hark-a-new-lab-building-true-personal-agi","2026-03-25T20:23:25.000000Z","2026-04-09T09:11:00.000000Z",{"title":43,"slug":44},{"image":116,"thumb":117},"https://quasa.io/storage/images/news/C1UuYbaKmb90FPNMq9HupZ84jzRUQmO6HBbSPEPh.jpg","https://api.quasa.io/thumbs/news-thumb/images/news/C1UuYbaKmb90FPNMq9HupZ84jzRUQmO6HBbSPEPh.jpg",241,{"title":120,"description":121,"slug":122,"created_at":123,"publish_at":124,"formatted_created_at":101,"category":125,"links":126,"view_type":84,"video_url":85,"views":129,"likes":89,"lang":88,"comments_count":89,"is_pinned":107},"Pokémon Go’s 10-Year Legacy: How Millions of Players Accidentally Trained Robots to Deliver Your Food","Ten years after its explosive launch, Pokémon Go continues to deliver surprises — this time, not in the form of rare Pikachu, but in the form of a powerful new navigation system for delivery 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tokens.","nvidia-ceo-jensen-huang-proposes-paying-engineers-with-ai-tokens","2026-03-25T19:56:16.000000Z","2026-04-08T11:48:00.000000Z",{"title":19,"slug":20},{"image":150,"thumb":151},"https://quasa.io/storage/images/news/KL5Yqt5ZzW3R4cu7XmE15grrRHdKZ1WBoKbC6Zu3.jpg","https://api.quasa.io/thumbs/news-thumb/images/news/KL5Yqt5ZzW3R4cu7XmE15grrRHdKZ1WBoKbC6Zu3.jpg",999,[154,167,180,192,204],{"title":155,"description":156,"slug":157,"created_at":158,"publish_at":159,"formatted_created_at":160,"category":161,"links":162,"view_type":84,"video_url":85,"views":165,"likes":166,"lang":88,"comments_count":89,"is_pinned":107},"The Anatomy of an Entrepreneur","Entrepreneur is a French word that means an enterpriser. Enterprisers are people who undertake a business or enterprise with the chance of earning profits or suffering from loss.","the-anatomy-of-an-entrepreneur","2021-08-04T15:18:21.000000Z","2025-12-14T06:09:00.000000Z","14.12.2025",{"title":65,"slug":66},{"image":163,"thumb":164},"https://quasa.io/storage/images/news/mVsXPTMuHZuI7UXCsENgL1Qwp1uSOf7Rz3uVPMfm.webp","https://api.quasa.io/thumbs/news-thumb/images/news/mVsXPTMuHZuI7UXCsENgL1Qwp1uSOf7Rz3uVPMfm.webp",68080,2,{"title":168,"description":169,"slug":170,"created_at":171,"publish_at":172,"formatted_created_at":173,"category":174,"links":175,"view_type":140,"video_url":85,"views":178,"likes":179,"lang":88,"comments_count":89,"is_pinned":107},"Advertising on QUASA","QUASA MEDIA is read by more than 400 thousand people a month. We offer to place your article, add a link or order the writing of an article for publication.","advertising-on-quasa","2022-07-06T07:33:02.000000Z","2025-12-15T17:33:02.000000Z","15.12.2025",{"title":58,"slug":63},{"image":176,"thumb":177},"https://quasa.io/storage/images/news/45SvmdsTQbiyc3nxgbyHY1mpVbisYyub2BCHjqBL.jpg","https://api.quasa.io/thumbs/news-thumb/images/news/45SvmdsTQbiyc3nxgbyHY1mpVbisYyub2BCHjqBL.jpg",67503,4,{"title":181,"description":182,"slug":183,"created_at":184,"publish_at":185,"formatted_created_at":186,"category":187,"links":188,"view_type":84,"video_url":85,"views":191,"likes":179,"lang":88,"comments_count":89,"is_pinned":107},"What is a Startup?","A startup is not a new company, not a tech company, nor a new tech company. You can be a new tech company, if your goal is not to grow high and fast; then, you are not a startup. ","what-is-a-startup","2021-08-04T12:05:17.000000Z","2025-12-17T13:02:00.000000Z","17.12.2025",{"title":65,"slug":66},{"image":189,"thumb":190},"https://quasa.io/storage/images/news/EOsQhSW3VXyG7a6NPdE1oZd00xfJXe3bjY5aJGb7.webp","https://api.quasa.io/thumbs/news-thumb/images/news/EOsQhSW3VXyG7a6NPdE1oZd00xfJXe3bjY5aJGb7.webp",65732,{"title":193,"description":194,"slug":195,"created_at":196,"publish_at":197,"formatted_created_at":198,"category":199,"links":200,"view_type":84,"video_url":85,"views":203,"likes":166,"lang":88,"comments_count":87,"is_pinned":107},"Top 5 Tips to Make More Money as a Content Creator","Content creators are one of the most desired job titles right now. Who wouldn’t want to earn a living online?","top-5-tips-to-make-more-money-as-a-content-creator","2022-01-17T17:31:51.000000Z","2026-01-17T11:30:00.000000Z","17.01.2026",{"title":19,"slug":20},{"image":201,"thumb":202},"https://quasa.io/storage/images/news/gP8kiumBPpJmQv6SMieXiX1tDetx43VwFfO1P4Ca.jpg","https://api.quasa.io/thumbs/news-thumb/images/news/gP8kiumBPpJmQv6SMieXiX1tDetx43VwFfO1P4Ca.jpg",40161,{"title":205,"description":206,"slug":207,"created_at":208,"publish_at":209,"formatted_created_at":210,"category":211,"links":212,"view_type":140,"video_url":85,"views":215,"likes":166,"lang":88,"comments_count":89,"is_pinned":107},"8 Logo Design Tips for Small Businesses","Your logo tells the story of your business and the values you stand for.","8-logo-design-tips-for-small-businesses","2021-12-04T21:59:52.000000Z","2025-05-05T03:30:00.000000Z","05.05.2025",{"title":15,"slug":16},{"image":213,"thumb":214},"https://quasa.io/storage/images/news/Wbx2NtS1CnTupgoQbpFMGspJ5jm4uob2hDOq33r0.jpg","https://api.quasa.io/thumbs/news-thumb/images/news/Wbx2NtS1CnTupgoQbpFMGspJ5jm4uob2hDOq33r0.jpg",39541,[217,218,219,220,221,222,223,224,225,226,227,228,229],{"title":23,"slug":24},{"title":47,"slug":48},{"title":55,"slug":56},{"title":43,"slug":44},{"title":51,"slug":52},{"title":31,"slug":32},{"title":35,"slug":36},{"title":27,"slug":28},{"title":19,"slug":20},{"title":15,"slug":16},{"title":58,"slug":63},{"title":11,"slug":12},{"title":65,"slug":66}]