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Instead give it broad descriptions to get the foundation working, As an example tell it to use Tailwind with ShadCN, What type of database you want (if you need that, ask if you are in doubt) etc, As you refine your app you can start to worry about the details because your foundation was added early.\n\nABC (Always Be Coding ) \nNo amount of watching youtube tutorials (or reading advice from strangers in esoteric slack-channels) are going to teach you how to vibe code, Just like with design; only practice makes master. Just start building, even if it ends in complete chaos you have learned something. You will be surprised how fast you will feel comfortable. It\u2019s cheap to start over.\n\nAsk and thou shall receive \nIf in doubt about anything simply ask. I know this sounds obvious, it\u2019s not. There is nothing you can\u2019t ask it about and nothing it can\u2019t help you with, but people will often try and solve things that the agent is perfectly capable of solving for them.\n\nSpend proper time documenting up front \nThe best way to get the agent to do what you want it to is to think about what you want to build first. Then start a conversation and converse with it about what you want to build, what libraries, components etc make the most sense, even ask it to improve it or critique it, look for potential issues. Then once you feel like it understand what the project is, ask it to write the brief to itself in a text file for future reference.\n\nAn LLM is not logical or rational, but you are\nIf you run into a dead end, start asking different questions I once spent an entire week trying to solve a bug. I simply couldn\u2019t figure out what was wrong and was very close to just giving up several times. Boy did I learn a lot from that. Not just by relying on the agent to figure it out itself, not just by switching models (although I did that too and sometimes that works) but by trying to help Cursor analyze the problem from different angels. If you hit a snag after the agent have tried to solve it, try and approach the problem from different angels. Ask it to explain to you, step by step, what the code is doing. Even ask it to simulate the process for you in pseudocode. Ask it to run through it from the users perspective. Or to write a script where it try and do what you do. That way the LLM often can figure out where it goes wrong itself.\n\nCommit and push to Github often. \nThe single best way to remove any worry about breaking things is to simply commit and push to github often. You can even create a background agent to do it for you. That way even if the entire thing breaks down you simply restore previous build.\n\nDon't just use Cursor for coding \nGot a .csv file you want analyzed or cleaned up or enriched? Ask Cursor. Want to create a test database with 100 different product and images, Ask Cursor. Want to automate or batch process something, Ask Cursor. Cursor can be used for anything you have to do manually on your computer.", "source": null, "retweetCount": 0, "replyCount": 2, "likeCount": 3, "quoteCount": 0, "viewCount": 187, "createdAt": "Thu Feb 26 12:32:17 +0000 2026", "lang": "en", "bookmarkCount": 4, "isReply": false, "inReplyToId": null, "conversationId": "2026998755036143910", "media": [ { "type": "photo", "url": "https://pbs.twimg.com/media/HCFYlIFWgAA9pmo.jpg", "expanded_url": "https://x.com/Hello_World/status/2026998755036143910/photo/1", "video_url": null } ], "inReplyToUserId": null, "author": { "type": "user", "userName": "Hello_World", "url": "https://x.com/Hello_World", "id": "7141", "name": "ThomPete", "isVerified": false, "isBlueVerified": true, "profilePicture": "https://pbs.twimg.com/profile_images/1600205092640198660/mSaHt8bp_normal.jpg", "coverPicture": "https://pbs.twimg.com/profile_banners/7141/1779121561", "description": "Principal Designer @ https://t.co/7kkTWHSRpe (NYSE: XYZ) \nCurrently building Buzz https://t.co/74AvLgvc46\nViews are my own.", "location": "New York", "followers": 5987, "following": 114, "createdAt": "Thu Sep 28 10:25:52 +0000 2006", "canDm": true }, "quoted_tweet": null, "retweeted_tweet": null }, { "type": "tweet", "id": "2066178935952453805", "url": "https://x.com/JimGazzale/status/2066178935952453805", "twitterUrl": "https://twitter.com/JimGazzale/status/2066178935952453805", "text": "In January, I started a project that has consumed considerably more time and energy than I originally anticipated.\n\nI started vibe coding a horse racing betting app, which I'm documenting @PastTheWire", "source": null, "retweetCount": 2, "replyCount": 1, "likeCount": 11, "quoteCount": 0, "viewCount": 813, "createdAt": "Sun Jun 14 15:20:20 +0000 2026", "lang": "en", "bookmarkCount": 0, "isReply": false, "inReplyToId": null, "conversationId": "2066178935952453805", "media": [], "inReplyToUserId": null, "author": { "type": "user", "userName": "JimGazzale", "url": "https://x.com/JimGazzale", "id": "197134645", "name": "Jim Gazzale", "isVerified": false, "isBlueVerified": true, "profilePicture": "https://pbs.twimg.com/profile_images/1354145142131859457/cf3Ldgu3_normal.jpg", "coverPicture": "https://pbs.twimg.com/profile_banners/197134645/1730326563", "description": "Horse racing analysis, commentary and content for @PastTheWire \u2022 Winning owner with @GoFinalFurlong \u2022 Writer, videographer, editor \u2022 Long-suffering NY Jets fan", "location": "Round Rock, TX", "followers": 1926, "following": 968, "createdAt": "Thu Sep 30 18:48:06 +0000 2010", "canDm": true }, "quoted_tweet": null, "retweeted_tweet": null }, { "type": "tweet", "id": "2050253468074676690", "url": "https://x.com/penqwinai/status/2050253468074676690", "twitterUrl": "https://twitter.com/penqwinai/status/2050253468074676690", "text": "Vibe Coding is cool. Vibe Documenting is leverage.\n\nMost teams treat documentation like a chore. The best teams treat it like a byproduct of building.\n\nStart documenting. It compounds.\n\n#Soloprenpurs #Startup #Founders #Software #\u0421\u0425\u041e #SaaS https://t.co/omXB7ZdewU", "source": "Twitter for Android", "retweetCount": 0, "replyCount": 0, "likeCount": 2, "quoteCount": 0, "viewCount": 31, "createdAt": "Fri May 01 16:38:13 +0000 2026", "lang": "en", "bookmarkCount": 0, "isReply": false, "inReplyToId": null, "conversationId": "2050253468074676690", "media": [ { "type": "photo", "url": "https://pbs.twimg.com/media/HHP2p3PakAA1bUf.jpg", "expanded_url": "https://x.com/penqwinai/status/2050253468074676690/photo/1", "video_url": null } ], "inReplyToUserId": null, "author": { "type": "user", "userName": "penqwinai", "url": "https://x.com/penqwinai", "id": "2032027025373085699", "name": "Penqwin", "isVerified": false, "isBlueVerified": false, "profilePicture": "https://pbs.twimg.com/profile_images/2032027598327517184/KPM4KGCk_normal.jpg", "coverPicture": "https://pbs.twimg.com/profile_banners/2032027025373085699/1778860197", "description": "Engineering knowledge that evolves with your codebase.", "location": "", "followers": 5, "following": 7, "createdAt": "Thu Mar 12 09:33:03 +0000 2026", "canDm": false }, "quoted_tweet": null, "retweeted_tweet": null }, { "type": "tweet", "id": "2117063642797715858", "url": "https://x.com/DeepthiConnects/status/2117063642797715858", "twitterUrl": "https://twitter.com/DeepthiConnects/status/2117063642797715858", "text": "I started posting on @X because I wanted to build in public.\n\nSomewhere along the way, I realized I'm learning much faster just by talking to other builders.\n\nSo if you're:\n\u2022 Building a startup\n\u2022 Learning AI\n\u2022 Vibe coding\n\u2022 Building SaaS\n\u2022 Interested in startups\n\nFollow along. \ud83d\ude80\n\nI'm documenting the journey wins, failures and everything in between.\n\n#BuildInPublic #VibeCoding #Founders #Startups", "source": null, "retweetCount": 1, "replyCount": 16, "likeCount": 17, "quoteCount": 0, "viewCount": 547, "createdAt": "Mon Nov 02 01:18:00 +0000 2026", "lang": "en", "bookmarkCount": 1, "isReply": false, "inReplyToId": null, "conversationId": "2117063642797715858", "media": [], "inReplyToUserId": null, "author": { "type": "user", "userName": "DeepthiConnects", "url": "https://x.com/DeepthiConnects", "id": "1995454233676771328", "name": "Deepthi Connects", "isVerified": false, "isBlueVerified": true, "profilePicture": "https://pbs.twimg.com/profile_images/2113988936762793984/pnx9PsTk_normal.jpg", "coverPicture": "https://pbs.twimg.com/profile_banners/1995454233676771328/1792841083", "description": "HR Lead \u2192 AI Builder \u26a1\nBuilding in public | Sharing the journey\nClaim your startup handle \ud83d\udc47\nhttps://t.co/Qcldey5S6w", "location": "", "followers": 796, "following": 842, "createdAt": "Mon Dec 01 11:25:56 +0000 2025", "canDm": true }, "quoted_tweet": null, "retweeted_tweet": null } ] }, "L_billion": { "query": "(\"vibe coded\" OR \"vibe coding\" OR \"vibe-coded\") (billion OR \"$1B\" OR \"1 billion\") since:2026-01-01", "tweets": [ { "type": "tweet", "id": "2055579146684936644", "url": "https://x.com/eng_khairallah1/status/2055579146684936644", "twitterUrl": "https://twitter.com/eng_khairallah1/status/2055579146684936644", "text": "https://t.co/QDqW7L8Hul", "source": null, "retweetCount": 70, "replyCount": 39, "likeCount": 429, "quoteCount": 16, "viewCount": 1335415, "createdAt": "Sat May 16 09:20:34 +0000 2026", "lang": "zxx", "bookmarkCount": 999, "isReply": false, "inReplyToId": null, "conversationId": "2055579146684936644", "media": [], "inReplyToUserId": null, "author": { "type": "user", "userName": "eng_khairallah1", "url": "https://x.com/eng_khairallah1", "id": "1224538644247203844", "name": "Khairallah AL-Awady", "isVerified": false, "isBlueVerified": true, "profilePicture": "https://pbs.twimg.com/profile_images/1888357542004162560/5D-YlH5e_normal.jpg", "coverPicture": "https://pbs.twimg.com/profile_banners/1224538644247203844/1691590897", "description": "building AI agents, LLMs & vibe coding | angel investor | ai & onchain research", "location": "", "followers": 80361, "following": 1994, "createdAt": "Tue Feb 04 03:42:32 +0000 2020", "canDm": true }, "quoted_tweet": null, "retweeted_tweet": null }, { "type": "tweet", "id": "2017202993087893813", "url": "https://x.com/PrajwalTomar_/status/2017202993087893813", "twitterUrl": "https://twitter.com/PrajwalTomar_/status/2017202993087893813", "text": "https://t.co/vGgZ88Bpc7", "source": null, "retweetCount": 11, "replyCount": 16, "likeCount": 175, "quoteCount": 8, "viewCount": 74581, "createdAt": "Fri Jan 30 11:47:26 +0000 2026", "lang": "zxx", "bookmarkCount": 341, "isReply": false, "inReplyToId": null, "conversationId": "2017202993087893813", "media": [], "inReplyToUserId": null, "author": { "type": "user", "userName": "PrajwalTomar_", "url": "https://x.com/PrajwalTomar_", "id": "1676906284715503617", "name": "Prajwal Tomar", "isVerified": false, "isBlueVerified": true, "profilePicture": "https://pbs.twimg.com/profile_images/1994957908099125248/9AaluzL-_normal.jpg", "coverPicture": "https://pbs.twimg.com/profile_banners/1676906284715503617/1786877678", "description": "I run 5 businesses on AI and experiment with it every day so you don't have to. The experiments that actually make money end up here.", "location": "", "followers": 56871, "following": 257, "createdAt": "Thu Jul 06 10:50:06 +0000 2023", "canDm": true }, "quoted_tweet": null, "retweeted_tweet": null }, { "type": "tweet", "id": "2108560135048323142", "url": "https://x.com/0x45o/status/2108560135048323142", "twitterUrl": "https://twitter.com/0x45o/status/2108560135048323142", "text": "elon\u2019s engineer @poteto trusts her bots to ship 2500 PRs a month on a billion dollar company, and you\u2019re afraid to use them on your vibe coded project", "source": null, "retweetCount": 135, "replyCount": 60, "likeCount": 2739, "quoteCount": 32, "viewCount": 106345, "createdAt": "Fri Oct 09 14:08:06 +0000 2026", "lang": "en", "bookmarkCount": 311, "isReply": false, "inReplyToId": null, "conversationId": "2108560135048323142", "media": [], "inReplyToUserId": null, "author": { "type": "user", "userName": "0x45o", "url": "https://x.com/0x45o", "id": "1861049534983356416", "name": "0x45", "isVerified": false, "isBlueVerified": true, "profilePicture": "https://pbs.twimg.com/profile_images/2117163602205442048/m2j4Lhu2_normal.jpg", "coverPicture": "https://pbs.twimg.com/profile_banners/1861049534983356416/1789253575", "description": "roses are red, violets are blue,\nI know what I like, you might like it too", "location": "he/him ", "followers": 14407, "following": 260, "createdAt": "Mon Nov 25 14:09:35 +0000 2024", "canDm": true }, "quoted_tweet": null, "retweeted_tweet": null }, { "type": "tweet", "id": "2116011242951196911", "url": "https://x.com/CryptoAmerica_1/status/2116011242951196911", "twitterUrl": "https://twitter.com/CryptoAmerica_1/status/2116011242951196911", "text": "Yeah, im impressed. Check the video\ud83d\udc40\n\nI vibe coded this with Grok @bot . \ud83e\udd2b\n\nThe future is now. America is definitely leading this field. \ud83c\uddfa\ud83c\uddf8\ud83c\uddfa\ud83c\uddf8\ud83c\uddfa\ud83c\uddf8\n\nI am currently in the progress trying to build the first Billion dollar Vibe Coded business. Only time will tell\ud83d\ude05\n\nEach of these workers have task and goal.\ud83e\udde0\n\nI've got more coming soon\ud83d\udea8 \n\nFinal thought, stop making social media flyers with super intelligence. \nThey all look dumb. \n\nFollow for more.", "source": null, "retweetCount": 0, "replyCount": 0, "likeCount": 0, "quoteCount": 0, "viewCount": 12, "createdAt": "Fri Oct 30 03:36:08 +0000 2026", "lang": "en", "bookmarkCount": 0, "isReply": false, "inReplyToId": null, "conversationId": "2116011242951196911", "media": [ { "type": "video", "url": "https://pbs.twimg.com/amplify_video_thumb/2116010766713159680/img/xDN5vc9HUuAejD76.jpg", "expanded_url": "https://x.com/CryptoAmerica_1/status/2116011242951196911/video/1", "video_url": "https://video.twimg.com/amplify_video/2116010766713159680/vid/avc1/1080x2028/vV2M2oYNPavq_-Zl.mp4?tag=29" } ], "inReplyToUserId": null, "author": { "type": "user", "userName": "CryptoAmerica_1", "url": "https://x.com/CryptoAmerica_1", "id": "1340515451223355394", "name": "CryptoAmerica.base.eth", "isVerified": false, "isBlueVerified": true, "profilePicture": "https://pbs.twimg.com/profile_images/2019542454404542469/z7hGNiWV_normal.jpg", "coverPicture": "https://pbs.twimg.com/profile_banners/1340515451223355394/1770331416", "description": "I kinda like Crypto and America", "location": "Texas, USA", "followers": 293, "following": 419, "createdAt": "Sun Dec 20 04:33:01 +0000 2020", "canDm": false }, "quoted_tweet": null, "retweeted_tweet": null }, { "type": "tweet", "id": "2113539457895084515", "url": "https://x.com/rawattsumit/status/2113539457895084515", "twitterUrl": "https://twitter.com/rawattsumit/status/2113539457895084515", "text": "Btw $12 billion company vibe coded ui https://t.co/TG5WDeagfT", "source": null, "retweetCount": 0, "replyCount": 2, "likeCount": 3, "quoteCount": 0, "viewCount": 149, "createdAt": "Fri Oct 23 07:54:09 +0000 2026", "lang": "en", "bookmarkCount": 0, "isReply": false, "inReplyToId": null, "conversationId": "2113539457895084515", "media": [ { "type": "photo", "url": "https://pbs.twimg.com/media/HVTMtd3bwAEBlB1.jpg", "expanded_url": "https://x.com/rawattsumit/status/2113539457895084515/photo/1", "video_url": null }, { "type": "photo", "url": "https://pbs.twimg.com/media/HVTMtd2bsAAMIRT.jpg", "expanded_url": "https://x.com/rawattsumit/status/2113539457895084515/photo/1", "video_url": null } ], "inReplyToUserId": null, "author": { "type": "user", "userName": "rawattsumit", "url": "https://x.com/rawattsumit", "id": "1977041426946179073", "name": "Sumit Rawat", "isVerified": false, "isBlueVerified": true, "profilePicture": "https://pbs.twimg.com/profile_images/2109611308350054400/CqorPrUl_normal.jpg", "coverPicture": "https://pbs.twimg.com/profile_banners/1977041426946179073/1788168664", "description": "20 y/o dropout founder.\nBuilding AI UGC videos for brands.\nShipped 10+ products, most failed.", "location": "San Francisco, CA", "followers": 850, "following": 602, "createdAt": "Sat Oct 11 15:59:56 +0000 2025", "canDm": false }, "quoted_tweet": null, "retweeted_tweet": null }, { "type": "tweet", "id": "2112596671112888748", "url": "https://x.com/sreenandhanpp/status/2112596671112888748", "twitterUrl": "https://twitter.com/sreenandhanpp/status/2112596671112888748", "text": "Next billion-dollar idea \n\nAn AI model that autonomously tests vibe-coded apps, finds bugs, identifies security vulnerabilities, and fixes them before users ever see them. \n\nWhat are your thoughts on this?", "source": "Twitter for Android", "retweetCount": 0, "replyCount": 5, "likeCount": 4, "quoteCount": 0, "viewCount": 111, "createdAt": "Tue Oct 20 17:27:51 +0000 2026", "lang": "en", "bookmarkCount": 0, "isReply": false, "inReplyToId": null, "conversationId": "2112596671112888748", "media": [], "inReplyToUserId": null, "author": { "type": "user", "userName": "sreenandhanpp", "url": "https://x.com/sreenandhanpp", "id": "1663195227103051776", "name": "Sreenandhan", "isVerified": false, "isBlueVerified": true, "profilePicture": "https://pbs.twimg.com/profile_images/2056650069055787009/hG3EBNLg_normal.jpg", "coverPicture": "https://pbs.twimg.com/profile_banners/1663195227103051776/1784130699", "description": "Indie developer building small SaaS \ud83d\ude80 | Focused on simple tools that solve real problems | Join the waiting list: https://t.co/owuyAzalBN", "location": "India", "followers": 2460, "following": 2048, "createdAt": "Mon May 29 14:49:47 +0000 2023", "canDm": true }, "quoted_tweet": null, "retweeted_tweet": null }, { "type": "tweet", "id": "2116197747841798342", "url": "https://x.com/jlaceybrand/status/2116197747841798342", "twitterUrl": "https://twitter.com/jlaceybrand/status/2116197747841798342", "text": "# Same AI agents. Same prompts. Same code.\n# Different headlines.\n\nif age < 21:\n project = \"the next billion-dollar startup\"\nelse:\n project = \"vibe coded slop\"", "source": null, "retweetCount": 0, "replyCount": 0, "likeCount": 0, "quoteCount": 0, "viewCount": 9, "createdAt": "Fri Oct 30 15:57:14 +0000 2026", "lang": "en", "bookmarkCount": 0, "isReply": false, "inReplyToId": null, "conversationId": "2116197747841798342", "media": [], "inReplyToUserId": null, "author": { "type": "user", "userName": "jlaceybrand", "url": "https://x.com/jlaceybrand", "id": "767914049946390528", "name": "JLacey", "isVerified": false, "isBlueVerified": true, "profilePicture": "https://pbs.twimg.com/profile_images/1744492590563524608/aiIQaSZa_normal.jpg", "coverPicture": "https://pbs.twimg.com/profile_banners/767914049946390528/1704242385", "description": "Changing the way videos and live streams are experienced @GENESISrealmsVR", "location": "Beyond The Great Filter", "followers": 93, "following": 141, "createdAt": "Tue Aug 23 02:39:11 +0000 2016", "canDm": true }, "quoted_tweet": null, "retweeted_tweet": null }, { "type": "tweet", "id": "2012928235227476221", "url": "https://x.com/BigCryptoUAA/status/2012928235227476221", "twitterUrl": "https://twitter.com/BigCryptoUAA/status/2012928235227476221", "text": "\ud83d\udfe2 $RALPH wil be First memecoin from vibe coding thats hit 1 billion market capitalization!