[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"nav-categories":3,"article-openai-s-symphony-finally-real-ai-powered-software-development":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":96,"popular_news":152,"categories":223},{"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":86,"video_url":87,"views":88,"likes":89,"lang":90,"comments_count":89,"category":91},"OpenAI’s Symphony: Finally, Real AI-Powered Software Development","Most AI content today is just noise — another model drop, another benchmark. Real, production-level usage stories are rare.","That’s why OpenAI’s April announcement of Symphony, their open-source Codex orchestration system, feels like genuine gold.","Most AI content today is just noise — another model drop, another benchmark. Real, production-level usage stories are rare","\u003Cp>Most AI content today is just noise — another model drop, another benchmark. Real, production-level usage stories are rare.\u003Ca href=\"https://openai.com/index/open-source-codex-orchestration-symphony/\"> That’s why OpenAI’s April announcement of \u003Cstrong>Symphony\u003C/strong>, their open-source Codex orchestration system, feels like genuine gold.\u003C/a>\u003C/p>\n\n\u003Ch4>\u003Cstrong>The Core Problem\u003C/strong>\u003C/h4>\n\n\u003Cp>Even with powerful coding agents like Codex, engineers quickly hit a wall. One person can meaningfully supervise only \u003Cstrong>3–5 agent sessions\u003C/strong> at once. After that, context switching becomes chaos. It’s the classic “too many juniors, one overwhelmed lead” problem — except the juniors are lightning-fast AI agents.\u003C/p>\n\n\u003Ch4>\u003Cstrong>The Solution: Turn Your Task Tracker into an AI Orchestra Conductor\u003C/strong>\u003C/h4>\n\n\u003Cp>\u003Cpicture>\u003Csource srcset=\"https://cdn.quasa.io/photos/0001/image-2026-05-05t162011887.webp\" type=\"image/webp\">\u003Cimg alt=\"OpenAI’s Symphony: Finally, Real AI-Powered Software Development\" class=\"image-align-right\" height=\"447\" src=\"https://cdn.quasa.io/photos/0001/image-2026-05-05t162011887.jpg\" width=\"300\" />\u003C/picture>Instead of babysitting agents in chat windows, OpenAI’s team connected them directly to **Linear** (a modern Jira-like tracker).\u003C/p>\n\n\u003Cp>\u003Cstrong>Here’s how Symphony works:\u003C/strong>\u003C/p>\n\n\u003Cul>\n\t\u003Cli>You create a task in Linear → an agent is automatically spawned and assigned to it.\u003C/li>\n\t\u003Cli>The agent works inside its own isolated folder, sees the full codebase, can open pull requests, respond to reviews, and run tests.\u003C/li>\n\t\u003Cli>If it crashes or gets stuck, the system automatically restarts it.\u003C/li>\n\t\u003Cli>If the agent discovers a new bug while working, it creates a new ticket that another agent will pick up.\u003C/li>\n\u003C/ul>\n\n\u003Cp>The task tracker becomes the single source of truth and control center. You describe what needs to be done, hit enter, and come back later to review the result.\u003C/p>\n\n\u003Chr />\n\u003Ch4>\u003Cstrong>Impressive Results\u003C/strong>\u003C/h4>\n\n\u003Cp>\u003Cstrong>\u003Cpicture>\u003Csource srcset=\"https://cdn.quasa.io/photos/0001/image-2026-05-05t162014742.webp\" type=\"image/webp\">\u003Cimg alt=\"OpenAI’s Symphony: Finally, Real AI-Powered Software Development\" class=\"image-align-left\" height=\"253\" src=\"https://cdn.quasa.io/photos/0001/image-2026-05-05t162014742.jpg\" width=\"170\" />\u003C/picture>According to OpenAI’s team, after implementing Symphony:\u003C/strong>\u003C/p>\n\n\u003Cul>\n\t\u003Cli>\u003Cstrong>Merged PRs increased 5x;\u003C/strong>\u003C/li>\n\t\u003Cli>One engineer completed three significant features from his phone while staying in a cabin with terrible Wi-Fi — just by creating Linear tickets.\u003C/li>\n\t\u003Cli>Product managers and designers started shipping features directly, bypassing engineers entirely. They receive a short video demo of the working feature back.\u003C/li>\n\t\u003Cli>Experimentation became extremely cheap: “try this crazy idea” tickets could be spun up by the dozen, with the bad ones simply deleted.