\n\nSpread Vibe!\n\n#meme #airdrop #vibecoding https://t.co/OUvod4TUnI", "source": null, "retweetCount": 2, "replyCount": 3, "likeCount": 37, "quoteCount": 0, "viewCount": 9048, "createdAt": "Sun Jan 18 16:41:04 +0000 2026", "lang": "en", "bookmarkCount": 1, "isReply": false, "inReplyToId": null, "conversationId": "2012928235227476221", "media": [ { "type": "photo", "url": "https://pbs.twimg.com/media/G-9bj_7WsAAUzxj.jpg", "expanded_url": "https://x.com/BigCryptoUAA/status/2012928235227476221/photo/1", "video_url": null } ], "inReplyToUserId": null, "author": { "type": "user", "userName": "BigCryptoUAA", "url": "https://x.com/BigCryptoUAA", "id": "1089504071248158721", "name": "BigPump", "isVerified": false, "isBlueVerified": false, "profilePicture": "https://pbs.twimg.com/profile_images/2101567265531408385/csocJIvE_normal.jpg", "coverPicture": "https://pbs.twimg.com/profile_banners/1089504071248158721/1789887657", "description": "Crypto researcher, Content creator, Degen trader!\n\nREADY FOR $JUMP", "location": "", "followers": 1017, "following": 345, "createdAt": "Sun Jan 27 12:43:07 +0000 2019", "canDm": true }, "quoted_tweet": { "id": "2012650041174024506", "text": "For the attention of all washed KOLs, trencher, and Fortnite pro players:\n\nYou might have realized by now that vibe-coded products are becoming the next big thing.\n\nHereby, IdeaRalph has a proposal:\n\nWhat if every vibe-coded product had a coin:\nto pay the Claude, servers, https://t.co/HpRIa4kimp", "user": { "name": "Meta Alchemist", "screen_name": "meta_alchemist" } }, "retweeted_tweet": null }, { "type": "tweet", "id": "2008199060126138730", "url": "https://x.com/Mrbankstips/status/2008199060126138730", "twitterUrl": "https://twitter.com/Mrbankstips/status/2008199060126138730", "text": "https://t.co/Rpi7FxlYAP", "source": null, "retweetCount": 746, "replyCount": 293, "likeCount": 2992, "quoteCount": 66, "viewCount": 283172, "createdAt": "Mon Jan 05 15:29:01 +0000 2026", "lang": "zxx", "bookmarkCount": 5289, "isReply": false, "inReplyToId": null, "conversationId": "2008199060126138730", "media": [], "inReplyToUserId": null, "author": { "type": "user", "userName": "Mrbankstips", "url": "https://x.com/Mrbankstips", "id": "1921427474", "name": "MrBanks\ud83d\udcb0", "isVerified": false, "isBlueVerified": true, "profilePicture": "https://pbs.twimg.com/profile_images/1549029959531896835/1jp0vm0l_normal.jpg", "coverPicture": "https://pbs.twimg.com/profile_banners/1921427474/1610783543", "description": "Crypto Coach + Bet Pro |Entrepreneur| Angel Investor|TRADER|Technophile/Philanthropist/\u25aa\ufe0f#BETRESPONSIBLY\ud83d\udd1e", "location": "In profit \ud83d\udcb0 ", "followers": 2100872, "following": 3280, "createdAt": "Mon Sep 30 21:58:40 +0000 2013", "canDm": true }, "quoted_tweet": null, "retweeted_tweet": null }, { "type": "tweet", "id": "2113642809253126249", "url": "https://x.com/omarvvvr/status/2113642809253126249", "twitterUrl": "https://twitter.com/omarvvvr/status/2113642809253126249", "text": "Where\u2019s the first billion-dollar vibe coded company?", "source": null, "retweetCount": 1, "replyCount": 27, "likeCount": 33, "quoteCount": 0, "viewCount": 1857, "createdAt": "Fri Oct 23 14:44:49 +0000 2026", "lang": "en", "bookmarkCount": 1, "isReply": false, "inReplyToId": null, "conversationId": "2113642809253126249", "media": [], "inReplyToUserId": null, "author": { "type": "user", "userName": "omarvvvr", "url": "https://x.com/omarvvvr", "id": "1911127930219962368", "name": "Omar", "isVerified": false, "isBlueVerified": true, "profilePicture": "https://pbs.twimg.com/profile_images/2107427359229968384/AXUHeLhf_normal.jpg", "coverPicture": "https://pbs.twimg.com/profile_banners/1911127930219962368/1789900493", "description": "20 | Founder\nGrow on X https://t.co/rOzoHr86EF ($1.073MRR)\n\nget the playbook\u2192 https://t.co/emFm1pCNni", "location": "Subscribe to my channel \u2b07\ufe0f", "followers": 4079, "following": 1628, "createdAt": "Sat Apr 12 18:43:25 +0000 2025", "canDm": true }, "quoted_tweet": null, "retweeted_tweet": null }, { "type": "tweet", "id": "2117604063508328819", "url": "https://x.com/VCapitalM/status/2117604063508328819", "twitterUrl": "https://twitter.com/VCapitalM/status/2117604063508328819", "text": "https://t.co/l8259BgvIn", "source": null, "retweetCount": 0, "replyCount": 0, "likeCount": 1, "quoteCount": 1, "viewCount": 136, "createdAt": "Tue Nov 03 13:05:26 +0000 2026", "lang": "zxx", "bookmarkCount": 0, "isReply": false, "inReplyToId": null, "conversationId": "2117604063508328819", "media": [], "inReplyToUserId": null, "author": { "type": "user", "userName": "VCapitalM", "url": "https://x.com/VCapitalM", "id": "1838148365382533120", "name": "Nicco", "isVerified": false, "isBlueVerified": true, "profilePicture": "https://pbs.twimg.com/profile_images/2002379044361277440/bEyKVnMp_normal.jpg", "coverPicture": "https://pbs.twimg.com/profile_banners/1838148365382533120/1793439944", "description": "Founder. I build AI agents and help founders run agent teams. Built Aion Coach and Speak Indo.", "location": "Barcelona", "followers": 74, "following": 127, "createdAt": "Mon Sep 23 09:28:35 +0000 2024", "canDm": false }, "quoted_tweet": null, "retweeted_tweet": null }, { "type": "tweet", "id": "2049708573110984742", "url": "https://x.com/markgadala/status/2049708573110984742", "twitterUrl": "https://twitter.com/markgadala/status/2049708573110984742", "text": "This is wild.\n\nSomeone vibe coded a live tool to try and guess Satoshi's private keys and gain access to $130 billion in Bitcoin.\n\nhttps://t.co/qZ6CPCZbB0 https://t.co/2Pzhu2iUfJ", "source": null, "retweetCount": 6, "replyCount": 4, "likeCount": 25, "quoteCount": 2, "viewCount": 3486, "createdAt": "Thu Apr 30 04:33:00 +0000 2026", "lang": "en", "bookmarkCount": 20, "isReply": false, "inReplyToId": null, "conversationId": "2049708573110984742", "media": [ { "type": "video", "url": "https://pbs.twimg.com/amplify_video_thumb/2049666231540563968/img/Lyyn-lc-SJWcGYwO.jpg", "expanded_url": "https://x.com/markgadala/status/2049708573110984742/video/1", "video_url": "https://video.twimg.com/amplify_video/2049666231540563968/vid/avc1/796x628/99OrtBLB4PHzeo3b.mp4?tag=21" } ], "inReplyToUserId": null, "author": { "type": "user", "userName": "markgadala", "url": "https://x.com/markgadala", "id": "1375529736", "name": "Mark Gadala-Maria", "isVerified": false, "isBlueVerified": true, "profilePicture": "https://pbs.twimg.com/profile_images/1904279027013001216/STf4Q5To_normal.jpg", "coverPicture": "https://pbs.twimg.com/profile_banners/1375529736/1792696056", "description": "Focused on AI, Local AI, & Cybersecurity.\n\nYouTube: https://t.co/fmpsf4kaxX", "location": "Keep Your Website Secure\u2192", "followers": 80519, "following": 573, "createdAt": "Tue Apr 23 21:39:44 +0000 2013", "canDm": true }, "quoted_tweet": null, "retweeted_tweet": null }, { "type": "tweet", "id": "2044075842674770184", "url": "https://x.com/litcapital/status/2044075842674770184", "twitterUrl": "https://twitter.com/litcapital/status/2044075842674770184", "text": "\u201cYou\u2019re laughing? SaaS stocks have wiped out over $300 billion in market cap due to vibe coded apps, now there\u2019s a new layer that can make vibe-coded software enterprise grade and you\u2019re laughing? We\u2019re about to go much lower\u201d https://t.co/DVowUVdxcq", "source": null, "retweetCount": 10, "replyCount": 8, "likeCount": 240, "quoteCount": 1, "viewCount": 112031, "createdAt": "Tue Apr 14 15:30:32 +0000 2026", "lang": "en", "bookmarkCount": 105, "isReply": false, "inReplyToId": null, "conversationId": "2044075842674770184", "media": [ { "type": "photo", "url": "https://pbs.twimg.com/media/HF4EJTmasAAVTR0.jpg", "expanded_url": "https://x.com/litcapital/status/2044075842674770184/photo/1", "video_url": null } ], "inReplyToUserId": null, "author": { "type": "user", "userName": "litcapital", "url": "https://x.com/litcapital", "id": "932630991298007041", "name": "litquidity", "isVerified": false, "isBlueVerified": true, "profilePicture": "https://pbs.twimg.com/profile_images/1611406816130338816/KWJfnndd_normal.jpg", "coverPicture": "https://pbs.twimg.com/profile_banners/932630991298007041/1641186672", "description": "founder @litquidityvc // newsletters @exec_sum & @cryptosum_ // @baincapvc scout // trade on polymarket: https://t.co/kXGzvIdxOS", "location": "Miami / NYC", "followers": 1681334, "following": 1193, "createdAt": "Mon Nov 20 15:25:30 +0000 2017", "canDm": true }, "quoted_tweet": { "id": "2044053102563828211", "text": "Introducing Superblocks 2.0: AI-generated enterprise apps \u2013 finally under IT control.\n\nVibe-coded apps just became the #1 attack vector in the enterprise.\n\nBusiness teams are building on production data, while IT has zero visibility.\n\nNo reviews. No audits. No permissions. No https://t.co/WlvTM3kAuq", "user": { "name": "Brad Menezes", "screen_name": "bradmenezes" } }, "retweeted_tweet": null }, { "type": "tweet", "id": "2094663100909695435", "url": "https://x.com/m7mdkj/status/2094663100909695435", "twitterUrl": "https://twitter.com/m7mdkj/status/2094663100909695435", "text": "I am so sorry but this company is seriously disappointing for the amount of money it burns and it really needs to be reevaluated.\n\nThis is generic vibe-coded AI slop that can be done in an afternoon, this is not a billion-dollar corporation\u2019s product.", "source": null, "retweetCount": 19, "replyCount": 15, "likeCount": 649, "quoteCount": 4, "viewCount": 187094, "createdAt": "Tue Sep 01 05:46:14 +0000 2026", "lang": "en", "bookmarkCount": 315, "isReply": false, "inReplyToId": null, "conversationId": "2094663100909695435", "media": [], "inReplyToUserId": null, "author": { "type": "user", "userName": "m7mdkj", "url": "https://x.com/m7mdkj", "id": "253479415", "name": "MJ", "isVerified": false, "isBlueVerified": false, "profilePicture": "https://pbs.twimg.com/profile_images/2113983115286728704/LgLJQKlj_normal.jpg", "coverPicture": "https://pbs.twimg.com/profile_banners/253479415/1786705127", "description": "", "location": "", "followers": 269, "following": 147, "createdAt": "Thu Feb 17 09:56:23 +0000 2011", "canDm": true }, "quoted_tweet": { "id": "2094499714985037920", "text": "\u0645\u0627\u0639\u0627\u062f \u0641\u064a\u0647 \u0645\u0648\u0638\u0641 \u064a\u0633\u062a\u0642\u064a\u0644 \u0648\u062a\u0636\u064a\u0639 \u0628\u0639\u062f\u0647 \u062a\u0641\u0627\u0635\u064a\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u0627\u062a \u0648\u063a\u064a\u0631\u0647\u0627. \n\n\u062d\u0644 \u062c\u062f\u064a\u062f \u0645\u0646 @HUMAIN \u062a\u0645 \u0627\u0633\u062a\u0639\u0631\u0627\u0636\u0647 \u0627\u0644\u064a\u0648\u0645 \u0641\u064a Leap \n\n\u0631\u0627\u062d \u064a\u062d\u0644 \u0645\u0634\u0643\u0644\u0629 \u062a\u0639\u0627\u0646\u064a \u0645\u0646\u0647\u0627 \u0628\u0639\u0636 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0648\u0627\u0644\u062c\u0647\u0627\u062a https://t.co/ImLhcfdKOW", "user": { "name": "\u0633\u0627\u0644\u0645 \u0627\u0644\u062f\u0644\u0628\u062d\u064a \uf8ff", "screen_name": "Salem_Aldalbhe" } }, "retweeted_tweet": null }, { "type": "tweet", "id": "2115846085222785155", "url": "https://x.com/stockmarketgems/status/2115846085222785155", "twitterUrl": "https://twitter.com/stockmarketgems/status/2115846085222785155", "text": "Vibe coding in 2026:\n\nMe: \"Build me the next billion-dollar startup.\" \ud83d\ude80\n\nAI: \"Done.\"\n\nMe: \"Why is the login button selling crypto?\" \ud83d\udc80\ud83d\ude02\n\nMe: \"Ship it anyway.\" \ud83e\udd1d\ud83e\udd16", "source": null, "retweetCount": 0, "replyCount": 1, "likeCount": 0, "quoteCount": 0, "viewCount": 52, "createdAt": "Thu Oct 29 16:39:51 +0000 2026", "lang": "en", "bookmarkCount": 0, "isReply": false, "inReplyToId": null, "conversationId": "2115846085222785155", "media": [], "inReplyToUserId": null, "author": { "type": "user", "userName": "stockmarketgems", "url": "https://x.com/stockmarketgems", "id": "847148722127454208", "name": "The Wealth Signal\ud83e\ude75", "isVerified": false, "isBlueVerified": false, "profilePicture": "https://pbs.twimg.com/profile_images/2116951017380335616/9T2ynnre_normal.jpg", "coverPicture": "https://pbs.twimg.com/profile_banners/847148722127454208/1793555429", "description": "AI, money & business. Research-backed insights, useful tools and ideas to help you think smarter and build wealth. No hype. Just signal.", "location": "", "followers": 581, "following": 17, "createdAt": "Wed Mar 29 18:09:29 +0000 2017", "canDm": true }, "quoted_tweet": null, "retweeted_tweet": null }, { "type": "tweet", "id": "2112748444708421676", "url": "https://x.com/Matt_Bright/status/2112748444708421676", "twitterUrl": "https://twitter.com/Matt_Bright/status/2112748444708421676", "text": "Footage from my livestream where I vibe coded a billion dollar SaaS. https://t.co/MOHeDYGZor", "source": null, "retweetCount": 0, "replyCount": 0, "likeCount": 5, "quoteCount": 0, "viewCount": 264, "createdAt": "Wed Oct 21 03:30:56 +0000 2026", "lang": "en", "bookmarkCount": 0, "isReply": false, "inReplyToId": null, "conversationId": "2112748444708421676", "media": [ { "type": "video", "url": "https://pbs.twimg.com/amplify_video_thumb/2112748295282208768/img/8lPWX61E-vaB9sRo.jpg", "expanded_url": "https://x.com/Matt_Bright/status/2112748444708421676/video/1", "video_url": "https://video.twimg.com/amplify_video/2112748295282208768/vid/avc1/1168x476/Rq3PkmNOYjZE-mN1.mp4?tag=29" } ], "inReplyToUserId": null, "author": { "type": "user", "userName": "Matt_Bright", "url": "https://x.com/Matt_Bright", "id": "176754912", "name": "Matt Bright", "isVerified": false, "isBlueVerified": true, "profilePicture": "https://pbs.twimg.com/profile_images/2090553716642635778/KA_P9YWj_normal.jpg", "coverPicture": "https://pbs.twimg.com/profile_banners/176754912/1790547036", "description": "All tokens no talent.\n\nI like tinkering/learning stuff. \nDrive big trucks too.\n\nLove computers, technology and how it works or doesn\u2019t. \nDad. Husband. Life. \ud83e\udee1", "location": "Australia ", "followers": 381, "following": 1869, "createdAt": "Tue Aug 10 10:32:22 +0000 2010", "canDm": true }, "quoted_tweet": null, "retweeted_tweet": null }, { "type": "tweet", "id": "2034857069665230933", "url": "https://x.com/aakashgupta/status/2034857069665230933", "twitterUrl": "https://twitter.com/aakashgupta/status/2034857069665230933", "text": "Apple added AI coding agents from Anthropic and OpenAI to Xcode 26.3 two weeks ago. Today it's blocking the two biggest independent vibe coding apps from updating in the App Store.\n\nReplit just raised $400 million at a $9 billion valuation. It generated $240 million in revenue last year and is targeting $1 billion in ARR by December. Since January, when Apple froze its updates, Replit dropped from first to third in the developer tools download chart. Two months of blocked updates did what no competitor could.\n\nThe stated reason: \"longstanding App Store rules\" against apps running code that changes their own functionality. The actual targets: embedded web views that preview generated apps, and the ability to create software for Apple devices.\n\nThink about what Apple is asking. Replit has to open its generated apps in Safari instead of inside its own app. That kills the seamless build-test loop that makes the product work. Vibecode has to remove the ability to generate iOS apps entirely. Apple's message to Vibecode is that you can exist in the App Store as long as you don't make things for the App Store.\n\nApple's Services division did $108 billion last year. The App Store contributes an estimated $40 billion of that. Every app built through Replit or Vibecode that ships as a web app instead of a native iOS app is revenue Apple never touches. The 30% commission on a $0 App Store listing is $0.\n\nVibe coding tools let a marketer or a small business owner describe an app in English and have it running in minutes. That capability routes around the App Store entirely. Apple saw 50 million Replit users building apps that don't need App Store approval, don't pay the 30% cut, and don't require Xcode.\n\nSo Apple put vibe coding in Xcode and froze it everywhere else. The policy isn't about code execution rules from 2009. The policy is about who gets to be the on-ramp.", "source": null, "retweetCount": 42, "replyCount": 47, "likeCount": 276, "quoteCount": 5, "viewCount": 89497, "createdAt": "Fri Mar 20 04:58:25 +0000 2026", "lang": "en", "bookmarkCount": 119, "isReply": false, "inReplyToId": null, "conversationId": "2034857069665230933", "media": [], "inReplyToUserId": null, "author": { "type": "user", "userName": "aakashgupta", "url": "https://x.com/aakashgupta", "id": "101805159", "name": "Aakash Gupta", "isVerified": false, "isBlueVerified": true, "profilePicture": "https://pbs.twimg.com/profile_images/2021355466216062976/8MDXp7vR_normal.jpg", "coverPicture": "https://pbs.twimg.com/profile_banners/101805159/1793830593", "description": "\u270d\ufe0f https://t.co/8fvSCtBv5Q \ud83d\udcbc https://t.co/STzr4nqxnm \ud83e\udd1d https://t.co/SqC3jTyP03 \ud83c\udf99\ufe0f https://t.co/fmB6Zf5UZv", "location": "Newsletter: Join 240K+ \ud83d\udc49", "followers": 336383, "following": 877, "createdAt": "Mon Jan 04 16:46:37 +0000 2010", "canDm": true }, "quoted_tweet": { "id": "2034721571726630953", "text": "Apple has quietly halted App Store updates for popular AI \"vibe-coding\" applications most notably the $9 billion startup Replit and mobile app builder Vibecode.\n\nAfter months of pushback, Apple is reportedly demanding major UX changes. \n\nReplit is being asked to force its https://t.co/gSrIcEUxNv", "user": { "name": "Wes Roth", "screen_name": "WesRoth" } }, "retweeted_tweet": null }, { "type": "tweet", "id": "2115793938024173623", "url": "https://x.com/something2520/status/2115793938024173623", "twitterUrl": "https://twitter.com/something2520/status/2115793938024173623", "text": "\u6700\u8fd1\u7684 Vibe Coding \u6218\u7ee9\uff0c\u7d2f\u8ba1 23 \u4ebf Token\u3002\ud83d\ude02\n\n\u4ece\u6700\u521d\u7684 AI \u8f85\u52a9\u7f16\u7a0b\uff0c\u5230\u591a Agent \u534f\u4f5c\u3001\u4efb\u52a1\u62c6\u89e3\u3001\u4ea4\u53c9\u9a8c\u8bc1\u3001\u9010\u6b65\u9a8c\u6536\uff0c\u7ec8\u4e8e\u6478\u7d22\u51fa\u4e86\u4e00\u5957\u80fd\u5b9e\u9645\u4ea4\u4ed8\u5e94\u7528 Demo \u7684 AI \u7814\u53d1\u5de5\u4f5c\u6d41\u3002\n\n\u73b0\u5728\u8d8a\u6765\u8d8a\u89c9\u5f97\uff0cAI \u65f6\u4ee3\u771f\u6b63\u91cd\u8981\u7684\uff0c\u4e0d\u662f\u54ea\u4e2a\u6a21\u578b\u6700\u806a\u660e\uff0c\u800c\u662f\u5982\u4f55\u8ba9\u4e0d\u540c\u6a21\u578b\u9ad8\u6548\u534f\u4f5c\u3001\u6301\u7eed\u7ea0\u9519\uff0c\u7528\u66f4\u4f4e\u7684\u6210\u672c\u628a\u60f3\u6cd5\u53d8\u6210\u771f\u6b63\u80fd\u8fd0\u884c\u7684\u7cfb\u7edf\u3002\n\n\u6a21\u578b\u53ef\u4ee5\u968f\u65f6\u66ff\u6362\uff0c\u5de5\u4f5c\u6d41\u548c\u5de5\u7a0b\u80fd\u529b\u624d\u662f\u81ea\u5df1\u7684\u3002\n\n\u7ee7\u7eed\u8fed\u4ee3\u3002\ud83d\ude80 \nMy latest Vibe Coding milestone: 2.3 billion tokens processed! \ud83d\ude02\n\nFrom basic AI-assisted coding to multi-agent collaboration, task decomposition, cross-validation, and step-by-step verification, I've finally built an AI-powered development workflow capable of delivering real, functional application demos.\n\nThe more I work with AI, the more I realize that the future isn't just about which model is the smartest. It's about orchestrating different AI models efficiently, continuously identifying and correcting errors, and turning ideas into working systems at a fraction of the traditional cost.\n\nAI models are replaceable. The workflow, engineering expertise, and problem-solving capabilities are what truly belong to you.\n\nKeep building. Keep optimizing. Keep evolving. \ud83d\ude80", "source": null, "retweetCount": 0, "replyCount": 1, "likeCount": 0, "quoteCount": 0, "viewCount": 17, "createdAt": "Thu Oct 29 13:12:39 +0000 2026", "lang": "zh", "bookmarkCount": 0, "isReply": false, "inReplyToId": null, "conversationId": "2115793938024173623", "media": [ { "type": "photo", "url": "https://pbs.twimg.com/media/HVzPNwcbsAAkCob.jpg", "expanded_url": "https://x.com/something2520/status/2115793938024173623/photo/1", "video_url": null } ], "inReplyToUserId": null, "author": { "type": "user", "userName": "something2520", "url": "https://x.com/something2520", "id": "1878682509304844288", "name": "\u8001\u738b\uff5cAI FDE \u00b7 \u7f51\u7edc\u5de5\u7a0b Lao Wang\uff5cAI \u00d7 Infrastructure", "isVerified": false, "isBlueVerified": false, "profilePicture": "https://pbs.twimg.com/profile_images/2115798452273823744/UtiEsbY2_normal.jpg", "coverPicture": "https://pbs.twimg.com/profile_banners/1878682509304844288/1793280637", "description": "AI FDE\uff5c10+ \u5e74 IT \u57fa\u7840\u8bbe\u65bd\u4e0e\u7f51\u7edc\u5de5\u7a0b\u7ecf\u9a8c\n\nMulti-Agent Workflow \u00b7 Vibe Coding \u00b7 AI Engineering\n\n\u4e13\u6ce8\u4f01\u4e1a AI \u5e94\u7528\u843d\u5730\uff0c\u5206\u4eab AI \u5de5\u7a0b\u5b9e\u8df5\u3001\u7f51\u7edc\u6280\u672f\u4e0e\u6548\u7387\u5de5\u5177\u3002\ud83d\ude80", "location": "", "followers": 238, "following": 272, "createdAt": "Mon Jan 13 05:56:44 +0000 2025", "canDm": true }, "quoted_tweet": null, "retweeted_tweet": null }, { "type": "tweet", "id": "2013795032055033913", "url": "https://x.com/MarketProphit/status/2013795032055033913", "twitterUrl": "https://twitter.com/MarketProphit/status/2013795032055033913", "text": "https://t.co/fqqI8BgdyS", "source": null, "retweetCount": 20, "replyCount": 60, "likeCount": 115, "quoteCount": 1, "viewCount": 574071, "createdAt": "Wed Jan 21 02:05:24 +0000 2026", "lang": "zxx", "bookmarkCount": 5, "isReply": false, "inReplyToId": null, "conversationId": "2013795032055033913", "media": [], "inReplyToUserId": null, "author": { "type": "user", "userName": "MarketProphit", "url": "https://x.com/MarketProphit", "id": "1423717651071840258", "name": "Market Prophit", "isVerified": false, "isBlueVerified": true, "profilePicture": "https://pbs.twimg.com/profile_images/1423718577299984388/UVlI_qLh_normal.jpg", "coverPicture": "https://pbs.twimg.com/profile_banners/1423717651071840258/1684652336", "description": "Using AI to Rank social media accounts based on the accuracy of their crypto posts. Identifying the #SmartMoney in the Crowd. Posts are not financial advice.", "location": "", "followers": 48160, "following": 38048, "createdAt": "Fri Aug 06 18:50:07 +0000 2021", "canDm": true }, "quoted_tweet": null, "retweeted_tweet": null } ] }, "M_cinematic": { "query": "(cinematic) (\"building in public\" OR \"build in public\" OR \"vibe coding\") (app OR saas) since:2026-01-01", "tweets": [ { "type": "tweet", "id": "2031294002629415398", "url": "https://x.com/kloss_xyz/status/2031294002629415398", "twitterUrl": "https://twitter.com/kloss_xyz/status/2031294002629415398", "text": "https://t.co/3T1g9iacyi", "source": null, "retweetCount": 37, "replyCount": 32, "likeCount": 211, "quoteCount": 5, "viewCount": 30885, "createdAt": "Tue Mar 10 09:00:04 +0000 2026", "lang": "zxx", "bookmarkCount": 187, "isReply": false, "inReplyToId": null, "conversationId": "2031294002629415398", "media": [], "inReplyToUserId": null, "author": { "type": "user", "userName": "kloss_xyz", "url": "https://x.com/kloss_xyz", "id": "1470503969789251589", "name": "kl\u00f6ss", "isVerified": false, "isBlueVerified": true, "profilePicture": "https://pbs.twimg.com/profile_images/1999391201162633219/zKXohr6m_normal.jpg", "coverPicture": "https://pbs.twimg.com/profile_banners/1470503969789251589/1761110811", "description": "AI systems architect. prompt shaman.\ncreative explorer. automation engineer.\nCEO @psychanon @newdawnxyz", "location": "DM for Inquiries", "followers": 81591, "following": 5110, "createdAt": "Mon Dec 13 21:21:26 +0000 2021", "canDm": true }, "quoted_tweet": null, "retweeted_tweet": null }, { "type": "tweet", "id": "2106042137905332612", "url": "https://x.com/amananimates/status/2106042137905332612", "twitterUrl": "https://twitter.com/amananimates/status/2106042137905332612", "text": "I've tested 100+ vibe coding resources this year.\n\nThese are the 25 I actually kept, grouped by what you're stuck on.\n\nBookmark this \ud83d\udd16\n\n1.\u2060 \u2060https://t.co/0QEdrNJuNz (mine) - 200+ complete build prompts for 3D, scroll-driven and cinematic websites. \n\u2022\u2060 \u2060Each one is a full design brief, not a component you drop in. \n\u2022\u2060 \u2060Copy the prompt, paste it into Claude Code or Cursor, and you get a whole animated site in minutes, not a blank page and a lot of guessing. \n\u2022\u2060 \u2060Built for founders and freelancers who want award-level sites without a design team\n\n2.\u2060 \u2060https://t.co/Fl0uvzJ9EU - design systems as markdown your agent can read\n3.\u2060 \u2060https://t.co/LoWGUi2TxK - ready-made prompts for dashboards and landing pages\n4.\u2060 \u2060https://t.co/KmOoGODTZq - curated high-end sites\n5.\u2060 \u2060https://t.co/IUzPmr7xbU - real UI inspiration mapped to prompts\n6.\u2060 \u2060https://t.co/cxlfDWRmgH - 2,000+ real product styles with typography\n7.\u2060 \u2060https://t.co/A1UOtcaFDA - 2,600+ examples of how top design systems solve the same element\n8.\u2060 \u2060https://t.co/GXGZkWwyfG - real app screenshots for mobile\n9.\u2060 \u2060https://t.co/kj7FnrwoVM - navigation patterns\n10.\u2060 \u2060https://t.co/k25A3XTvZO - footer layouts\n11.\u2060 \u2060https://t.co/ZE5iPczbj3 - conversion-tested forms, popups and buttons\n12.\u2060 \u2060https://t.co/47teVnVF2E - component registry that plugs into agents via MCP\n13.\u2060 \u2060https://t.co/d89emsf5wW - still the gold standard\n14.\u2060 \u2060https://t.co/q8joKg88sO - 200+ animated React and Tailwind components\n15.\u2060 \u2060https://t.co/O2DhCoBGKL - animated components\n16.\u2060 \u2060https://t.co/lKE58QJoF2 - advanced interactions\n17.\u2060 \u2060https://t.co/3y76aT2bF7 - open-source UI elements\n18.\u2060 \u2060https://t.co/31nCL2lDj8 - map components, markers, routes, popups\n19.\u2060 \u2060https://t.co/L4KZ8xT15u - 150+ motion effects with React code and prompts\n20.\u2060 \u2060https://t.co/yjXuSB5y3t - micro-interactions\n21.\u2060 \u2060https://t.co/Z6SqggC2P3 - glass refraction components\n22.\u2060 \u2060https://t.co/ibGXlKAn7B - CSS text effects\n23.\u2060 \u2060https://t.co/TiutN8qkZC - lightweight animation engine\n24. https://t.co/rMHbccnZLo - 2,000+ hand-drawn illustrations\n25.\u2060 \u2060https://t.co/rFHy9UuTBw - 3D icons\n\nWhich one should I add next?", "source": null, "retweetCount": 0, "replyCount": 2, "likeCount": 6, "quoteCount": 0, "viewCount": 1248, "createdAt": "Fri Oct 02 15:22:28 +0000 2026", "lang": "en", "bookmarkCount": 10, "isReply": false, "inReplyToId": null, "conversationId": "2106042137905332612", "media": [ { "type": "video", "url": "https://pbs.twimg.com/amplify_video_thumb/2106041983571767296/img/sQ_nErV5uV0ggTkc.jpg", "expanded_url": "https://x.com/amananimates/status/2106042137905332612/video/1", "video_url": "https://video.twimg.com/amplify_video/2106041983571767296/vid/avc1/3532x2160/6MTnvZHh_3NHpymn.mp4?tag=29" } ], "inReplyToUserId": null, "author": { "type": "user", "userName": "amananimates", "url": "https://x.com/amananimates", "id": "1249973664264544257", "name": "Aman Singh", "isVerified": false, "isBlueVerified": true, "profilePicture": "https://pbs.twimg.com/profile_images/2097892612330127360/2AzTFKeJ_normal.jpg", "coverPicture": "https://pbs.twimg.com/profile_banners/1249973664264544257/1789274922", "description": "Co-founder @ https://t.co/0QEdrNJuNz\nI Build Websites that Feel Alive\n300+ prompts & websites", "location": "", "followers": 689, "following": 8, "createdAt": "Tue Apr 14 08:12:13 +0000 2020", "canDm": false }, "quoted_tweet": null, "retweeted_tweet": null }, { "type": "tweet", "id": "2029036405410648486", "url": "https://x.com/DrilonAjdinii/status/2029036405410648486", "twitterUrl": "https://twitter.com/DrilonAjdinii/status/2029036405410648486", "text": "https://t.co/a5pRVsMpVw", "source": null, "retweetCount": 1, "replyCount": 0, "likeCount": 2, "quoteCount": 1, "viewCount": 199, "createdAt": "Wed Mar 04 03:29:11 +0000 2026", "lang": "zxx", "bookmarkCount": 0, "isReply": false, "inReplyToId": null, "conversationId": "2029036405410648486", "media": [], "inReplyToUserId": null, "author": { "type": "user", "userName": "DrilonAjdinii", "url": "https://x.com/DrilonAjdinii", "id": "2706925522", "name": "Drilon Ajdini", "isVerified": false, "isBlueVerified": true, "profilePicture": "https://pbs.twimg.com/profile_images/2024655240134336513/RwcuWfyn_normal.jpg", "coverPicture": "https://pbs.twimg.com/profile_banners/2706925522/1772476863", "description": "", "location": "United Kingdom", "followers": 529, "following": 403, "createdAt": "Sun Jul 13 12:16:03 +0000 2014", "canDm": true }, "quoted_tweet": null, "retweeted_tweet": null }, { "type": "tweet", "id": "2070852381164630023", "url": "https://x.com/undefinedKi/status/2070852381164630023", "twitterUrl": "https://twitter.com/undefinedKi/status/2070852381164630023", "text": "https://t.co/CYsv4s0Ane", "source": null, "retweetCount": 99, "replyCount": 39, "likeCount": 690, "quoteCount": 35, "viewCount": 3133535, "createdAt": "Sat Jun 27 12:50:56 +0000 2026", "lang": "zxx", "bookmarkCount": 2942, "isReply": false, "inReplyToId": null, "conversationId": "2070852381164630023", "media": [], "inReplyToUserId": null, "author": { "type": "user", "userName": "undefinedKi", "url": "https://x.com/undefinedKi", "id": "3075199947", "name": "Yarchi", "isVerified": false, "isBlueVerified": true, "profilePicture": "https://pbs.twimg.com/profile_images/2054664188417413120/DZKz0Tqn_normal.jpg", "coverPicture": "https://pbs.twimg.com/profile_banners/3075199947/1778704231", "description": "AI & tech researcher | Data engineer | Building cool stuff | Sharing everything I learn", "location": "Chicago, IL", "followers": 20708, "following": 518, "createdAt": "Fri Mar 06 17:02:33 +0000 2015", "canDm": true }, "quoted_tweet": null, "retweeted_tweet": null }, { "type": "tweet", "id": "2108563595676299429", "url": "https://x.com/HussainIbarra/status/2108563595676299429", "twitterUrl": "https://twitter.com/HussainIbarra/status/2108563595676299429", "text": "https://t.co/BF6TE1AT9I", "source": null, "retweetCount": 161, "replyCount": 42, "likeCount": 1216, "quoteCount": 30, "viewCount": 268400, "createdAt": "Fri Oct 09 14:21:51 +0000 2026", "lang": "zxx", "bookmarkCount": 3389, "isReply": false, "inReplyToId": null, "conversationId": "2108563595676299429", "media": [], "inReplyToUserId": null, "author": { "type": "user", "userName": "HussainIbarra", "url": "https://x.com/HussainIbarra", "id": "1611324802869993475", "name": "Hussain Ibarra", "isVerified": false, "isBlueVerified": true, "profilePicture": "https://pbs.twimg.com/profile_images/2078041370246455296/XRq-oDSm_normal.jpg", "coverPicture": "https://pbs.twimg.com/profile_banners/1611324802869993475/1777702619", "description": "Condensing the most interesting ideas I find. Posts on business, creativity, and productivity.", "location": "Join 20,000+ readers (free):", "followers": 28810, "following": 67, "createdAt": "Fri Jan 06 11:32:37 +0000 2023", "canDm": true }, "quoted_tweet": null, "retweeted_tweet": null }, { "type": "tweet", "id": "2063860221832044632", "url": "https://x.com/paramiao/status/2063860221832044632", "twitterUrl": "https://twitter.com/paramiao/status/2063860221832044632", "text": "---\ndate: 2026-06-08 07:00:00+08:00\ndraft: false\noriginal_lang: zh\nsummary: Today's focus is on OpenAI's internal strategic shift, as ChatGPT evolves\n from a chat tool into a super-app with integrated Agents. On the technical front,\n Google's Gemma 4 has implemented QAT quantization technology, marking a new phase\n for on-device AI where energy efficiency is a priority. Meanwhile, AI programming\n tools are achieving a closed loop between design and development, but high Token\n consumption is causing the industry to re-examine the narrative around AI cost reduction.\ntitle: 2026-06-08 AI Daily | OpenAI Strategically Restructures \"Super App\"; Edge AI\n Enters QAT Quantization Era\ntranslation_source: gemini\ntranslation_type: system_translated\ntranslation_updated_at: '2026-06-07T23:40:10Z'\n---\n\u2728 2026-06-08 AI Daily | OpenAI Strategically Pivots to \"Super App\"; On-Device AI Enters the QAT Era\n\n\ud83d\udcac Today's focus is on OpenAI's internal strategic pivot, as ChatGPT evolves from a chatbot into a super app integrating Agents. On the technical front, Google's Gemma 4 has implemented QAT technology, signaling a new, efficiency-focused era for on-device AI. Meanwhile, AI coding tools are closing the \"design-to-development\" loop, but their high token consumption is prompting the industry to re-examine the narrative of AI-driven cost reduction.\n\n\ud83d\udd39 \ud83d\udcd6 In-depth Guide to This Issue's Watch List\n\nToday's Watch List focuses on the capital flows and business model restructuring behind AI giants. We recommend paying close attention to the following two dimensions:\n\nFirst, the \"financialization\" trend of top AI labs warrants caution. As the trading volume of unicorns like OpenAI and Anthropic surges in the private secondary market, the valuation logic for top-tier AI assets is entering a \"pre-IPO\" stage. This private equity boom, pioneered by SpaceX, not only reflects the market's long-term optimism for Artificial General Intelligence (AGI) but also indicates that the AI race has evolved into a high-stakes capital endurance contest.\n\nSecond, the new investment guidelines for Agentic AI proposed by Ernst & Young (EY) are a key deep-read for today. The report points out that as AI shifts to a consumption-based business model, the link between corporate spending and valuation is being reshaped. For engineering and financial decision-makers, understanding this paradigm shift from \"tool investment\" to \"value-linked\" spending is crucial for evaluating the long-term ROI of AI agents. Additionally, the frequent use of AI hardware like Plaud at liquidity summits further confirms that on-device AI recording and analysis are becoming the new standard for enterprise productivity tools.\n\n\ud83d\udd39 \ud83c\udf10 Quick Takes: AI Hotspots on X\n\n\ud83d\udd38 Topic 1: OpenAI Launches Codex Use Case Gallery for Developers\n\u2022 Category: AI \u00b7 News\n\u2022 Overview: Trending Time:, Related Posts: 112\n\u2022 What it is: OpenAI has launched the Codex Use Case Gallery, designed to provide developers with concrete examples of the model's application in real-world programming scenarios.\n\u2022 Why it matters: It lowers the barrier for developers to integrate large language models, showcases the broad potential of code generation models beyond autocompletion, and helps accelerate the growth of the AI-driven software development ecosystem.\n\u2022 Discussion overview: The discussion centers on the practical reference value of these use cases, their actual contribution to improving development efficiency, and how to leverage these examples to optimize existing programming workflows.\n\n\ud83d\udd38 Topic 2: Developers Weigh Codex vs Claude Code Amid Upgrade Rumors\n\u2022 Category: AI \u00b7 News\n\u2022 Overview: Trending Time: 21 hours ago, Related Posts: 2900\n\u2022 What it is: The developer community is comparing Anthropic's newly released Claude Code command-line tool with OpenAI's Codex, amidst heated discussions about rumored upgrades for both products.\n\u2022 Why it matters: Programming assistance is one of the most mature and competitive fields for AI implementation. The technological rivalry between these two giants directly impacts developer workflows and the future standards for AI coding tools.\n\u2022 Discussion overview: The conversation focuses on whether Claude Code's Agent-like capabilities for handling complex engineering tasks are superior to Copilot's, and speculation about whether OpenAI will soon release Codex 2 or another major update.\n\n\ud83d\udd38 Topic 3: Developers Debate Codex vs Claude Code as Top AI Tools\n\u2022 Category: AI \u00b7 News\n\u2022 Overview: Trending Time: 14 hours ago, Related Posts: 2500\n\u2022 What it is: Developers are intensely debating whether Codex or Claude Code is currently the top AI programming tool.\n\u2022 Why it matters: This reflects the evolution of AI coding tools from basic code completion to deep engineering collaboration, with the cost-benefit ratio of these tools becoming a key evaluation metric for the industry.\n\u2022 Discussion overview: The discussion centers on the trade-off between Codex's excellent cost-effectiveness and Claude Code's superior performance when used with high-end configurations and sufficient quotas.\n\n\ud83d\udd38 Topic 4: Vibe Coding Takes Center Stage with Pi Network Push\n\u2022 Category: AI \u00b7 News\n\u2022 Overview: Trending Time: 23 hours ago, Related Posts: 908\n\u2022 What it is: The concept of \"Vibe Coding\" has sparked discussion on X, promoted by Pi Network. This approach advocates for building applications through natural language descriptions and high-level intent rather than writing specific code.\n\u2022 Why it matters: This trend signals a paradigm shift in AI programming from \"assistive tools\" to \"intent-driven\" development, heralding a further reduction in the barrier to entry for software development and a potential exponential increase in efficiency.\n\u2022 Discussion overview: The debate focuses on whether this development method will lead to decreased code maintainability and whether it represents the future of programming or is merely a \"black-box\" model suitable only for rapid prototyping.