\u003C/li>\n\u003C/ul>\n\n\u003Chr />\n\u003Ch4>\u003Cstrong>Two Critical Cultural Shifts\u003C/strong>\u003C/h4>\n\n\u003Cp>\u003Cstrong>The team highlighted two unexpected but vital lessons:\u003C/strong>\u003C/p>\n\n\u003Col>\n\t\u003Cli>\u003Cstrong>Everything must be written down.\u003C/strong> They created a `\u003Ca href=\"https://WORKFLOW.md\">WORKFLOW.md\u003C/a>` file that documents the entire development process in plain text. This is useful even without AI — it becomes the ultimate onboarding document.\u003C/li>\n\t\u003Cli>\u003Cstrong>The fundamental unit of work changed from “AI chat session” to “well-described task.”\u003C/strong> This dramatically lowered the barrier for non-engineers. Anyone who can write a clear ticket can now drive development.\u003C/li>\n\u003C/ol>\n\n\u003Chr />\n\u003Ch4>\u003Cstrong>They Didn’t Release Code — They Released Instructions\u003C/strong>\u003C/h4>\n\n\u003Cp>\u003Cpicture>\u003Csource srcset=\"https://cdn.quasa.io/photos/0001/image-2026-05-05t162013360.webp\" type=\"image/webp\">\u003Cimg alt=\"OpenAI’s Symphony: Finally, Real AI-Powered Software Development\" class=\"image-align-right\" height=\"402\" src=\"https://cdn.quasa.io/photos/0001/image-2026-05-05t162013360.jpg\" width=\"270\" />\u003C/picture>Interestingly, OpenAI open-sourced not a full platform, but a set of carefully engineered prompts and a `\u003Ca href=\"https://SPEC.md\">SPEC.md\u003C/a>` file describing how the entire orchestration system should behave. It’s the IKEA instruction manual approach to AI engineering: give smart agents clear specifications, and they figure out the rest.\u003C/p>\n\n\u003Cp>Also read:\u003C/p>\n\n\u003Cul>\n\t\u003Cli>\u003Ca href=\"https://quasa.io/media/japanese-scientists-built-a-vr-cat-you-can-actually-pet-no-allergy-required\">Japanese Scientists Built a VR Cat You Can Actually Pet (No Allergy Required)\u003C/a>\u003C/li>\n\t\u003Cli>\u003Ca href=\"https://quasa.io/media/elon-musk-s-companies-paid-each-other-600-million-in-2025-and-that-s-just-the-beginning\">Elon Musk’s Companies Paid Each Other $600 Million in 2025 — And That’s Just the Beginning\u003C/a>\u003C/li>\n\t\u003Cli>\u003Ca href=\"https://quasa.io/media/netflix-s-franchise-crisis-after-losing-harry-potter-the-streaming-giant-is-desperately-hunting-for-the-next-big-universe\">Netflix’s Franchise Crisis: After Losing Harry Potter, the Streaming Giant Is Desperately Hunting for the Next Big Universe\u003C/a>\u003C/li>\n\t\u003Cli>\u003Ca href=\"https://quasa.io/media/consumers-are-ready-to-spend-29-more-time-with-ai-content-by-2029\">Consumers Are Ready to Spend 29% More Time with AI Content by 2029\u003C/a>\u003C/li>\n\u003C/ul>\n\n\u003Chr />\n\u003Ch4>\u003Cstrong>The Bigger Picture\u003C/strong>\u003C/h4>\n\n\u003Cp>Symphony shows where serious AI software development is heading. The bottleneck is no longer “can the AI write code?” — it’s “how do we direct hundreds of agents efficiently?”\u003C/p>\n\n\u003Cp>We’re moving from \u003Cstrong>using\u003C/strong> AI tools to \u003Cstrong>orchestrating\u003C/strong> AI teams.\u003C/p>\n\n\u003Cp>Tomorrow my own team is discussing how to implement something similar (we already use Linear). Many other companies will likely follow.\u003C/p>\n\n\u003Cp>If you’re doing any serious AI-assisted development, Symphony might be one of the most important experiments you’ll see in 2026.\u003C/p>\n\n\u003Cp>The era of the lone prompt engineer is ending.  \u003Cbr />\nThe era of the AI orchestra conductor is just beginning.\u003C/p>","openai-s-symphony-finally-real-ai-powered-software-development","2026-05-05T14:21:45.000000Z","2026-05-14T06:21:00.000000Z","14.05.2026",{"image":82,"image_webp":83,"thumb":84,"thumb_webp":85},"https://cdn.quasa.io/images/news/9bv9NFae7S0X3BUBmEwlCHDkjkXmeCtxvqb8bOFL.jpg","https://cdn.quasa.io/images/news/9bv9NFae7S0X3BUBmEwlCHDkjkXmeCtxvqb8bOFL.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/9bv9NFae7S0X3BUBmEwlCHDkjkXmeCtxvqb8bOFL.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/9bv9NFae7S0X3BUBmEwlCHDkjkXmeCtxvqb8bOFL.webp","small",null,38,0,"en",{"id":46,"title":47,"slug":48,"meta_title":92,"meta_description":93,"meta_keywords":93,"deleted_at":87,"created_at":94,"updated_at":95,"lang":90},"Artificial Intelligence | AI Breakthroughs, Agents & Tools | QUASA","Artificial Intelligence, ai, ml, machine learning, chatgpt, future","2024-09-22T08:08:27.000000Z","2026-04-22T14:56:34.000000Z",[97,111,123,126,139],{"title":98,"description":99,"slug":100,"created_at":101,"publish_at":102,"formatted_created_at":80,"category":103,"links":104,"view_type":86,"video_url":87,"views":109,"likes":89,"lang":90,"comments_count":89,"is_pinned":110},"‘Made by Human’ — The New Trend in Content Labeling, and Why It’s Raising More Questions Than Answers","The “dead internet” theory has never felt more prescient. Just a few years ago, major platforms and companies were debating how to clearly label AI-generated content to protect consumers from synthetic slop.","made-by-human-the-new-trend-in-content-labeling-and-why-it-s-raising-more-questions-than-answers","2026-05-05T19:11:40.000000Z","2026-05-14T11:03:00.000000Z",{"title":47,"slug":48},{"image":105,"image_webp":106,"thumb":107,"thumb_webp":108},"https://cdn.quasa.io/images/news/miz2sMfBFKaKLpuAKVpZDxzeARuF03JGh8V35wUa.jpg","https://cdn.quasa.io/images/news/miz2sMfBFKaKLpuAKVpZDxzeARuF03JGh8V35wUa.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/miz2sMfBFKaKLpuAKVpZDxzeARuF03JGh8V35wUa.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/miz2sMfBFKaKLpuAKVpZDxzeARuF03JGh8V35wUa.webp",11,false,{"title":112,"description":113,"slug":114,"created_at":115,"publish_at":116,"formatted_created_at":80,"category":117,"links":118,"view_type":86,"video_url":87,"views":62,"likes":89,"lang":90,"comments_count":89,"is_pinned":110},"China Launches PetTV: Tencent’s 24/7 Streaming Service Designed for Dogs and Cats","In what might be the ultimate sign of the booming “pet parent” economy, Chinese tech giant Tencent has launched PetTV — a dedicated 24-hour streaming channel created specifically for dogs and cats.","china-launches-pettv-tencent-s-24-7-streaming-service-designed-for-dogs-and-cats","2026-05-05T19:00:18.000000Z","2026-05-14T09:51:00.000000Z",{"title":27,"slug":28},{"image":119,"image_webp":120,"thumb":121,"thumb_webp":122},"https://cdn.quasa.io/images/news/u6I6WTLwQBxFb2ELIbZOnpyUGjLWrvDBnnzcUnwn.jpg","https://cdn.quasa.io/images/news/u6I6WTLwQBxFb2ELIbZOnpyUGjLWrvDBnnzcUnwn.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/u6I6WTLwQBxFb2ELIbZOnpyUGjLWrvDBnnzcUnwn.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/u6I6WTLwQBxFb2ELIbZOnpyUGjLWrvDBnnzcUnwn.webp",{"title":72,"description":73,"slug":77,"created_at":78,"publish_at":79,"formatted_created_at":80,"category":124,"links":125,"view_type":86,"video_url":87,"views":88,"likes":89,"lang":90,"comments_count":89,"is_pinned":110},{"title":47,"slug":48},{"image":82,"image_webp":83,"thumb":84,"thumb_webp":85},{"title":127,"description":128,"slug":129,"created_at":130,"publish_at":131,"formatted_created_at":80,"category":132,"links":133,"view_type":86,"video_url":87,"views":138,"likes":89,"lang":90,"comments_count":89,"is_pinned":110},"AI Outperforms Doctors in Emergency Diagnosis, Harvard Study Finds","A new study published in Science delivers one of the strongest pieces of evidence yet that large language models can outperform human physicians in critical medical decision-making.","ai-outperforms-doctors-in-emergency-diagnosis-harvard-study-finds","2026-05-05T14:05:25.000000Z","2026-05-14T03:58:00.000000Z",{"title":43,"slug":44},{"image":134,"image_webp":135,"thumb":136,"thumb_webp":137},"https://cdn.quasa.io/images/news/2Oi1Zn2Vprt1FCCipPQaKhyOu9HqVhztcca3lUNt.jpg","https://cdn.quasa.io/images/news/2Oi1Zn2Vprt1FCCipPQaKhyOu9HqVhztcca3lUNt.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/2Oi1Zn2Vprt1FCCipPQaKhyOu9HqVhztcca3lUNt.