\n\n\ud83d\udd38 Topic 5: Mike Vogel's AI Short 'Mars Landings' Delivers Netflix-Style Sci-Fi Comedy\n\u2022 Category: AI \u00b7 Entertainment\n\u2022 Overview: Trending for: 4 hours ago, Related posts: 254\n\u2022 What happened: Creator Mike Vogel released \"Mars Landings,\" a sci-fi comedy short film produced using AI technology. Its visual effects and narrative pacing are considered to have reached the production quality of a streaming platform.\n\u2022 Why it's important: This work showcases the immense potential of AI in generating high-quality film and television content with coherent narratives and humor, signaling the possibility for individual creators to challenge traditional film industry workflows using AI.\n\u2022 Discussion summary: The discussion focuses on the astonishing advancements in AI video generation, the further lowering of the barrier to content creation, and whether AI can truly master complex comedic timing and cinematic storytelling.\n\n#### AI Public Opinion Summary on X Today\n\nToday's main discourse focuses on the paradigm shift driven by AI in the fields of programming tools and film/television creation. The industry widely recognizes that AI is evolving from a simple auxiliary tool into a core productivity force capable of deep engineering collaboration and high-quality narrative generation. The developer community shows clear divisions in tool selection, mainly reflected in the trade-off between the high cost-effectiveness of Codex and the superior performance of Claude Code. There is also intense debate over whether \"ambient programming\" is a leap in development efficiency or a \"black box\" model that sacrifices code maintainability. As AI-generated content reaches streaming-level quality, public opinion, while marveling at technological progress, also harbors underlying concerns about the potential disruption of traditional film industry workflows and the risk of software engineering's fundamental logic spinning out of control due to over-reliance on intent-driven development.\n\n\ud83d\udd39 \ud83d\udca1 Influencer Insights\n\n\u2728 AI Industry Trends Daily (2026-06-07)\n\n\ud83d\udd39 I. Today's Core Hotspots: The Deep Evolution of On-Device Models and AI Programming Tools\n\n\ud83d\udd38 1.1 On-Device Models: Breaking Through the Tipping Point from \"Usable\" to \"Great\"\n\nThe release of the Google Gemma 4 series has drawn significant attention in the Chinese-speaking community. @zhixianio's hands-on tests indicate that Gemma 4 12B, as an encoderless unified multimodal model, delivers \"perfectly OK accuracy and very high speed\" for English/Japanese speech recognition when run on an M5 Max 128GB device with MLX-VLM. However, its Chinese performance is \"completely off the mark\"\u2014this reveals the uneven maturity of on-device models in multilingual scenarios.\n\nMore noteworthy is the implementation of the QAT (Quantization-Aware Training) technical route. The QAT version released by Google this time is interpreted by @zhixianio as \"assuming from the start of training that it will inevitably be quantized,\" optimizing post-quantization performance from the source. This creates a generational difference from traditional Post-Training Quantization (PTQ) and could become the new benchmark for the memory efficiency and inference speed of on-device models.\n\nDiversification of hardware platforms is advancing in parallel: an AMD Ryzen AI Halo mini PC forwarded by @zhixianio, and @zhixianio's own \"monk-like\" experience using Qwen3.6-35B-A3B-oQ6 (\"response speed is faster than remote LLMs, and its intelligence is online\"), both point to one conclusion: on-device AI has reached a production-ready stage.\n\n\ud83d\udcac **Key Insight**: The competitive focus for on-device models is shifting from \"parameter scale\" to a three-dimensional game of \"quantization efficiency + unified multimodality + hardware synergy.\"\n\n---\n\n\ud83d\udd38 1.2 AI Programming Tools: From \"Coding Assistance\" to a \"Design-Development Closed Loop\"\n\nThe local refactoring of Claude Design is today's most technically profound topic. @dotey, by parsing HAR files and reverse-engineering the Protocol Buffers communication protocol, successfully migrated Claude Design to a local Cursor environment, achieving a complete closed loop of \"describe interface \u2192 generate HTML \u2192 modify with element-level annotations.\"\n\nThe significance of this work lies in:\n\u2022 **Breaking platform lock-in**: Claude Design is native to Claude Desktop; @dotey's Skill solution (`JimLiu/baoyu-design`) allows it to call Opus 4.8 within Cursor.\n\u2022 **Integrated design and development**: The generated HTML/CSS/React/data.js can be directly committed to git version control, allowing the AI to perceive design changes via `git diff`.\n\n@vista8's subjective ranking of front-end aesthetics, presented during a livestream, sparked discussion: `Claude opus 4.8 > kimi2.6 > GPT 5.5 > Deepseek v4 pro > GLM 5.1 > deepseek v4 flash`. It's noteworthy that @dotey's hands-on tests confirmed GPT-5.5 has \"all sorts of issues with UI implementation details and fails to adhere well to the design draft,\" while Opus 4.8 performs significantly better.\nOpenAI's product strategy shift has surfaced: @dotey, citing a Financial Times report, reveals that a senior executive inside OpenAI bluntly stated, \"Chat is dead.\" ChatGPT is being restructured from a \"chatbot\" into a \"super app\"\u2014integrating Codex, AI Agents, image generation, and third-party applications (like Canva, Booking, etc.). The business driver for this redesign is clear: to guide users from low-profit free chat to high-profit enterprise tools, telling a good \"platformization\" story before its IPO.\n\n---\n\n\ud83d\udd38 1.3 New Explorations in Agent Collaboration and Memory Mechanisms\n\n@Pluvio9yte's in-depth experience with Helio demonstrates a collaboration paradigm of \"AI colleagues\" rather than \"AI tools\":\n\u2022 4 AI Agents (Researcher, Copywriter, Tech Lead, Product Manager) have independent email addresses and identity profiles.\n\u2022 **Autonomous collaboration between Agents**: After the Researcher outputs a brief, the Copywriter proactively corrects it (\"The dollar sign is missing from the second data point\"), and the Researcher immediately fixes it and updates the Memory rules.\n\u2022 **Dream mechanism**: Automatically reviews conversations late each night to distill work standards.\n\nThis resonates with the \"Book of Shadows\" reading method proposed by @lijigang\u2014the core capability in the AI era is shifting from \"acquiring information\" to \"leveraging AI to analyze the multidimensional connections within information.\"\n\n---\n\n\ud83d\udd39 2. Unique Perspectives and Industry Foresight\n\n\ud83d\udd38 2.1 The \"Specialization\" Dilemma in Model Capabilities\n\n@vista8 raises a sharp question: Why are the writing abilities of Claude 4.8 and GPT 5.5 inferior to the Claude 4.6 series? The speculation points to a training data skew after going \"All in on Coding\"\u2014when model developers concentrate resources on coding capabilities, general writing skills may degrade. This reveals the challenge of capability trade-offs in multi-task training.\n\n@Pluvio9yte's practical tests provide evidence: GPT-5.5 produces self-contradictory code that \"trips over itself\" in iterative optimization scenarios (\"iterations after MVP\"), raising concerns about the model's ability to maintain long-range consistency.\n\n\ud83d\udd38 2.2 Cost Restructuring: Is AI Programming More Expensive Than Human Programmers?\n\n@ruanyf's calculation has sparked industry reflection: The founder of OpenClaw consumes 603 billion Tokens per month (an estimated value of $1.3 million USD). Even when switching to domestic open-source models (priced at 1/30th to 1/50th of foreign flagships), the annual cost still reaches 2-3 million RMB. This data challenges the simple narrative that \"replacing programmers with AI = cost reduction\" and highlights the trap of scale effects in the Token economy.\n\n\ud83d\udd38 2.3 A New Paradigm for Skill Encapsulation\n\n@lijigang proposes a direction for the evolution of Skills: a \"browser extension mechanism\" could be a viable solution for skill package encapsulation\u2014it's easy to distribute and can be commercialized. This aligns with the Feishu open-source CLI toolkit mentioned by @ruanyf (which gained over 10,000 stars in 40 days), suggesting that competition for platform-level Agent infrastructure is heating up.\n\n---\n\n\ud83d\udd39 3. Recommended Tools and Resources\n\n| Category | Tool/Resource | Source | Core Scenario |\n|:---|:---|:---|:---|\n| On-device Model Execution | mlx-vlm + Gemma 4 QAT | @zhixianio | Local multimodal inference on Mac |\n| AI Design-to-Development Loop | Cursor Design Skill (`JimLiu/baoyu-design`) | @dotey | Run Claude Design workflow locally |\n| Agent Collaboration Platform | Helio | @Pluvio9yte | Multi-Agent autonomous collaboration and memory persistence |\n| Knowledge Management | OpenWiki | @AI_Jasonyu | Auto-fetch \u2192 AI organize \u2192 Knowledge graph generation |\n| Bluetooth Hardware Management | Perculia | @vista8 | One-click Bluetooth device switching from the Mac menu bar |\n| Rapid Mac App Development | Glaze | @vista8 | Generate and publish a Mac App from a single sentence |\n| Codex Workflow Optimization | Goal Instruction Six-Element Template | @vista8 | Structurally define Agent task boundaries |\n| Feishu Office Automation | Feishu open-source CLI toolkit | @ruanyf | Agent invokes office platform capabilities |\n\n---\n\n\ud83d\udd39 4. Key Trend Summary\n\n```\n\u7aef\u4fa7\u5316 \u00d7 \u5e73\u53f0\u5316 \u00d7 \u534f\u4f5c\u5316\n \u2191 \u2191 \u2191\n \u786c\u4ef6 \u4ea7\u54c1\u5f62\u6001 \u7ec4\u7ec7\u65b9\u5f0f\n \u6548\u7387 \u91cd\u6784 \u53d8\u9769\n```\n\nShort-term (3-6 months): QAT-like quantization techniques will become standard for on-device models; the design-to-development loop for AI programming tools will mature.\n\nMid-term (6-12 months): Autonomous collaboration mechanisms between Agents will move from demo to production; the \"specialization\" issue in model capabilities will force adjustments in training strategies.\n\nLong-term (12+ months): \"AI colleagues\" will restructure team organizational forms; the Token cost structure will reshape the business models of the software industry.\n\n\ud83d\udd39 \ud83d\udcda Appendix: Today's Watch List Update Source List\n\n\ud83d\udcac Time window: Last 3 days; 22 sources covered; 1 update in total.\n\n\ud83d\udd38 All-In Podcast (A_full)\n\u2022 **[Inside the Private Stock Market Boom: SpaceX, Anthropic, OpenAI & the Rise of Secondaries](https://t.co/3jkfwuqCo3)**\n - Published: 2026-06-08 02:14 Beijing Time\n - Summary:\n - EY - Agentic AI is introducing new investment rules.\n - As AI shifts to consumption-based models, EY links spending to enterprise value.\n - NYSE - Thanks to our partner NYSE - a modern market and exchange dedicated to building the future.\n - Plaud, our official wearable AI note-taking partner at the All-In Liquidity Summit, captured every insight.\n - Inside the Private Stock Market Boom: SpaceX, Anthropic, OpenAI & the Rise of Secondaries.\n - EN Highlights:\n - (0:00) Brad Gerstner, Gavin Baker, and Kelly Rodriques join the Besties\n - (0:47) Secondary Markets are Booming & Competing with IPOs\n - (3:10) Why Companies are Staying Private So Long\n - (9:22) SPVs, the Forge-Schwab Deal, Democratizing Private Market Access\n\n\ud83d\udd17 Full Article: https://t.co/sKopv0VrBj", "source": null, "retweetCount": 0, "replyCount": 4, "likeCount": 4, "quoteCount": 0, "viewCount": 3229, "createdAt": "Mon Jun 08 05:46:36 +0000 2026", "lang": "en", "bookmarkCount": 0, "isReply": false, "inReplyToId": null, "conversationId": "2063860221832044632", "media": [ { "type": "photo", "url": "https://pbs.twimg.com/media/HKRN7mUakAA3-6f.jpg", "expanded_url": "https://x.com/paramiao/status/2063860221832044632/photo/1", "video_url": null } ], "inReplyToUserId": null, "author": { "type": "user", "userName": "paramiao", "url": "https://x.com/paramiao", "id": "143502228", "name": "paramiao kong", "isVerified": false, "isBlueVerified": true, "profilePicture": "https://pbs.twimg.com/profile_images/3399471946/11066acb4caf055869ecbd3e3b409ef0_normal.jpeg", "coverPicture": "https://pbs.twimg.com/profile_banners/143502228/1770023597", "description": "", "location": "hong kong", "followers": 180, "following": 220, "createdAt": "Thu May 13 16:59:46 +0000 2010", "canDm": false }, "quoted_tweet": null, "retweeted_tweet": null }, { "type": "tweet", "id": "2028105681975595381", "url": "https://x.com/socialbumpkin/status/2028105681975595381", "twitterUrl": "https://twitter.com/socialbumpkin/status/2028105681975595381", "text": "https://t.co/rDXpK3qupj", "source": null, "retweetCount": 1, "replyCount": 2, "likeCount": 5, "quoteCount": 1, "viewCount": 1433, "createdAt": "Sun Mar 01 13:50:49 +0000 2026", "lang": "zxx", "bookmarkCount": 2, "isReply": false, "inReplyToId": null, "conversationId": "2028105681975595381", "media": [], "inReplyToUserId": null, "author": { "type": "user", "userName": "socialbumpkin", "url": "https://x.com/socialbumpkin", "id": "2017887296985645056", "name": "Social Bumpkin", "isVerified": false, "isBlueVerified": false, "profilePicture": "https://pbs.twimg.com/profile_images/2031032468749561857/vP2fNo-R_normal.png", "coverPicture": "https://pbs.twimg.com/profile_banners/2017887296985645056/1770895151", "description": "Pro-Human", "location": "Here, There and Everywhere", "followers": 21, "following": 25, "createdAt": "Sun Feb 01 09:08:21 +0000 2026", "canDm": false }, "quoted_tweet": null, "retweeted_tweet": null }, { "type": "tweet", "id": "2105970457627484635", "url": "https://x.com/Sachi_0298/status/2105970457627484635", "twitterUrl": "https://twitter.com/Sachi_0298/status/2105970457627484635", "text": "\ud83d\ude80 Build in Public \u2014 Day 3\n\nFrom an idea to a 48-second AI-powered SaaS commercial. \ud83c\udfac\n\nDay 3 session was about moving beyond simple AI-generated images and learning how to think like an AI Director \u2014 combining storytelling, prompting, visual consistency, camera movement, and iteration to create a complete creative asset.\n\nFor Day 3 challenge, I created SIGNAL, a fictional AI Customer Success Intelligence platform built around one simple idea:\n\n\u201cKnow your customers. Before they tell you.\u201d\n\nI turned the idea into a complete 48-second product commercial showing the journey from:\n\nCustomer Data Chaos \u2192 Signal Detection \u2192 AI Insights \u2192 Recommended Action \u2192 Human Connection \u2192 Better Customer Outcome \u2192 Brand Reveal\n\nWhat I learned \n\nThe biggest learning for me was that generating a good image or video isn't just about writing a prompt. The real difference comes from storyboarding the entire sequence, defining the visual direction, maintaining character consistency, and iterating on the output.\n\nWhat I built\n\n\ud83c\udfa5 A complete 48-second AI-generated SaaS product commercial\n\ud83c\udf99\ufe0f Voiceover\n\ud83c\udfb5 Cinematic background music\n\ud83c\udfac 7-shot visual story\n\nTools I used\nChatGPT \u2014 concept, storytelling, storyboard & prompt development\n Google Flow \u2014 image and video generation\n ElevenLabs \u2014 voiceover\n Suno \u2014 background music\n\nOne of the biggest improvements I made during the process was refining the visuals and prompts to maintain character continuity and a clear seated position, while making each shot connect naturally to the next.\n\nThis was a great exercise in understanding how multiple AI tools can work together as a creative production workflow, rather than using AI for just one isolated task.\n\n\ud83c\udfac Final video attached below.\n\n@growthschoolio @om_asnani @VaibhavSisinty \n#GrowthSchool #7DayAIChallenge", "source": "Twitter Web App", "retweetCount": 0, "replyCount": 3, "likeCount": 3, "quoteCount": 0, "viewCount": 185, "createdAt": "Fri Oct 02 10:37:38 +0000 2026", "lang": "en", "bookmarkCount": 0, "isReply": false, "inReplyToId": null, "conversationId": "2105970457627484635", "media": [ { "type": "video", "url": "https://pbs.twimg.com/amplify_video_thumb/2105969960967401472/img/I1OtlnZgkmV7Umxk.jpg", "expanded_url": "https://x.com/Sachi_0298/status/2105970457627484635/video/1", "video_url": "https://video.twimg.com/amplify_video/2105969960967401472/vid/avc1/1280x720/-IoS2HhAzcTT-2GA.mp4?tag=29" } ], "inReplyToUserId": null, "author": { "type": "user", "userName": "Sachi_0298", "url": "https://x.com/Sachi_0298", "id": "2909689998", "name": "Sachin Sharma", "isVerified": false, "isBlueVerified": true, "profilePicture": "https://pbs.twimg.com/profile_images/2100312930688622592/HNAV6JK5_normal.jpg", "coverPicture": "https://pbs.twimg.com/profile_banners/2909689998/1791968707", "description": "I build AI agents & automation workflows, and decode AI news for builders: what shipped, why it matters, how to use it. Learning in public.", "location": "New Delhi, India", "followers": 79, "following": 707, "createdAt": "Tue Nov 25 06:52:28 +0000 2014", "canDm": true }, "quoted_tweet": null, "retweeted_tweet": null }, { "type": "tweet", "id": "2105902592886968702", "url": "https://x.com/himanshubuildss/status/2105902592886968702", "twitterUrl": "https://twitter.com/himanshubuildss/status/2105902592886968702", "text": "I've tested 100+ vibe coding resources this year.\n\nThese are the 25 I actually kept, grouped by what you're stuck on.\n\nBookmark this \ud83d\udd16\n\n1. https://t.co/RlChWqggj8 (mine) - 200+ complete build prompts for 3D, scroll-driven and cinematic websites. \n- Each one is a full design brief, not a component you drop in. \n- Copy the prompt, paste it into Claude Code or Cursor, and you get a whole animated site in minutes, not a blank page and a lot of guessing. \n- Built for founders and freelancers who want award-level sites without a design team\n\n2. https://t.co/zii2nKAKiq - design systems as markdown your agent can read\n3. https://t.co/mHD5eSDPKY - ready-made prompts for dashboards and landing pages\n4. https://t.co/iRLY9tbhpW - curated high-end sites\n5. https://t.co/hOf1AxeaT7 - real UI inspiration mapped to prompts\n6. https://t.co/bhB2GfGIix - 2,000+ real product styles with typography\n7. https://t.co/ZNFmqbqGsp - 2,600+ examples of how top design systems solve the same element\n8. https://t.co/O2mKE7kZa6 - real app screenshots for mobile\n9. https://t.co/75zV2ioDNu - navigation patterns\n10. https://t.co/XPn2VgZBdJ - footer layouts\n11. https://t.co/NDaj9DThhe - conversion-tested forms, popups and buttons\n12. https://t.co/p6pXo8hFRn - component registry that plugs into agents via MCP\n13. https://t.co/vUKwdPK1IN - still the gold standard\n14. https://t.co/nxASYyVHLH - 200+ animated React and Tailwind components\n15. https://t.co/E2oLbxcBP3 - animated components\n16. https://t.co/MIhQHgyUPK - advanced interactions\n17. https://t.co/9G9JFLtNIg - open-source UI elements\n18. https://t.co/AckvMvEKdL - map components, markers, routes, popups\n19. https://t.co/NvM0Wbm3rN - 150+ motion effects with React code and prompts\n20. https://t.co/iFJCleZZpJ - micro-interactions\n21. https://t.co/cP8YFdb7cr - glass refraction components\n22. https://t.co/yHgo53Ydgw - CSS text effects\n23. https://t.co/knFchyx5GQ - lightweight animation engine\n24. https://t.co/L7sX9ESVJE - 2,000+ hand-drawn illustrations\n25. https://t.co/BfrrSJOQVY - 3D icons\n\nWhich one should I add next?", "source": null, "retweetCount": 111, "replyCount": 12, "likeCount": 782, "quoteCount": 3, "viewCount": 49097, "createdAt": "Fri Oct 02 06:07:58 +0000 2026", "lang": "en", "bookmarkCount": 1563, "isReply": false, "inReplyToId": null, "conversationId": "2105902592886968702", "media": [ { "type": "video", "url": "https://pbs.twimg.com/amplify_video_thumb/2105901252777553920/img/ltwx6BO_qs1RbXJx.jpg", "expanded_url": "https://x.com/himanshubuildss/status/2105902592886968702/video/1", "video_url": "https://video.twimg.com/amplify_video/2105901252777553920/vid/avc1/3532x2160/dQPi-AMkIhQiBJOy.mp4?tag=29" } ], "inReplyToUserId": null, "author": { "type": "user", "userName": "himanshubuildss", "url": "https://x.com/himanshubuildss", "id": "2308686523", "name": "Himanshu Hingorani", "isVerified": false, "isBlueVerified": true, "profilePicture": "https://pbs.twimg.com/profile_images/2040486128294436864/JziGJtod_normal.jpg", "coverPicture": "https://pbs.twimg.com/profile_banners/2308686523/1789274991", "description": "Founder @ https://t.co/eyXWXWp3kR\nTurning static websites into interactive experiences with AI\n200+ prompts & web inspiration \u2193\nCollab: himanshu@scrolltide.co", "location": "", "followers": 3720, "following": 27, "createdAt": "Fri Jan 24 17:12:59 +0000 2014", "canDm": false }, "quoted_tweet": null, "retweeted_tweet": null }, { "type": "tweet", "id": "2067562398404546995", "url": "https://x.com/meta_alchemist/status/2067562398404546995", "twitterUrl": "https://twitter.com/meta_alchemist/status/2067562398404546995", "text": "https://t.co/Q9B2G9c9WH", "source": null, "retweetCount": 39, "replyCount": 26, "likeCount": 294, "quoteCount": 9, "viewCount": 138904, "createdAt": "Thu Jun 18 10:57:43 +0000 2026", "lang": "zxx", "bookmarkCount": 610, "isReply": false, "inReplyToId": null, "conversationId": "2067562398404546995", "media": [], "inReplyToUserId": null, "author": { "type": "user", "userName": "meta_alchemist", "url": "https://x.com/meta_alchemist", "id": "1531111378601316353", "name": "Meta Alchemist", "isVerified": false, "isBlueVerified": true, "profilePicture": "https://pbs.twimg.com/profile_images/2100871727282843648/4D7rectJ_normal.jpg", "coverPicture": "https://pbs.twimg.com/profile_banners/1531111378601316353/1792136748", "description": "vibes @vibevibefun @spark_coded\n\nmy github: https://t.co/U4BrVdi712", "location": "", "followers": 74882, "following": 7368, "createdAt": "Mon May 30 03:13:21 +0000 2022", "canDm": true }, "quoted_tweet": null, "retweeted_tweet": null }, { "type": "tweet", "id": "2062809249064141017", "url": "https://x.com/sairahul1/status/2062809249064141017", "twitterUrl": "https://twitter.com/sairahul1/status/2062809249064141017", "text": "https://t.co/bk13ZKo4AD", "source": null, "retweetCount": 147, "replyCount": 35, "likeCount": 739, "quoteCount": 18, "viewCount": 1110485, "createdAt": "Fri Jun 05 08:10:24 +0000 2026", "lang": "zxx", "bookmarkCount": 3262, "isReply": false, "inReplyToId": null, "conversationId": "2062809249064141017", "media": [], "inReplyToUserId": null, "author": { "type": "user", "userName": "sairahul1", "url": "https://x.com/sairahul1", "id": "299656190", "name": "Rahul", "isVerified": false, "isBlueVerified": true, "profilePicture": "https://pbs.twimg.com/profile_images/1999441729800536065/6-3Y5xyR_normal.jpg", "coverPicture": "https://pbs.twimg.com/profile_banners/299656190/1704302273", "description": "Building with AI. Sharing what's wild, what's practical, and what's next.", "location": "", "followers": 149661, "following": 826, "createdAt": "Mon May 16 13:37:09 +0000 2011", "canDm": true }, "quoted_tweet": null, "retweeted_tweet": null }, { "type": "tweet", "id": "2047363088526270915", "url": "https://x.com/zuess05/status/2047363088526270915", "twitterUrl": "https://twitter.com/zuess05/status/2047363088526270915", "text": "Stop vibe coding for a second. \n\nShow your SaaS to the world.\n\nPosting daily or weekly demos is the single best growth hack on X.\n\nYou don't need to be a video editor. \nCubix Capture auto-zooms and makes any messy MVP look cinematic instantly.\n\nStop overthinking marketing. \n\nJust hit record.", "source": "Twitter for iPhone", "retweetCount": 0, "replyCount": 5, "likeCount": 6, "quoteCount": 0, "viewCount": 614, "createdAt": "Thu Apr 23 17:12:53 +0000 2026", "lang": "en", "bookmarkCount": 0, "isReply": false, "inReplyToId": null, "conversationId": "2047363088526270915", "media": [ { "type": "video", "url": "https://pbs.twimg.com/amplify_video_thumb/2047362662905065472/img/Z6VCbZcR46PeQcn8.jpg", "expanded_url": "https://x.com/zuess05/status/2047363088526270915/video/1", "video_url": "https://video.twimg.com/amplify_video/2047362662905065472/vid/avc1/3840x2160/uPOOl5fg4rogn_7T.mp4?tag=21" } ], "inReplyToUserId": null, "author": { "type": "user", "userName": "zuess05", "url": "https://x.com/zuess05", "id": "1431308328911589380", "name": "Suhas", "isVerified": false, "isBlueVerified": true, "profilePicture": "https://pbs.twimg.com/profile_images/1727209462925262848/hSq2_r81_normal.jpg", "coverPicture": "https://pbs.twimg.com/profile_banners/1431308328911589380/1770019103", "description": "Ex-SWE \u2192 full-time indie hacker\nhttps://t.co/1vZel531Xl $311/mo", "location": "Try for free \ud83d\udc49", "followers": 4811, "following": 545, "createdAt": "Fri Aug 27 17:31:23 +0000 2021", "canDm": true }, "quoted_tweet": null, "retweeted_tweet": null }, { "type": "tweet", "id": "2076422806443565442", "url": "https://x.com/GradientX0/status/2076422806443565442", "twitterUrl": "https://twitter.com/GradientX0/status/2076422806443565442", "text": "HE ASKED GPT 5.6 SOL TO DESIGN A LANDING PAGE AND IT BUILT A VIDEO GAME LOADING SCREEN THAT MAKES USERS FORGET THEY ARE SIGNING UP FOR A SAAS PRODUCT\n\nvibe coding is not dead.\n\nboring products are dead.\n\nhere is what happened:\n\nhe had a landing page built by claude fable 5.\n\ngood. functional. does the job.\n\nthen he asked gpt 5.6 sol to build something better.\n\nit built a video game loading screen.\nhover over the button \u2014 animation triggers.\n\nclick \u2014 cinematic transition.\n\nsign in \u2014 feels like entering a game world.\n\nusers are not signing up for a saas tool anymore\n\nthey are starting a quest\nnow here is the business idea nobody is executing:\n\ngamified ui agency for boring saas products\n\nevery saas product has the same problem:\n\nnormal landing page. normal button. normal form. normal onboarding.\nusers sign up. feel nothing. churn in week one.\n\nyou come in with gpt 5.6 sol and rebuild the entire first impression:\n\n1/ video game style loading screen \u00b7 first 3 seconds hook the user \n\n2/ animated hover effects \u00b7 product feels alive before they even click \n3/ cinematic sign in flow \u00b7 onboarding feels like an experience not a form \n4/ gamified dashboard \u00b7 progress bars \u00b7 achievements \u00b7 rewards\n\nwhat this costs to build with gpt 5.6 sol:\none afternoon. one prompt chain. zero designers needed.\n\nwhat saas companies pay for this:\n$8,000-15,000 per project $2,000/month retainer for updates and new features\n\nyour clients:\n\nany saas founder who knows their churn is a ux problem any startup that raised money but has a landing page that looks like 2019 any tool with great features and zero personality\n\nyou show them the demo.\n\nanimated. cinematic. alive.\n\nthey have never seen their product look like that.\n\nthey sign the contract before you finish the presentation.\n\nclaude fable 5 builds solid products.\ngpt 5.6 sol builds experiences people \n\nscreenshot and share.\n\nuse both. charge for the result.\n\n5 clients \u00b7 $10,000 per project \u00b7 $50,000 \n\nin one quarter\n\nvibe coding is not dead.\n\ndevelopers who only write functional \n\ncode are dead.\n\nbuild something nobody has ever seen.\nbookmark this. gamified ui is the next agency niche and it is completely empty.", "source": null, "retweetCount": 1, "replyCount": 0, "likeCount": 3, "quoteCount": 1, "viewCount": 594, "createdAt": "Sun Jul 12 21:45:49 +0000 2026", "lang": "en", "bookmarkCount": 0, "isReply": false, "inReplyToId": null, "conversationId": "2076422806443565442", "media": [ { "type": "video", "url": "https://pbs.twimg.com/amplify_video_thumb/2076422664424509441/img/KJTx1JXjWXfIGNQ6.jpg", "expanded_url": "https://x.com/GradientX0/status/2076422806443565442/video/1", "video_url": "https://video.twimg.com/amplify_video/2076422664424509441/vid/avc1/720x1280/KaAcb3WtrTV4bqAN.mp4?tag=28" } ], "inReplyToUserId": null, "author": { "type": "user", "userName": "GradientX0", "url": "https://x.com/GradientX0", "id": "972908869411377154", "name": "Gradient", "isVerified": false, "isBlueVerified": true, "profilePicture": "https://pbs.twimg.com/profile_images/2113292465243324416/Mzu5uIft_normal.jpg", "coverPicture": "https://pbs.twimg.com/profile_banners/972908869411377154/1788544664", "description": "\ud83e\udde0IF YOUR OWN INTELLIGENCE ISN\u2019T ENOUGH - USE ARTIFICIAL", "location": "Boston, MA", "followers": 672, "following": 73, "createdAt": "Sun Mar 11 18:55:25 +0000 2018", "canDm": false }, "quoted_tweet": null, "retweeted_tweet": null }, { "type": "tweet", "id": "2031745750171033939", "url": "https://x.com/ivaavimusic/status/2031745750171033939", "twitterUrl": "https://twitter.com/ivaavimusic/status/2031745750171033939", "text": "https://t.co/hiK6aNGz6L", "source": null, "retweetCount": 8, "replyCount": 3, "likeCount": 25, "quoteCount": 1, "viewCount": 3195, "createdAt": "Wed Mar 11 14:55:09 +0000 2026", "lang": "zxx", "bookmarkCount": 41, "isReply": false, "inReplyToId": null, "conversationId": "2031745750171033939", "media": [], "inReplyToUserId": null, "author": { "type": "user", "userName": "ivaavimusic", "url": "https://x.com/ivaavimusic", "id": "1033380004178972672", "name": "Ivaavi.eth", "isVerified": false, "isBlueVerified": true, "profilePicture": "https://pbs.twimg.com/profile_images/2104127851306024960/3lbQ9q5E_normal.jpg", "coverPicture": "https://pbs.twimg.com/profile_banners/1033380004178972672/1772550191", "description": "Electronics Engineer building decentralized sovereign AI.\nFounder @ehlabs_xyz , @x402_Layer", "location": "", "followers": 4321, "following": 2835, "createdAt": "Sat Aug 25 15:46:07 +0000 2018", "canDm": true }, "quoted_tweet": null, "retweeted_tweet": null }, { "type": "tweet", "id": "2033515136166555860", "url": "https://x.com/PrometheanAIX/status/2033515136166555860", "twitterUrl": "https://twitter.com/PrometheanAIX/status/2033515136166555860", "text": "https://t.co/YHBQSv08fn", "source": null, "retweetCount": 2, "replyCount": 0, "likeCount": 7, "quoteCount": 0, "viewCount": 1682, "createdAt": "Mon Mar 16 12:06:04 +0000 2026", "lang": "zxx", "bookmarkCount": 1, "isReply": false, "inReplyToId": null, "conversationId": "2033515136166555860", "media": [], "inReplyToUserId": null, "author": { "type": "user", "userName": "PrometheanAIX", "url": "https://x.com/PrometheanAIX", "id": "1904334898611048448", "name": "Promethean", "isVerified": false, "isBlueVerified": true, "profilePicture": "https://pbs.twimg.com/profile_images/2043694345749196800/vsv-cxdT_normal.jpg", "coverPicture": "https://pbs.twimg.com/profile_banners/1904334898611048448/1772374316", "description": "Creative director & creator. Adobe Ambassador, CPP: @ImagineArt_X\n @invideoOfficial @Kling_ai @lovart_ai @higgsfield. Collab: DM or info@promethean-ai.com", "location": "Minneapolis", "followers": 8115, "following": 6702, "createdAt": "Tue Mar 25 00:51:27 +0000 2025", "canDm": true }, "quoted_tweet": null, "retweeted_tweet": null }, { "type": "tweet", "id": "2007145752808837502", "url": "https://x.com/Joo_Bellingham/status/2007145752808837502", "twitterUrl": "https://twitter.com/Joo_Bellingham/status/2007145752808837502", "text": "I\u2019m a total noob with zero coding skills... \nCan I actually master Vibe Coding with this roadmap?\n\n@hooeem , I really enjoyed reading your \"2026 Vibe Coding Mastery Guide.\" My goal is to learn vibe coding this year too, but after reading through your post, I have a few questions.\n\n1. Is it really possible with ZERO coding knowledge? \nYou mentioned in the intro that having \"no experience in coding\" is the baseline. If I just follow the 'Beginner friendly guides' in Section 2 (like the Replit or Claude Code tutorials), can I actually build something right away without knowing any basic syntax like variables or functions? Or do I still need to study the basics on the side?\n\n2. How far can I go with this? (Apps vs. Content) \nLooking at Section 5, 'Vibe coding for content,' it mentions creating cinematic videos, building marketing teams, and even automating website articles. Does this mean \"vibe coding\" covers the entire scope of Content Creation (like videos and marketing automation) beyond just App Building? I\u2019m curious what kind of specific \"productivity revolution\" I can expect if I master this skill.\n\n3. What\u2019s the best \"first tool\" for a complete beginner? \nThe guide mentions various tools like Replit, Claude Code, and Cursor. In Section 3 (Advanced), there are tips like \"connect Claude Code to Cursor instead of paying for tokens\" or even \"vibe coding from your phone.\" For a total rookie, is it better to start with Replit on a PC, or is it okay to just dive in with Claude Code on my phone? I want to know which path has the lowest barrier to entry.\n\n4. Do I need to worry about terms like 'Beads' or 'MCP'? \nTerms mentioned in Sections 3 and 4 like 'Beads' (Steve Yegge's tip) or 'MCP' (Browser skills) sound pretty intimidating to a beginner. Are these advanced concepts I can ignore for now and just start, or are they essential things I need to know from day one to avoid wasting time?\n\nThanks to your roadmap, I feel way less lost. Looking forward to your answers I'm ready to grind! Thanks.", "source": null, "retweetCount": 0, "replyCount": 4, "likeCount": 6, "quoteCount": 0, "viewCount": 129, "createdAt": "Fri Jan 02 17:43:33 +0000 2026", "lang": "en", "bookmarkCount": 1, "isReply": false, "inReplyToId": null, "conversationId": "2007145752808837502", "media": [ { "type": "photo", "url": "https://pbs.twimg.com/media/G9rQUosbQAAiJs3.jpg", "expanded_url": "https://x.com/Joo_Bellingham/status/2007145752808837502/photo/1", "video_url": null } ], "inReplyToUserId": null, "author": { "type": "user", "userName": "Joo_Bellingham", "url": "https://x.com/Joo_Bellingham", "id": "1947606519966846976", "name": "DORO t.me/Doreezer", "isVerified": false, "isBlueVerified": true, "profilePicture": "https://pbs.twimg.com/profile_images/2020179835252072448/7kogQ2r1_normal.jpg", "coverPicture": "https://pbs.twimg.com/profile_banners/1947606519966846976/1770483381", "description": "\uce74\ud398 \uc8fc\uc18c : https://t.co/rQjv71nyoM\n\ud154\ub808\uadf8\ub7a8 Telegram \uc8fc\uc18c\n\ucc44\ud305(chat) : https://t.co/kZVJv250uW\n\uacf5\uc9c0(notice) : https://t.co/FdORAougLO", "location": "", "followers": 2153, "following": 1343, "createdAt": "Tue Jul 22 10:36:02 +0000 2025", "canDm": true }, "quoted_tweet": { "id": "2007137091101106249", "text": "https://t.co/NHinpfKBDT", "user": { "name": "hoeem", "screen_name": "hooeem" } }, "retweeted_tweet": null }, { "type": "tweet", "id": "2064167653397483893", "url": "https://x.com/paramiao/status/2064167653397483893", "twitterUrl": "https://twitter.com/paramiao/status/2064167653397483893", "text": "---\ndate: 2026-06-09 07:00:00+08:00\ndraft: false\noriginal_lang: zh\nsummary: Today, the AI industry is rapidly evolving towards \"Autonomous Agents\" and\n \"Edge-side Execution.\" OpenAI has secretly filed for an IPO and plans to launch\n Operator, internally declaring \"chat is dead,\" marking the full arrival of the Super\n Agent era. Meanwhile, the explosion of edge-side models, exemplified by Gemma 4\n QAT, is significantly enhancing local execution capabilities; the AI programming\n paradigm is upgrading from manual prompts to \"AI Loops,\" and the industry points\n out that code itself no longer has barriers, and comprehensive test cases will become\n the core moat for developers in the future.\ntitle: 2026-06-09 AI Daily | OpenAI secretly submits IPO and declares \"Chat is dead\";\n The era of on-device large models and Super Agents begins\ntranslation_source: gemini\ntranslation_type: system_translated\ntranslation_updated_at: '2026-06-09T02:05:43Z'\n---\n\u2728 2026-06-09 AI Daily | OpenAI Secretly Files for IPO and Declares \"Chat is Dead\"; The Era of On-Device LLMs and Super Agents Begins\n\n\ud83d\udcac Today, the AI industry is accelerating its evolution towards \"autonomous agents\" and \"on-device execution.\" OpenAI has secretly filed for an IPO and plans to launch Operator, internally declaring \"chat is dead\" and marking the full arrival of the Super Agent era. Concurrently, the rise of on-device models like Gemma 4 QAT is drastically improving local processing power. The AI programming paradigm is upgrading from manual prompting to \"AI loops,\" with the industry noting that code itself is no longer a barrier\u2014comprehensive test cases will be the key moat for developers going forward.\n\n\ud83d\udd39 \ud83d\udcd6 Deep Dive: This Issue's Watch List\n\nNo deep-dive recommendations for today.\n\n\ud83d\udd39 \ud83c\udf10 Quick Takes: AI Hotspots on X\n\n\ud83d\udd38 Topic 1: Developers Debate AI Loops Over Manual Prompting\n\u2022 Category: AI \u00b7 News\n\u2022 Overview: Trending: 2 days ago, Related Posts: 28,000\n\u2022 What's happening: Developers on X are hotly debating whether automated, iterative \"AI Loops\" should replace traditional \"Manual Prompting\" in AI application development.\n\u2022 Why it matters: This debate signals a paradigm shift in AI interaction, moving from human-tuned prompts to agentic workflows. It directly impacts the future development efficiency, autonomy, and commercial viability of AI systems.\n\u2022 Discussion summary: The core disagreement lies here: supporters believe AI loops enable greater automation and can solve complex, multi-step tasks. Opponents worry about runaway token costs, infinite loops, and uncontrollable output quality due to the lack of human intervention.\n\n\ud83d\udd38 Topic 2: OpenAI Files Confidentially for Potential IPO Amid AI Boom\n\u2022 Category: AI \u00b7 News\n\u2022 Overview: Trending: 4 hours ago, Related Posts: 10,000\n\u2022 What's happening: Amid the current AI boom, OpenAI has confidentially filed for a potential IPO and plans to launch an AI agent named \"Operator\" next January.\n\u2022 Why it matters: As an industry leader with a secondary market valuation of $157 billion, OpenAI's IPO would be a landmark event for the AI sector. It will set a new valuation benchmark for the entire AI field and profoundly influence the fundraising environment and IPO timelines for other AI startups (like CoreWeave, Databricks, etc.).