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/2Oi1Zn2Vprt1FCCipPQaKhyOu9HqVhztcca3lUNt.webp",52,{"title":140,"description":141,"slug":142,"created_at":143,"publish_at":143,"formatted_created_at":144,"category":145,"links":146,"view_type":86,"video_url":87,"views":151,"likes":89,"lang":90,"comments_count":89,"is_pinned":110},"TikTok’s UK Gambit: A Masterclass in Regulatory Taekwondo","TikTok isn't just asking for your pocket change; they’re buying insurance against the law. It’s a savvy, cynical, and ultimately effective way to keep the scroll going, one way or another.","tiktok-s-uk-gambit-a-masterclass-in-regulatory-taekwondo","2026-05-13T19:59:50.000000Z","13.05.2026",{"title":58,"slug":63},{"image":147,"image_webp":148,"thumb":149,"thumb_webp":150},"https://cdn.quasa.io/images/news/NN2i8Pcl4fEHed62FbygPGVhPwA6FImcuXDAsNR1.jpg","https://cdn.quasa.io/images/news/NN2i8Pcl4fEHed62FbygPGVhPwA6FImcuXDAsNR1.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/NN2i8Pcl4fEHed62FbygPGVhPwA6FImcuXDAsNR1.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/NN2i8Pcl4fEHed62FbygPGVhPwA6FImcuXDAsNR1.webp",95,[153,166,182,194,209],{"title":154,"description":155,"slug":156,"created_at":157,"publish_at":158,"formatted_created_at":159,"category":160,"links":161,"view_type":86,"video_url":87,"views":164,"likes":165,"lang":90,"comments_count":89,"is_pinned":110},"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":162,"image_webp":87,"thumb":163,"thumb_webp":163},"https://cdn.quasa.io/images/news/mVsXPTMuHZuI7UXCsENgL1Qwp1uSOf7Rz3uVPMfm.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/mVsXPTMuHZuI7UXCsENgL1Qwp1uSOf7Rz3uVPMfm.webp",74070,2,{"title":167,"description":168,"slug":169,"created_at":170,"publish_at":171,"formatted_created_at":172,"category":173,"links":174,"view_type":179,"video_url":87,"views":180,"likes":181,"lang":90,"comments_count":89,"is_pinned":110},"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":175,"image_webp":176,"thumb":177,"thumb_webp":178},"https://cdn.quasa.io/images/news/45SvmdsTQbiyc3nxgbyHY1mpVbisYyub2BCHjqBL.jpg","https://cdn.quasa.io/images/news/45SvmdsTQbiyc3nxgbyHY1mpVbisYyub2BCHjqBL.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/45SvmdsTQbiyc3nxgbyHY1mpVbisYyub2BCHjqBL.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/45SvmdsTQbiyc3nxgbyHY1mpVbisYyub2BCHjqBL.webp","large",73884,4,{"title":183,"description":184,"slug":185,"created_at":186,"publish_at":187,"formatted_created_at":188,"category":189,"links":190,"view_type":86,"video_url":87,"views":193,"likes":181,"lang":90,"comments_count":89,"is_pinned":110},"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":191,"image_webp":87,"thumb":192,"thumb_webp":192},"https://cdn.quasa.io/images/news/EOsQhSW3VXyG7a6NPdE1oZd00xfJXe3bjY5aJGb7.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/EOsQhSW3VXyG7a6NPdE1oZd00xfJXe3bjY5aJGb7.webp",71387,{"title":195,"description":196,"slug":197,"created_at":198,"publish_at":199,"formatted_created_at":200,"category":201,"links":202,"view_type":86,"video_url":87,"views":207,"likes":165,"lang":90,"comments_count":208,"is_pinned":110},"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":203,"image_webp":204,"thumb":205,"thumb_webp":206},"https://cdn.quasa.io/images/news/gP8kiumBPpJmQv6SMieXiX1tDetx43VwFfO1P4Ca.jpg","https://cdn.quasa.io/images/news/gP8kiumBPpJmQv6SMieXiX1tDetx43VwFfO1P4Ca.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/gP8kiumBPpJmQv6SMieXiX1tDetx43VwFfO1P4Ca.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/gP8kiumBPpJmQv6SMieXiX1tDetx43VwFfO1P4Ca.webp",45144,1,{"title":210,"description":211,"slug":212,"created_at":213,"publish_at":214,"formatted_created_at":215,"category":216,"links":217,"view_type":179,"video_url":87,"views":222,"likes":165,"lang":90,"comments_count":89,"is_pinned":110},"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":218,"image_webp":219,"thumb":220,"thumb_webp":221},"https://cdn.quasa.io/images/news/Wbx2NtS1CnTupgoQbpFMGspJ5jm4uob2hDOq33r0.jpg","https://cdn.quasa.io/images/news/Wbx2NtS1CnTupgoQbpFMGspJ5jm4uob2hDOq33r0.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/Wbx2NtS1CnTupgoQbpFMGspJ5jm4uob2hDOq33r0.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/Wbx2NtS1CnTupgoQbpFMGspJ5jm4uob2hDOq33r0.webp",44058,[224,225,226,227,228,229,230,231,232,233,234,235,236],{"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}]