\n\u2022 Discussion summary: The current focus on X revolves around the reasonableness of OpenAI's $157 billion valuation, the role of the upcoming \"Operator\" agent in driving its commercialization, and the potential impact of this wave of AI company financing and listings, led by OpenAI, on capital market liquidity.\n\n\ud83d\udd38 Topic 3: Anthropic's Free Claude Code Workshops Win Over Coders\n\u2022 Category: AI \u00b7 News\n\u2022 Overview: Trending: 8 hours ago, Related Posts: 424\n\u2022 What's happening: Anthropic has launched free Claude Code programming workshops, receiving widespread praise from the developer community.\n\u2022 Why it matters: This move shows that top AI companies are accelerating the adoption of their code generation tools among developers. It helps lower the barrier to AI programming and expands the market share of the Claude ecosystem in developer tools.\n\u2022 Discussion summary: Discussions are centered on Claude Code's actual performance, user experience comparisons with competitors like GitHub Copilot and Cursor, and the tangible value these workshops bring to optimizing developers' daily workflows.\n\n\ud83d\udd38 Topic 4: UBTECH Opens Pre-Orders for Lifelike U1 Humanoid Robots\n\u2022 Category: AI \u00b7 News\n\u2022 Overview: Trending: 18 hours ago, Related Posts: 2,400\n\u2022 What's happening: UBTECH has officially opened pre-orders for its highly realistic U1 humanoid robot.\n\u2022 Why it matters: This marks an acceleration of highly realistic humanoid robots from the lab to mass commercial production, demonstrating significant progress in hardware manufacturing and commercialization for Embodied AI.\n\u2022 Discussion summary: The discussion on X is currently focused on the U1's practical commercial applications, whether its pricing is competitive, and potential \"uncanny valley\" effects and ethical controversies arising from its lifelike appearance.\n\n\ud83d\udd38 Topic 5: Apple Unveils iOS 27 and Revamped Siri at WWDC 2026\n\u2022 Category: AI \u00b7 News\n\u2022 Overview: Trending: , Related Posts: 11,000\n\u2022 What's happening: Details about iOS 27, set to be released at WWDC 2026, have been leaked. The leak includes a completely redesigned Siri and several major new AI features.\n\u2022 Why it's important: This signals Apple's deeper integration of AI capabilities into its vast ecosystem of devices, further promoting the popularization and mainstream adoption of on-device AI technology.\n\u2022 Discussion Overview: Current discussions focus on the actual intelligent performance of the redesigned Siri, the enhancement of user experience through new AI functions, and how these software upgrades will deeply integrate with the upcoming hardware ecosystem, such as the iPhone 18.\n\n\ud83d\udd38 Topic 6: Seedance 2.0 Sparks Wave of Cinematic AI Videos from Creators\n\u2022 Category: AI \u00b7 News\n\u2022 Overview: Trending for: 10 hours ago, Related posts: 661\n\u2022 What happened: Creators have been using the newly released Seedance 2.0 model to generate a large number of cinematic-quality AI videos, sparking widespread attention and circulation on the X platform.\n\u2022 Why it's important: This marks a significant breakthrough in AI video generation technology in terms of visual quality, coherence, and cinematic expressiveness. It further lowers the barrier to entry for creating professional-grade video content and could potentially reshape the workflows of the film, television, and content creation industries.\n\u2022 Discussion Overview: Discussions on the X platform are currently focused on comparing the performance of Seedance 2.0 with existing leading models (like Sora, Runway Gen-3), as well as the potential impact of this accessible, high-quality generation capability on traditional film and television professionals and the ensuing copyright and ethical debates.\n\n#### AI Public Opinion Summary on X Today\n\nThe main theme of today's public opinion is that AI technology is moving beyond the experimental phase and accelerating its evolution along the dual tracks of \"autonomous agency\" and \"deep commercialization.\" There is a broad consensus that whether it's software-side code and cinematic video generation or hardware-side on-device AI and embodied intelligence, AI is significantly lowering professional barriers and profoundly reshaping human workflows. However, there are clear disagreements within the industry regarding technological evolution paths and business expectations. The focus is on the balance between automated AI loops and human intervention, the actual capability differences among various AI competitors, and the justification for the extremely high valuations of leading companies like OpenAI. Furthermore, the rapid advancement of technology has raised widespread concerns about potential risks, including out-of-control computing costs and system deadlocks caused by autonomous agents, as well as the \"uncanny valley\" effect, copyright disputes, and the impact on traditional industries stemming from highly realistic robots and generative AI videos.\n\n\ud83d\udd39 \ud83d\udca1 Influencer Insights\n\nHello! I'm a senior AI industry analyst. Based on the tweets from AI leaders and experienced professionals on the X platform over the past 24 hours, I have compiled today's summary of AI industry dynamics for you.\n\nToday's core themes can be summarized as: \"The explosion of on-device models, the restructuring of the AI programming paradigm, and the comprehensive transition from 'chatboxes' to 'super agents'.\"\n\n---\n\n\ud83d\udd38 1. Today's Technical Trends and Hot Products\n\n#### On-device Models and Local LLMs\n* Google Gemma 4 QAT Released: Google has launched the Gemma 4 model with support for Quantization-Aware Training (QAT). @zhixianio points out that QAT simulates the quantization process during the training phase, significantly improving the performance of quantized models running on edge devices, heralding deeper integration of native models into the Android system.\n* Competition Heats Up for On-device Hardware and Small Models: AMD released the Ryzen AI Halo mini PC, specifically designed for running LLMs locally. Meanwhile, MiniCPM5-1B has surpassed Qwen3.5-2B on the small model leaderboards. @zhixianio believes that the capabilities of on-device models are now sufficient to support daily Personal Assistant (PA) and coding scenarios.\n* \"Ascetic\" Localization Experiment: @zhixianio shared their experience of completing tasks on an M5Max Mac relying entirely on local models (like Qwen3.6-35B), noting that the response speed and intelligence exceeded expectations, and could even \"thaw a rice ball\" with the heat generated from high-load operation.\n\n#### Deep Integration of AI in Programming and Design Tools\n* Glaze (Raycast AI): @vista8 reviewed Raycast's new tool, Glaze, which can \"generate and publish a Mac app with a single sentence.\" The experience of having the entire development, logging, and publishing process bundled is highly impressive.\n* Streamlining with Claude Design: @dotey shared an in-depth workflow of using Claude Design for UI/UX, followed by implementing the MVP with Claude Opus 4.8. He emphasized the importance of a Design System (DS), arguing that in the age of AI, design should focus on UX rather than pixel-perfect alignment.\n* OpenDesign Goes Viral: This open-source project gained over 50k stars on GitHub in a short time. @vista8 announced an upcoming live stream to discuss the story behind it, noting that the tool aims to eliminate 90% of a designer's \"pixel-aligning\" work.\n\n---\n\n\ud83d\udd38 2. Unique Perspectives and Industry Foresight\n\n#### \"Chat is Dead,\" the Era of Super-apps (AgentGPT) Begins\n* @dotey cited the Financial Times, stating that OpenAI internally believes \"Chat is dead\" and ChatGPT is about to undergo its biggest overhaul ever, aiming to integrate Codex, Agent, image generation, and other functions to become a cross-platform personal AI assistant.\n* Controversy over WeChat AI's Path: Regarding WeChat's move to guide developers to integrate AI into mini-programs, @dotey criticized its limited vision, believing that the future super-portal Agent will most likely not be WeChat AI, because young people are more inclined to let agents handle tasks across platforms, rather than being confined to WeChat's \"one-acre three-cents land.\"\n\n#### Economics and Moats of AI Programming\n* Token Costs vs. Labor Costs: @ruanyf cited data stating that if top models (such as the OpenClaw founder's monthly consumption of 600 billion Tokens) were used without restriction, the monthly cost per person could reach 1.3 million US dollars. He predicted that if used indefinitely, AI programming might be more expensive than human programmers.\n* Testing is the New Moat: Regarding the case of a Cloudflare engineer replicating Next.js with AI, @ruanyf believes that the code itself no longer has a moat, and the core competitiveness in the future lies in test cases, because AI cannot guarantee the stability of replicated software without correct testing.\n\n#### Vibe Coding and \"Contract First\"\n* @Pluvio9yte proposed that the best practice for Vibe Coding is not demand-first or code-first, but Contract First. He developed a framework by modifying OpenSpec to externalize context into contracts, aiming to solve the problem of context drift in AI development.\n\n---\n\n\ud83d\udd38 3. Recommended Tools and Resources\n\n#### Development and Productivity Tools\n* Owlia Nest (\ud83e\udeba): An open-source tool developed by @zhixianio that solves the pain point of viewing documents produced by remote PAs locally, supporting Markdown online editing and file saving API.\n* OpenWiki: An open-source knowledge base tool recommended by @AI_Jasonyu, supporting automatic web crawling, AI-driven organization of Wiki pages, and knowledge graph generation, with data stored locally.\n* oMLX v0.4.0: An application that supports native Swift execution of client-side models on Mac, highly recommended by @zhixianio.\n* TRAE: An AI coding tool produced by ByteDance, @ruanyf noted that various top domestic large models are currently available for free use.\n\n#### Mac Utility Tools (Recommended by @Pluvio9yte & @vista8)\n* Bartender 6: A great tool for organizing the status bar.\n* Maccy: Open-source clipboard management.\n* Perculia: A free one-click switching tool for Bluetooth devices, solving multi-hardware connection confusion.\n* Mos: An open-source tool that makes Mac mouse scrolling direction consistent with the trackpad.\n\n#### Industry Information and Tutorials\n* Ten Thousand-Word Recruitment Guide: @vista8 shared an in-depth Feishu document on how startups recruit.\n* Codex Goal Instruction Techniques: @vista8 summarized the six elements for writing good Goals (results, verification, constraints, boundaries, iteration, blocking conditions).\n* Overseas Phone Number Retention Guide: @AI_Jasonyu compiled a red and black list of overseas SIM cards, with giffgaff listed as the top choice for \"0 monthly fee retention.\"\n\n---\n\nAnalyst's Summary:\nThis week's trends show that the AI industry is undergoing a qualitative change from \"technology experimentation\" to \"engineering implementation.\" Developers are no longer satisfied with simple conversations but are beginning to build complex localized workflows and contract-based development paradigms. At the same time, the competition among major companies (OpenAI, ByteDance, Tencent) for Agent entry points has entered a fierce stage, but as bloggers have said, the ultimate winners will be those \"super assistants\" that can truly break ecological barriers and provide an ultimate UX.\n\n\ud83d\udd39 \ud83d\udcda Appendix: Today's Watch List Update Sources\n\n\ud83d\udcac Watch List data missing (reports/ai-daily/2026-06-09-watchlist-items.json not found). 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The moodboard did.\n\nA lot of \"building in public\" is just asking the audience to babysit the delay.\n\nI open the update expecting a fixed bug, a live contract, a working button, anything that proves the product actually changed.\n\nInstead, I get a dashboard screenshot, a waitlist milestone, \"we're cooking\", a founder lesson, another roadmap tease.\n\nGive me a boring changelog with one fixed issue over a cinematic thread about vision, community, and what is supposedly coming soon.\n\nCrypto Twitter makes this worse because attention often moves before proof. When the announcement performs first, it becomes the product for a week.\n\nShipping leaves fingerprints. 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It's live. Now comes the hardest part: growing it.\n\nSome days are exciting. Other days, I wonder if anyone even notices what I'm building.\n\nBut I'm not giving up.\n\nAnd one thing I've learned on X is that you don't need 100K followers to deserve support.\n\nSometimes one comment, one repost, or one genuine connection can make someone's entire day.\n\nI'd love to connect with:\n\n\ud83e\udd16 AI builders\n\ud83d\udcbb Developers\n\ud83d\ude80 Founders & entrepreneurs\n\ud83d\udee0\ufe0f Indie hackers\n\ud83c\udf10 SaaS creators\n\ud83c\udfa5 Content creators\n\ud83c\udfa8 Designers\n\ud83d\udcb0 Investors\n\u2764\ufe0f Dreamers & doers\nWhether you have 10 followers or 100K, you belong here.\n\ud83d\udc47 Tell me what you're building or dreaming of.\nI'll check out your projects, connect, and support where I can.\nWe're all trying to build a better future. 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Here's what they're making. https://t.co/ioZYfsMhCJ", "source": null, "retweetCount": 3, "replyCount": 18, "likeCount": 16, "quoteCount": 0, "viewCount": 1181, "createdAt": "Thu Oct 29 11:08:42 +0000 2026", "lang": "en", "bookmarkCount": 3, "isReply": false, "inReplyToId": null, "conversationId": "2115762746721493040", "media": [], "inReplyToUserId": null, "author": { "type": "user", "userName": "OpsDaddyAI", "url": "https://x.com/OpsDaddyAI", "id": "1700792738181193728", "name": "OpsDaddy", "isVerified": false, "isBlueVerified": true, "profilePicture": "https://pbs.twimg.com/profile_images/1818679567529525250/a2kpPjhH_normal.jpg", "coverPicture": "https://pbs.twimg.com/profile_banners/1700792738181193728/1792705261", "description": "\u26a1OpsDaddy | Experience What AI Makes Possible\n\ud83e\uddd1\u200d\ud83d\udcbbSolo Creator \u00b7 AI Automations \u00b7 AI Studio", "location": "\ud83d\udfe9\ud83d\udfe8\u2b1c\ufe0f\u2b1c\ufe0f\u2b1c\ufe0f\u2b1c\ufe0f\u2b1c\ufe0f\u2b1c\ufe0f\u2b1c\ufe0f\u2b1c\ufe0f/10k", "followers": 1684, "following": 1467, "createdAt": "Sun Sep 10 08:46:28 +0000 2023", "canDm": false }, "quoted_tweet": null, "retweeted_tweet": null }, { "type": "tweet", "id": "2052998444143268164", "url": "https://x.com/lilidiai/status/2052998444143268164", "twitterUrl": "https://twitter.com/lilidiai/status/2052998444143268164", "text": "What a solo founder can ship in 24 hours with Lilidi:\n\n\u2192 Logo system\n\u2192 10 product photos\n\u2192 Brand palette\n\u2192 Cinematic launch video\n\u2192 App icon\n\u2192 Packaging mockups\n\u2192 Editorial spreads\n\u2192 Instagram grid\n\nThis used to be 2 weeks + 4 freelancers + $8k.\n\nNow it's a Sunday afternoon.\n\n\u2192 https://t.co/aPRNZTzCRm", "source": null, "retweetCount": 2, "replyCount": 3, "likeCount": 12, "quoteCount": 0, "viewCount": 191, "createdAt": "Sat May 09 06:25:46 +0000 2026", "lang": "en", "bookmarkCount": 0, "isReply": false, "inReplyToId": null, "conversationId": "2052998444143268164", "media": [ { "type": "photo", "url": "https://pbs.twimg.com/media/HH23MtiXQAYA-yI.jpg", "expanded_url": "https://x.com/lilidiai/status/2052998444143268164/photo/1", "video_url": null } ], "inReplyToUserId": null, "author": { "type": "user", "userName": "lilidiai", "url": "https://x.com/lilidiai", "id": "2599313622", "name": "Lilidi \u00b7 AI", "isVerified": false, "isBlueVerified": true, "profilePicture": "https://pbs.twimg.com/profile_images/2051374190117183488/y8ipRYl9_normal.jpg", "coverPicture": "https://pbs.twimg.com/profile_banners/2599313622/1786626906", "description": "AI Twins that answer, book & follow up \u2014 via video, voice & text. Built on approved knowledge. \n\nNow live in 4 pilots. \u2192 https://t.co/aPRNZTzCRm", "location": "\ud83c\udde7\ud83c\uddea Building from Brussels", "followers": 16532, "following": 95, "createdAt": "Wed Jul 02 07:16:44 +0000 2014", "canDm": true }, "quoted_tweet": null, "retweeted_tweet": null }, { "type": "tweet", "id": "2027691547471286614", "url": "https://x.com/mabsademola__/status/2027691547471286614", "twitterUrl": "https://twitter.com/mabsademola__/status/2027691547471286614", "text": "Hi, I'm Mabs \ud83d\udc4b\n\nSoftware engineer. I build backend systems, mobile apps, and AI automations that scale.\n\n\u2192 Backend servers handling 20,000+ daily API requests \u2192 Mobile apps I built from scratch, one doing 100K+ downloads, another at 50K+ \u2192 AI automation systems, no drag-and-drop, I write the code raw for scalability and to solve real-life problems\n\n\u2014\u2014\n\nBut lately I've been deep into AI automations, and I'm building something I'm really excited about.\n\nIt's called Flowgen \ud83d\ude80\n\nFlowgen is an AI automation platform, and the first thing we shipped is a Content Engine that's honestly different from anything out there.\n\nI built it because I've seen content creators across different niches (storytelling, education, entertainment, finance) spend 6, 7, even 10 hours trying to produce a 2-3 minute video. That's insane. With Flowgen, you can generate AI videos across different visual styles (cinematic, anime, cartoon, infographics) for any niche. The system does everything for you.\n\nFlowgen is an AI automation platform with multiple project types. The Content Engine is the first one shipped and it's not like other video platforms.\n\nYou type one sentence. The platform handles everything for you, compressing 6-7 hours of your time into 10-15 minutes.\n\nWhat makes our Content Engine different?\n\nMost platforms give you a single input box and spit out a generic video. Flowgen gives you a full 6-step workflow where you control and approve every stage. Real flexibility. Not a black box.\n\nAnd this is just one project type. There's a lot more coming.\n\n\u2014\u2014\n\nMy stack: Django for backends. Flutter for mobile. And I'm always building with AI.\n\nI'm also open to gigs, if you need a scalable backend server, a mobile app from scratch, or AI automation done properly, let's talk \ud83e\udd1d\n\n\u2014\u2014\n\nBuilding in public. More coming. Follow the journey \ud83d\udcaa", "source": "Twitter Web App", "retweetCount": 0, "replyCount": 1, "likeCount": 3, "quoteCount": 0, "viewCount": 162, "createdAt": "Sat Feb 28 10:25:12 +0000 2026", "lang": "en", "bookmarkCount": 0, "isReply": false, "inReplyToId": null, "conversationId": "2027691547471286614", "media": [], "inReplyToUserId": null, "author": { "type": "user", "userName": "mabsademola__", "url": "https://x.com/mabsademola__", "id": "1919685187274731520", "name": "Mabs Ademola", "isVerified": false, "isBlueVerified": false, "profilePicture": "https://pbs.twimg.com/profile_images/2022563381014859776/cjZ-vDzr_normal.jpg", "coverPicture": null, "description": "Built, shipped & scaled products used by 100K+ users. I design systems for automation, architecture & scale. 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naturally.\n\nnomi turns your voice into clean text inside any app.\n\ni wanted the demo to feel cinematic, but still simple enough to understand in 5 seconds.\n\nbuilding in public, slowly making it better every day.", "source": null, "retweetCount": 0, "replyCount": 0, "likeCount": 3, "quoteCount": 1, "viewCount": 261, "createdAt": "Mon Jun 15 08:26:53 +0000 2026", "lang": "en", "bookmarkCount": 0, "isReply": false, "inReplyToId": null, "conversationId": "2066437276415279365", "media": [ { "type": "video", "url": "https://pbs.twimg.com/amplify_video_thumb/2066437020055109633/img/W1Ewah33wHKSasBB.jpg", "expanded_url": "https://x.com/letcontactabhi/status/2066437276415279365/video/1", "video_url": "https://video.twimg.com/amplify_video/2066437020055109633/vid/avc1/3840x2160/4DHe0ua2qqXDaOaE.mp4?tag=27" } ], "inReplyToUserId": null, "author": { "type": "user", "userName": "letcontactabhi", "url": "https://x.com/letcontactabhi", "id": "1693348398873681920", "name": "abhi | craftpad", 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"text": "My app just hit $7k/m.\n\nI'll hit 10k/m before I quit my job & fly to vietnam \ud83c\uddfb\ud83c\uddf3\n\nThis is how I did it.\n\nPart One: The App.\n1. Built an iOS app.\n2. Found a validated niche.\n3. Improved upon existing apps.\n4. Read reviews to see pain points.\n5. Improved everything: UI, onboarding, features.\n6. With AI and good taste it's so easy to win.\n7. You can build beautiful & useful product in a week.\n8. Stack: Native Swift & RevenueCat.\n9. Pricing of 7.99/w, 14.99/m and 49.99/y.\n10. Typically weekly + yearly combo is good.\n11. Adding monthly increased my conversions.\n12. This will vary by niche: see what competitors do!\n\nPart Two: Apple Ads to 1k/m.\n1. Used the $100 free credits to get data!\n2. Measured my onboarding & paywall with posthog.\n3. Already had 70% onboarding completion.\n4. Reduced all friction: got it to 85%.\n5. Ran AB tests using remote paywalls.\n6. Kept everything compliant with Apple guidelines.\n7. Achieved 8% install to paid.\n8. Split campaigns by territory groups: US, AU, TH etc.\n9. Used competitor names as strict keywords.\n10. User searches for competitor:\n\u2022 My app way better so they download mine instead.\n11. This relies on a really good app store page.\n12. Mock up screenshots in Figma then enhance with AI.\n13. ChatGPT Image-2 is free with Codex.\n\nPart Three: Scaling to 7k/m with Tikslop.\n1. Scrolled in my niche, found organic viral posts.\n2. Remade them myself: film with friends or use AI.\n3. Seedance 2 mini is the best ROI video model I think.\n4. I made ~8 formats, ~15 creatives.\n5. Give each creative $50 of spend.\n6. After $50, if CPA < LTV then scale it.\n7. If CPA > LTV then stop spend.\n8. LTV is hard to calculate. You can ask Rico.\n9. Better for me: Aimed for profit on first transaction.\n10. This is simpler & more ambitious.\n11. Expect to burn at least $500!\n\nPart Four: Scaling Ad Spend (The Big Leagues)\n1. If the CPA is staying consistent.\n2. Increase spend by < 30% each time.\n3. My advice: ~15% each time.\n4. 50, 60, 70, 90 etc.\n5. Performance can be volatile.\n\u2022 Yesterday I made ~$170, a small loss.\n\u2022 A few days ago I made ~$600, big profit.\n6. Measure averages over time.\n\nRemember: there are infinite ways to win, this is mine.\nIt took me about 3 years to make a successful app.\nWinning is simply losing on a long enough timeline.", "source": null, "retweetCount": 86, "replyCount": 135, "likeCount": 1651, "quoteCount": 9, "viewCount": 113864, "createdAt": "Fri Jul 24 10:36:37 +0000 2026", "lang": "en", "bookmarkCount": 2815, "isReply": false, "inReplyToId": null, "conversationId": "2080603050327097694", "media": [ { "type": "video", "url": "https://pbs.twimg.com/amplify_video_thumb/2080593202864668672/img/PL6bYcy7FM1P0c5f.jpg", "expanded_url": "https://x.com/_frederickjames/status/2080603050327097694/video/1", "video_url": "https://video.twimg.com/amplify_video/2080593202864668672/vid/avc1/2880x2160/p9t3A7-ZMHpC1SEm.mp4?tag=29" } ], "inReplyToUserId": null, "author": { "type": "user", "userName": "frederickjames", "url": "https://x.com/frederickjames", "id": "1828075007752167424", "name": "Frederick James", "isVerified": false, "isBlueVerified": true, "profilePicture": "https://pbs.twimg.com/profile_images/2037147044117438465/yFzxJkLh_normal.jpg", "coverPicture": "https://pbs.twimg.com/profile_banners/1828075007752167424/1792103090", "description": "Open sourcing my journey\n\nhttps://t.co/qix6s3iFt1", "location": "", "followers": 18695, "following": 542, "createdAt": "Mon Aug 26 14:20:32 +0000 2024", "canDm": true }, "quoted_tweet": null, "retweeted_tweet": null }, { "type": "tweet", "id": "2117593364925128764", "url": "https://x.com/UpHonestReal/status/2117593364925128764", "twitterUrl": "https://twitter.com/UpHonestReal/status/2117593364925128764", "text": "https://t.co/F81uI4YwOr\nEVERY OPPORTUNITY STARTS WITH ONE QUESTION: DO YOU QUALIFY?\u2122\n\nTHE NEXT BILLION-DOLLAR FINTECH PLATFORM MAY NOT BE A LENDER.\n\nIt may be the intelligence layer that connects qualified customers with the right financial opportunities.\n\nThink about how many decisions begin with eligibility.\n\nCan I qualify for a mortgage?\n\nAm I eligible for business financing?\n\nCan my startup access funding?\n\nDo I qualify for a government grant?\n\nCould I obtain a better insurance rate?\n\nAm I eligible for a credit product?\n\nCan my company qualify for a supplier contract?\n\nMillions of consumers and businesses face these questions.\n\nAnd the process is often frustrating.\n\nDifferent applications.\n\nDifferent requirements.\n\nDifferent documents.\n\nDifferent eligibility criteria.\n\nRepeated credit inquiries.\n\nUnclear decisions.\n\nTHE PROBLEM ISN'T ALWAYS A LACK OF AVAILABLE FINANCING.\n\nIT'S THE DIFFICULTY OF UNDERSTANDING WHICH OPPORTUNITIES ACTUALLY FIT.\n\nWhat if one intelligent platform could simplify eligibility discovery across multiple financial categories?\n\nNot another lender.\n\nNot another generic comparison website.\n\nAN AI-NATIVE QUALIFICATION INTELLIGENCE PLATFORM.\n\nIntroducing:\n\nhttps://t.co/F81uI4YwOr\nKNOW YOUR OPTIONS. UNLOCK YOUR OPPORTUNITIES.\u2122\n\n\ud83e\udde0\ud83d\udcb0 A PREMIUM, ACTION-ORIENTED .COM DOMAIN FOR AN AI-POWERED PREQUALIFICATION PLATFORM, FINTECH MARKETPLACE, MORTGAGE TECHNOLOGY COMPANY, BUSINESS FUNDING NETWORK, OR ENTERPRISE ELIGIBILITY INFRASTRUCTURE PROVIDER.\n\nLET'S + QUALIFY.\n\nA direct invitation.\n\nA clear commercial action.\n\nAn immediately understandable proposition.\n\nBEFORE YOU APPLY, FIND OUT WHERE YOU STAND.\n\n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n\n\ud83c\udf0d THE OPPORTUNITY: THE QUALIFICATION ECONOMY\n\nFinancial services are built around eligibility.\n\nLenders evaluate risk.\n\nInsurers assess applications.\n\nGrant programs establish requirements.\n\nMortgage providers review affordability.\n\nBusiness financing companies assess revenue and cash flow.\n\nBut consumers rarely know which requirements matter before beginning the process.\n\nImagine a small business owner seeking $150,000 in financing.\n\nThey may approach multiple lenders, repeat documentation, and receive several rejections before finding a suitable program.\n\nOr a first-time homebuyer who doesn't know which mortgage products might fit their circumstances.\n\nWHAT IF QUALIFICATION COULD BECOME A SMARTER FIRST STEP INSTEAD OF A SERIES OF DISAPPOINTING LAST STEPS?\n\nImagine:\n\nLETSQUALIFY INTELLIGENCE\u2122\nTHE AI-NATIVE OPERATING SYSTEM FOR FINANCIAL ELIGIBILITY.\n\nA proposed ecosystem connecting applicants, lenders, brokers, financial institutions, grant programs, and qualification technology.\n\nONE APPLICATION EXPERIENCE.\n\nMULTIPLE POTENTIAL OPPORTUNITIES.\n\nMORE INFORMED FINANCIAL DECISIONS.\n\n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n\n\ud83e\udde0 01 \u2014 QUALIFYCORE\u2122\nTHE INTELLIGENCE ENGINE BEHIND ELIGIBILITY\n\nImagine an AI-assisted platform designed to help users understand relevant eligibility criteria.\n\nPotential capabilities:\n\n\u2022 Applicant information organization.\n\n\u2022 Financial document analysis.\n\n\u2022 Eligibility rule matching.\n\n\u2022 Income and affordability calculations.\n\n\u2022 Business revenue assessment.\n\n\u2022 Product requirement comparisons.\n\n\u2022 Missing documentation detection.\n\n\u2022 Application readiness indicators.\n\n\u2022 Explainable qualification results.\n\n\u2022 Privacy-conscious data handling.\n\nImagine a self-employed professional exploring mortgage options.\n\nQUALIFYCORE\u2122 could help organize income information, identify relevant documentation requirements, and compare publicly available lender criteria.\n\nTHE GOAL ISN'T TO GUARANTEE APPROVAL.\n\nIT'S TO HELP PEOPLE UNDERSTAND THEIR OPTIONS BEFORE APPLYING.\n\n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n\n\ud83c\udfe1 02 \u2014 MORTGAGEMATCH\u2122\nFIND THE RIGHT MORTGAGE PATH\n\nMortgage qualification can be especially complicated.\n\nEmployment income.\n\nSelf-employment income.\n\nExisting debt.\n\nDown payments.\n\nProperty values.\n\nCredit history.\n\nLender policies.\n\nImagine MortgageMatch\u2122, an intelligent mortgage prequalification experience.\n\nPotential capabilities:\n\nAffordability scenarios.\n\nDown payment analysis.\n\nDebt ratio calculations.\n\nMortgage product comparisons.\n\nDocument preparation.\n\nBroker matching.\n\nLender eligibility screening.\n\nApplication readiness summaries.\n\nImagine a couple preparing to purchase their first home.\n\nInstead of applying blindly, MortgageMatch\u2122 could help them explore realistic financing scenarios and connect with appropriately licensed mortgage professionals.\n\nBETTER PREPARATION.\n\nCLEARER EXPECTATIONS.\n\nMORE INFORMED CONVERSATIONS WITH LENDERS.\n\n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n\n\ud83d\udcbc 03 \u2014 BUSINESSQUALIFY\u2122\nCONNECT ENTREPRENEURS WITH CAPITAL OPPORTUNITIES\n\nSmall businesses often struggle to identify suitable financing.\n\nTraditional bank loans.\n\nWorking capital.\n\nEquipment financing.\n\nRevenue-based financing.\n\nGovernment-backed programs.\n\nCommercial credit.\n\nImagine BusinessQualify\u2122, a funding eligibility platform for entrepreneurs.\n\nPotential capabilities:\n\nBusiness financial assessment.\n\nRevenue and cash flow analysis.\n\nFinancing requirement matching.\n\nDocument preparation.\n\nLender program comparisons.\n\nFunding readiness indicators.\n\nApplication tracking.\n\nBroker and lender integrations.\n\nImagine a growing ecommerce company seeking capital to purchase inventory.\n\nBusinessQualify\u2122 could help identify financing categories that appear relevant to its financial profile.\n\nENTREPRENEURS SHOULDN'T HAVE TO SPEND WEEKS DISCOVERING WHICH FUNDING OPTIONS MAY FIT THEIR BUSINESS.\n\n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n\n\ud83e\udd16 04 \u2014 QUALIFYAGENTS\u2122\nSPECIALIZED AI FOR FINANCIAL ELIGIBILITY\n\nImagine a coordinated network of qualification assistants.\n\nMortgageAgent\u2122\n\nSupports mortgage readiness assessments.\n\nCreditAgent\u2122\n\nOrganizes credit product eligibility information.\n\nBusinessAgent\u2122\n\nEvaluates business financing requirements.\n\nGrantAgent\u2122\n\nDiscovers relevant grant programs.\n\nInsuranceAgent\u2122\n\nSupports insurance product comparisons.\n\nDocumentAgent\u2122\n\nOrganizes required application documents.\n\nComplianceAgent\u2122\n\nAssists with regulatory workflows.\n\nMatchAgent\u2122\n\nConnects applicants with potentially relevant providers.\n\nImagine a startup founder searching for non-dilutive financing.\n\nGrantAgent\u2122 identifies potentially relevant programs.\n\nBusinessAgent\u2122 reviews available company information.\n\nDocumentAgent\u2122 organizes application requirements.\n\nMatchAgent\u2122 presents suitable opportunities for further review.\n\nMULTIPLE SPECIALIZED CAPABILITIES.\n\nONE INTELLIGENT QUALIFICATION EXPERIENCE.\n\n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n\n\ud83c\udfaf 05 \u2014 QUALIFYMATCH\u2122\nMATCH THE RIGHT APPLICANT WITH THE RIGHT PROVIDER\n\nTraditional lead generation often prioritizes volume.\n\nBut financial service providers don't simply need more leads.\n\nTHEY NEED RELEVANT, CONSENTED, BETTER-PREPARED APPLICANTS.\n\nImagine QualifyMatch\u2122, a B2B matching infrastructure platform.\n\nPotential capabilities:\n\nEligibility-based routing.\n\nProduct criteria matching.\n\nApplicant consent management.\n\nProvider integrations.\n\nLead quality analytics.\n\nApplication status tracking.\n\nReferral workflows.\n\nPerformance reporting.\n\nA mortgage broker could receive inquiries that have already completed a preliminary readiness assessment.\n\nA business lender could focus on applicants whose needs align with its products.\n\nLESS WASTED PROCESSING.\n\nBETTER CUSTOMER EXPECTATIONS.\n\nMORE RELEVANT CONNECTIONS.\n\n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n\n\ud83d\udcc4 06 \u2014 QUALIFYDOCS\u2122\nSTOP REBUILDING THE SAME APPLICATION\n\nFinancial applications often require similar information.\n\nIdentity documents.\n\nIncome statements.\n\nBank records.\n\nBusiness financials.\n\nTax documents.\n\nProof of assets.\n\nImagine QualifyDocs\u2122, a secure document preparation and organization system.\n\nPotential capabilities:\n\nDocument checklists.\n\nSecure uploads.\n\nAutomated classification.\n\nInformation extraction.\n\nMissing document alerts.\n\nConsent-based sharing.\n\nApplication package preparation.\n\nRetention controls.\n\nPREPARE ONCE.\n\nREUSE APPROPRIATELY.\n\nSHARE ONLY WITH AUTHORIZATION.\n\n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n\n\ud83c\udf10 07 \u2014 QUALIFYAPI\u2122\nELIGIBILITY INTELLIGENCE AS INFRASTRUCTURE\n\nThe larger commercial opportunity could extend beyond a consumer-facing platform.\n\nImagine QualifyAPI\u2122, a developer infrastructure product enabling financial companies to integrate qualification workflows.\n\nPotential capabilities:\n\nEligibility rule engines.\n\nPrequalification questionnaires.\n\nDocument readiness checks.\n\nApplication routing.\n\nAffordability calculations.\n\nConsent management.\n\nDecision explanation support.\n\nCompliance integrations.\n\nPotential customers:\n\nMortgage brokers.\n\nFinancial marketplaces.\n\nFintech startups.\n\nBanks.\n\nCredit unions.\n\nInsurance technology companies.\n\nBusiness lending platforms.\n\nTHE CONSUMER PLATFORM COULD BUILD BRAND RECOGNITION.\n\nTHE API PLATFORM COULD BUILD RECURRING B2B REVENUE.\n\n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n\n\ud83d\udee1\ufe0f 08 \u2014 QUALIFYTRUST\u2122\nFAIRNESS, TRANSPARENCY, AND PRIVACY BY DESIGN\n\nFinancial eligibility systems can influence important life decisions.\n\nThat requires serious safeguards.\n\nImagine QualifyTrust\u2122, a governance framework incorporating:\n\nExplicit applicant consent.\n\nSecure data processing.\n\nFairness testing.\n\nExplainable eligibility assessments.\n\nHuman review and escalation.\n\nData minimization.\n\nRegulatory compliance.\n\nAudit trails.\n\nClear distinctions between preliminary matching and formal approval.\n\nAI SHOULD HELP PEOPLE UNDERSTAND ELIGIBILITY.\n\nIT SHOULD NOT BECOME AN UNACCOUNTABLE BLACK BOX THAT DECIDES THEIR FINANCIAL FUTURE.\n\n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n\n\ud83d\udd04 THE LETSQUALIFY FLYWHEEL\n\nCONSUMERS AND BUSINESSES START AN ELIGIBILITY ASSESSMENT\n\n\u2193\n\nQUALIFYCORE\u2122 ORGANIZES RELEVANT INFORMATION\n\n\u2193\n\nQUALIFYAGENTS\u2122 SUPPORT SPECIALIZED ANALYSIS\n\n\u2193\n\nQUALIFYMATCH\u2122 IDENTIFIES POTENTIALLY RELEVANT PROVIDERS\n\n\u2193\n\nQUALIFYDOCS\u2122 HELPS PREPARE APPLICATIONS\n\n\u2193\n\nPARTICIPATING PROVIDERS REVIEW ELIGIBLE INQUIRIES\n\n\u2193\n\nCUSTOMERS RECEIVE CLEARER NEXT STEPS\n\n\u2193\n\nMORE PROVIDERS INTEGRATE WITH THE PLATFORM\n\n\u2193\n\nQUALIFYAPI\u2122 EXPANDS DEVELOPER DISTRIBUTION\n\n\u2193\n\nRECURRING AND TRANSACTION-BASED REVENUE SUPPORTS GROWTH\n\nPotential competitive advantages:\n\nLender and broker integrations.\n\nReliable eligibility criteria.\n\nConsumer trust.\n\nApplication workflow infrastructure.\n\nConsent-based financial data connectivity.\n\nProvider relationships.\n\nDeveloper adoption.\n\nRegulatory expertise.\n\nTHE LONG-TERM MOAT ISN'T A SIMPLE ELIGIBILITY QUESTIONNAIRE.\n\nIT'S THE INFRASTRUCTURE CONNECTING FINANCIAL NEEDS WITH RELEVANT PRODUCTS AND PROVIDERS.\n\n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n\n\ud83d\udcb0 THE BUSINESS MODEL\n\nhttps://t.co/F81uI4YwOr could support several commercial revenue streams.\n\n01 \u2014 QUALIFIED REFERRALS\n\nCompliant referral arrangements with participating providers.\n\n02 \u2014 ENTERPRISE SAAS\n\nSubscriptions for brokers and financial institutions.\n\n03 \u2014 QUALIFYAPI\u2122\n\nUsage-based eligibility infrastructure.\n\n04 \u2014 MORTGAGE TECHNOLOGY\n\nPrequalification workflow licensing.\n\n05 \u2014 BUSINESS FINANCING MARKETPLACE\n\nProvider participation and eligible referral revenue.\n\n06 \u2014 DOCUMENT AUTOMATION\n\nPremium application preparation tools.\n\n07 \u2014 WHITE-LABEL QUALIFICATION\n\nLicensed technology for financial brands.\n\n08 \u2014 FINANCIAL READINESS TOOLS\n\nOptional premium planning features.\n\n09 \u2014 ENTERPRISE INTEGRATIONS\n\nImplementation and support services.\n\n10 \u2014 STRATEGIC PARTNERSHIPS\n\nCollaborations with appropriately regulated financial service providers.\n\nONE COMMERCIAL ACTION.\n\nMULTIPLE FINANCIAL VERTICALS.\n\nRECURRING SOFTWARE AND MARKETPLACE REVENUE POTENTIAL.\n\n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n\n\ud83c\udfaf THE GO-TO-MARKET STRATEGY\n\nA new venture shouldn't attempt to qualify applicants for every financial product simultaneously.\n\nSTART WITH A HIGH-VALUE DECISION WHERE CUSTOMERS ALREADY SEARCH FOR ANSWERS.\n\nMORTGAGE PREQUALIFICATION AND BROKER MATCHING.\n\nWhy?\n\nThe customer need is clear.\n\nThe transaction value can support commercial distribution.\n\nMortgage brokers already invest in customer acquisition.\n\nThe qualification process has structured requirements.\n\nAnd the platform could expand into adjacent financial categories.\n\nPHASE ONE \u2014 MORTGAGEMATCH\u2122\n\nLaunch preliminary mortgage readiness assessments.\n\nPHASE TWO \u2014 QUALIFYMATCH\u2122\n\nConnect customers with participating licensed brokers.\n\nPHASE THREE \u2014 QUALIFYDOCS\u2122\n\nIntroduce secure application preparation.\n\nPHASE FOUR \u2014 QUALIFYAPI\u2122\n\nOffer qualification infrastructure to financial partners.\n\nPHASE FIVE \u2014 BUSINESSQUALIFY\u2122\n\nExpand into business financing.\n\nPHASE SIX \u2014 MULTI-VERTICAL ELIGIBILITY\n\nExplore additional regulated financial and insurance categories.\n\nSTART WITH ONE FINANCIAL DECISION.\n\nPROVE CUSTOMER VALUE.\n\nBUILD PROVIDER RELATIONSHIPS.\n\nEXPAND INTO A QUALIFICATION ECOSYSTEM.\n\n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n\n\ud83d\udc8e WHY https://t.co/w24UpsNUDi?\n\nConsider the domain.\n\nLET'S.\n\nAn invitation.\n\nA collaborative tone.\n\nA sense of action.\n\nQUALIFY.\n\nA commercially important verb associated with:\n\nEligibility.\n\nFinancing.\n\nCredit.\n\nMortgages.\n\nInsurance.\n\nBusiness opportunities.\n\nApplications.\n\nApprovals.\n\nTogether:\n\nhttps://t.co/F81uI4YwOr\n\nA memorable, action-oriented digital identity.\n\nThe name doesn't require a lengthy explanation.\n\nLET'S QUALIFY.\n\nIt naturally encourages the customer to begin a process.\n\nPotential brand extensions:\n\nLETSQUALIFY AI.\n\nLETSQUALIFY MORTGAGE.\n\nLETSQUALIFY BUSINESS.\n\nLETSQUALIFY CREDIT.\n\nLETSQUALIFY GRANTS.\n\nLETSQUALIFY INSURANCE.\n\nLETSQUALIFY API.\n\nLETSQUALIFY ENTERPRISE.\n\nThe name could also extend beyond financial services into professional certifications, supplier eligibility, employment screening, and other qualification workflows.\n\nTHE DOMAIN DESCRIBES A HIGH-INTENT ACTION.\n\nTHE BUSINESS CAN BUILD A COMMERCIAL ECOSYSTEM AROUND THAT ACTION.\n\nImportantly, qualify should represent an assessment process, not a promise of approval.\n\nCommercial adoption would require appropriate trademark, financial regulatory, and consumer protection review.\n\n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n\n\ud83c\udfe2 WHO SHOULD ACQUIRE https://t.co/w24UpsNUDi?\n\nMORTGAGE TECHNOLOGY COMPANIES\n\nDeveloping prequalification platforms.\n\nFINTECH FOUNDERS\n\nBuilding financial eligibility marketplaces.\n\nLENDING MARKETPLACES\n\nImproving applicant matching.\n\nMORTGAGE BROKER NETWORKS\n\nCreating national consumer acquisition brands.\n\nBUSINESS FINANCING PLATFORMS\n\nConnecting entrepreneurs with capital providers.\n\nCREDIT TECHNOLOGY COMPANIES\n\nDeveloping application readiness tools.\n\nINSURTECH STARTUPS\n\nBuilding eligibility and comparison systems.\n\nFINANCIAL SOFTWARE PROVIDERS\n\nLaunching qualification APIs.\n\nVENTURE STUDIOS\n\nExploring fintech infrastructure opportunities.\n\nSTRATEGIC INVESTORS\n\nInterested in financial technology, lead generation infrastructure, and enterprise SaaS.\n\n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n\n\ud83e\udd1d ACQUISITION + STRATEGIC PARTNERSHIP OPPORTUNITY\n\nAt https://t.co/k6aRlccAPi, we believe premium domains can become the foundation of ambitious technology companies.\n\nhttps://t.co/F81uI4YwOr is available for acquisition.\n\nOur daily venture concepts are also invitations to collaborate.\n\nWe're interested in connecting with fintech founders, mortgage technology companies, financial service providers, AI developers, venture studios, experienced business builders, and strategic investors.\n\nYou may have the lending relationships.\n\nYou may have the technology.\n\nYou may have the compliance expertise.\n\nYou may have the customer acquisition infrastructure.\n\nYou may have the engineering team.\n\nYou may have the investment capital.\n\nWE MAY HAVE THE DOMAIN AND A COMMERCIAL VISION WORTH BUILDING TOGETHER.\n\nThe platforms and modules described here are proposed venture concepts, not existing https://t.co/F81uI4YwOr products or services.\n\n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n\n\ud83d\ude80 THE BIGGER VISION\n\nImagine a first-time homebuyer understanding their mortgage readiness before approaching a lender.\n\nAn entrepreneur discovering financing programs that fit their business.\n\nA startup identifying relevant grant opportunities.\n\nA broker receiving better-prepared inquiries.\n\nA financial institution reducing unnecessary application processing.\n\nA developer integrating eligibility intelligence into a new fintech product.\n\nAnd one recognizable platform helping connect people with opportunities.\n\nTHE FUTURE OF FINANCIAL SERVICES ISN'T JUST ABOUT FASTER APPLICATIONS.\n\nIT'S ABOUT HELPING PEOPLE UNDERSTAND THEIR OPTIONS BEFORE THEY APPLY.\n\nhttps://t.co/F81uI4YwOr\nKNOW YOUR OPTIONS. UNLOCK YOUR OPPORTUNITIES.\u2122\n\n\ud83c\udfe1 EXPLORE MORTGAGE READINESS.\n\n\ud83d\udcbc DISCOVER BUSINESS FINANCING.\n\n\ud83e\udde0 UNDERSTAND ELIGIBILITY.\n\n\ud83e\udd16 ACTIVATE QUALIFICATION INTELLIGENCE.\n\n\ud83d\udd17 CONNECT WITH RELEVANT PROVIDERS.\n\n\ud83d\ude80 BUILD THE NEXT GENERATION OF FINANCIAL MATCHING.\n\nAvailable now at https://t.co/k6aRlccAPi.\n\nFor fintech founders.\n\nFor mortgage technology companies.\n\nFor financial marketplaces.\n\nFor AI entrepreneurs.\n\nFor venture studios.\n\nFor serial business builders.\n\nFor strategic investors.\n\nEVERY FINANCIAL OPPORTUNITY HAS REQUIREMENTS.\n\nTHE NEXT GREAT FINTECH PLATFORM COULD MAKE THOSE REQUIREMENTS EASIER TO UNDERSTAND.\n\nhttps://t.co/w24UpsNUDi \u2014 YOUR NEXT OPPORTUNITY STARTS HERE.\u2122\n\n#LetsQualify #LetsQualifyCom #Fintech #MortgageTech #PreQualification #FinancialEligibility #LendingTechnology #MortgageMarketplace #BusinessFinancing #CreditTechnology #FinancialServices #ArtificialIntelligence #EnterpriseAI #AgenticAI #AIAgents #FinancialInfrastructure #InsurTech #RegTech #B2BSaaS #FintechStartups #StartupFounders #VentureCapital #PremiumDomains #DomainInvesting #DotcomsIO", "source": null, "retweetCount": 0, "replyCount": 0, "likeCount": 0, "quoteCount": 0, "viewCount": 144, "createdAt": "Tue Nov 03 12:22:55 +0000 2026", "lang": "en", "bookmarkCount": 1, "isReply": false, "inReplyToId": null, "conversationId": "2117593364925128764", "media": [ { "type": "photo", "url": "https://pbs.twimg.com/media/HWMz7yWW0AAya7J.jpg", "expanded_url": "https://x.com/UpHonestReal/status/2117593364925128764/photo/1", "video_url": null } ], "inReplyToUserId": null, "author": { "type": "user", "userName": "UpHonestReal", "url": "https://x.com/UpHonestReal", "id": "1735934638382538753", "name": "TheGuyWhoKnows // UpHonestRealEstate", "isVerified": false, "isBlueVerified": true, "profilePicture": 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2026", "lang": "zxx", "bookmarkCount": 189, "isReply": false, "inReplyToId": null, "conversationId": "2039023236667564300", "media": [], "inReplyToUserId": null, "author": { "type": "user", "userName": "ivygrowths", "url": "https://x.com/ivygrowths", "id": "777144058561036289", "name": "Ivy", "isVerified": false, "isBlueVerified": true, "profilePicture": "https://pbs.twimg.com/profile_images/2049988594509512704/TGBoej94_normal.jpg", "coverPicture": "https://pbs.twimg.com/profile_banners/777144058561036289/1777590344", "description": "The Marketing Girl @contentrewards", "location": "book a call for a free audit \u2192", "followers": 767, "following": 84, "createdAt": "Sat Sep 17 13:55:57 +0000 2016", "canDm": false }, "quoted_tweet": null, "retweeted_tweet": null }, { "type": "tweet", "id": "2066119976486887737", "url": "https://x.com/inversorfreak/status/2066119976486887737", "twitterUrl": "https://twitter.com/inversorfreak/status/2066119976486887737", "text": "https://t.co/JYZeP4iN88", "source": null, "retweetCount": 0, "replyCount": 0, "likeCount": 2, "quoteCount": 1, "viewCount": 231, "createdAt": "Sun Jun 14 11:26:03 +0000 2026", "lang": "zxx", "bookmarkCount": 2, "isReply": false, "inReplyToId": null, "conversationId": "2066119976486887737", "media": [], "inReplyToUserId": null, "author": { "type": "user", "userName": "inversorfreak", "url": "https://x.com/inversorfreak", "id": "1841135748696694790", "name": "AlbertoM", "isVerified": false, "isBlueVerified": true, "profilePicture": "https://pbs.twimg.com/profile_images/1917553355804520448/7LmlazAe_normal.jpg", "coverPicture": "https://pbs.twimg.com/profile_banners/1841135748696694790/1735898717", "description": "Making stuffs until I reach 10k MRR", "location": "", "followers": 876, "following": 709, "createdAt": "Tue Oct 01 15:19:33 +0000 2024", "canDm": true }, "quoted_tweet": null, "retweeted_tweet": null }, { "type": "tweet", "id": "2066534504441737376", "url": "https://x.com/bennstancil/status/2066534504441737376", "twitterUrl": "https://twitter.com/bennstancil/status/2066534504441737376", "text": "https://t.co/6njjtl67a9", "source": null, "retweetCount": 0, "replyCount": 0, "likeCount": 4, "quoteCount": 0, "viewCount": 1652, "createdAt": "Mon Jun 15 14:53:14 +0000 2026", "lang": "zxx", "bookmarkCount": 7, "isReply": false, "inReplyToId": null, "conversationId": "2066534504441737376", "media": [], "inReplyToUserId": null, "author": { "type": "user", "userName": "bennstancil", "url": "https://x.com/bennstancil", "id": "1643966166", "name": "Benn Stancil", "isVerified": false, "isBlueVerified": true, "profilePicture": "https://pbs.twimg.com/profile_images/1387229616528666629/zSDydmJ__normal.jpg", "coverPicture": null, "description": "I have a blog | https://t.co/vSiSGIleUo\nMy place of work | https://t.co/f6QIgfbiI2\nJoin my professional network | https://t.co/nxw4OZspsV\nI have a website | https://t.co/5YOf0jstfE", "location": "New York", "followers": 7837, "following": 297, "createdAt": "Sun Aug 04 00:55:29 +0000 2013", "canDm": true }, "quoted_tweet": null, "retweeted_tweet": null }, { "type": "tweet", "id": "2067218814261940548", "url": "https://x.com/slatro_eth/status/2067218814261940548", "twitterUrl": "https://twitter.com/slatro_eth/status/2067218814261940548", "text": "I think the next billion-dollar crypto + AI startup won't help people make decisions.\n\nIt will help them remember why they made them.\n\nThe problem:\n\nPeople outsource more and more thinking to AI every year.\n\nA year later they remember the outcome, but not the reasoning.\n\nWhy did I buy this?\nWhy did I invest in that?\nWhy did I change my mind?\nWhy did I trust this source?\n\nThe context disappears.\nMy startup idea is called Conviction.\nEvery important decision you make gets compressed into a cryptographically signed \"reason block.\"\n\nYour research, assumptions, AI conversations, forecasts, and doubts are stored as a private timeline.\n\nYears later, you can rewind any decision and see exactly what information existed at that moment.\n\nNot what you wish you knew.\nWhat you actually knew.\n\nThe AI layer spots patterns across your history:\n\n\"You keep making the same mistake when markets become euphoric.\"\n\n\"You perform best when your thesis comes from original research instead of social consensus.\"\nMost people think AI will become an advisor.\n\nI think the bigger opportunity is building an AI that becomes your institutional memory.\n\nFunny enough, platforms like @RallyOnChain are already moving in that direction.\n\nThe score isn't just the reward.\n\nIt's a record of contribution, quality, and reputation over time.\n\nWhat decision would you pay money to fully revisit with all of your original thinking intact?", "source": null, "retweetCount": 2, "replyCount": 4, "likeCount": 11, "quoteCount": 0, "viewCount": 759, "createdAt": "Wed Jun 17 12:12:27 +0000 2026", "lang": "en", "bookmarkCount": 4, "isReply": false, "inReplyToId": null, "conversationId": "2067218814261940548", "media": [ { "type": "photo", "url": "https://pbs.twimg.com/media/HLA8b4KWIAEW5Qq.jpg", "expanded_url": "https://x.com/slatro_eth/status/2067218814261940548/photo/1", "video_url": null } ], "inReplyToUserId": null, "author": { "type": "user", "userName": "slatro_eth", "url": "https://x.com/slatro_eth", "id": "1060256410938851328", "name": "Slatro", "isVerified": false, "isBlueVerified": true, "profilePicture": "https://pbs.twimg.com/profile_images/1950516136455352320/Y1WC-Gvu_normal.jpg", "coverPicture": "https://pbs.twimg.com/profile_banners/1060256410938851328/1753541380", "description": "Content Creator | Vibe Coder on Web3 | My shares aren't financial advice. DYOR!\n@SentientAGI \u2022 Spark | @Arc \u2022 Builder", "location": "\u0130stanbul", "followers": 10782, "following": 843, "createdAt": "Wed Nov 07 19:43:21 +0000 2018", "canDm": true }, "quoted_tweet": null, "retweeted_tweet": null }, { "type": "tweet", "id": "2063249667765248267", "url": "https://x.com/TBG_JUST_G/status/2063249667765248267", "twitterUrl": "https://twitter.com/TBG_JUST_G/status/2063249667765248267", "text": "The last 2 weeks I've been deep in the architecture of https://t.co/qmceuTvktn.\n\nLet me start with a fun update, and then I'll get technical. It may be long, but it's incredible stuff and I'm serving you SOME answers to what makes the $CLAUDEWAR ecosystem both VALUABLE and what makes it tick- info served on a silver platter in a way anyone who's willing can understand- that is my intent with these long posts.\n> BUT YOU HAVE TO DIVE IN YOURSELF. \nBoth by using the app and reading the https://t.co/LpJcyzqByL pages to properly research yourself. Otherwise, all of this will sound 'too incredible.' Reality, it is incredible, but it's more than achievable.\n\n31,000+ users don't use https://t.co/qmceuTvktn for 0 reason. That's your cue I'm on to something. My consistency is your cue that I believe, with the help of my guardian angels and God, I am capable of continuing to make this vision a reality. The hardest work is more or less done. In March I slept 20 hours. In April, a little more than 20 hours. Through May I have found a HEALTHY and HUMAN rhythm. I will continue to adjust, bend and do whatever it takes to thrive.\n$ClaudeWar is king.\nClaudeWar LLC is groundbreaking.\nhttps://t.co/023S59LU6o spans all industries, while also merging web2 and web3. De-pin. Big data. AI analytics. OSINT aggregation. Proprietary technology implementation in ways no PUBLIC FACING App has ever done.\n\nWe started with 0 users. We are a little beyond that at 31,000+ across 111 countries. Job is NOT finished.\n\nNow the prediction markets update.\n\nWe've been in contact with the @DFlowProtocol team.\n\nClaudeWar Prediction Market Signals are live on https://t.co/UuO5h69SxD - currently running an 87% win rate on Polymarket signals curated by ClaudeWar's AI against our live intelligence database.\n\nThanks to DFlow, https://t.co/UuO5h69SxD will soon offer:\n\n\u2705 Kalshi market signals - curated by ClaudeWar intel\n\u2705 In-app Kalshi trading - no leaving the terminal\n\u2705 All powered by the same 60+ layer database\n\nThis is not general market research. This is intelligence-driven signal curation from a platform that sees the world before headlines do.\n\nAccess requires:\n\n\ud83d\udd10 AI OPERATIVE membership: https://t.co/hWVzgNs4CA\n\ud83d\udc8e $100+ of $CLAUDEWAR in your wallet\nCA: 9fnRi189Xd11iz7Hee47mZuxK6wM3zDpsvgsAkgZpump\n\nAI OPERATIVE membership includes far more than market signals. Every perk and benefit listed at https://t.co/2B1Nm4M0my\n\nWhether you're a geopolitical researcher, crypto trader, TradFi analyst, or just someone who wants to see the world in real time, these tools are built for you.\n\nNot features. Architecture that improves all current features, operations and FUTURE ClaudeWar products. These span all industries and niches in web2 and web3. Global intelligence and financial intelligence, fused with proprietary tech and the @ClaudeWar1 AI agent and other AI layering is POWERFUL and INCREDIBLY, UNBELIEVABLY USEFUL.\n\nThread on what's coming and why it matters \ud83e\uddf5\n\nClaudeWar monitors 40+ live data layers 24/7/365:\n\n\ud83d\udee1\ufe0f GPS jamming zones (real-time, not 24h delayed)\n\u2708\ufe0f Military flights + high-value watchlist aircraft\n\ud83d\ude80 Missile strikes + shelter alerts\n\ud83c\udf0b Volcanic activity, earthquakes, active fires\n\u2600\ufe0f Solar flares, CME arrivals, geomagnetic storms\n\ud83d\udef8 Fireballs, asteroids, ISS track, 3I/ATLAS comet\n\ud83e\uddec Biosurveillance + disease outbreak detection\n\u26a1 ADS-B blackouts, Starlink EW overlaps\n\ud83d\udcb9 Financial markets, crypto, chokepoint vessel stress\n\ud83c\udf00 Hurricane tracks, severe storms, convergence events\n\nSea. Air. Sky. Land. Finance. Biology.\n\nAll sourced from @NASA @NOAA @CDC @WHO @Celestrak and 35+ other tier-1 institutions.\n\nFor the last 2 weeks I've been fixing the engine, not the touch screen and speedometers, so to speak. The result: the entire car runs like a Bugatti. Remember, because I'm bootstrapping everything, I had to build fast because:\n\n1. Web3 moves fast\n2. I needed to open myself up to revenue ASAP for survival\n\nThat's why your $9 AI OPERATIVE memberships are just as important as any Enterprise contract.\n\nI did 1 and 2 WITHOUT sacrificing user experience. But as the platform scales, I had to go back and get everything to industry standard so I could continue to remain modular, flexible, and capable of having my app stack infinite data layers like we do with the ones we have. \nMe adding 1,000s more to https://t.co/qmceuTvktn is not an exaggeration. Proper structuring is a necessity with THIS many users and THAT many data layer ingestions.\n\nSingle-threaded architecture optimized. Database advisory locks restructured. Background thread pool rebuilt with gevent-native workers. Layer fast paths eliminating internal HTTP loopback calls. All of this will scale within the next couple of months as I migrate 100% to @microsoft and @Azure systems.\n\nThe results already: p90 response times dropped from 20+ seconds to under 200ms between deploys.\n\nThis wasn't visible to users. But users feel it. And growth back to viral levels shows users FEEL IT. That was the point.\n\nPhase 2 is now underway. It ties into focus on revenue increase\n\nEvery single data layer is being properly logged into ClaudeWar's database in a structured, auditable, modular format.\n\nNot just for the platform today. For everything coming:\n\n\ud83d\udcfc DVR Rewind: replay any layer at any point in history\n\ud83d\udd2e Predictive AI layers: pattern detection across events\n\ud83d\udcca DeFi and TradFi trading tools built on real intelligence\n\ud83d\udd17 Full Microsoft Azure migration (we're in the @Microsoft Azure Founders Program)\n\nYou'll notice phase 2 is already working by how accurate the @ClaudeWar1 AI Agent is getting.\n\nIn https://t.co/34i85DwM8C, Discord https://t.co/B5ajyURkC7, and the app, the AI Agent now sees events that happened seconds ago. Cleaner database ingestion means the entire platform gets smarter in real time.\n\nImportant: everything on ClaudeWar is research. Never financial advice. But tools built on real intelligence, updated in real time, from the most reputable sources on earth, those have a way of being useful.\n\nSee every tool and many industries ClaudeWar targets:\nhttps://t.co/w2mZbf1rLZ\nhttps://t.co/HbLysbqZdV\n\n$CLAUDEWAR\nCA: 9fnRi189Xd11iz7Hee47mZuxK6wM3zDpsvgsAkgZpump", "source": null, "retweetCount": 4, "replyCount": 5, "likeCount": 6, "quoteCount": 1, "viewCount": 2513, "createdAt": "Sat Jun 06 13:20:28 +0000 2026", "lang": "en", "bookmarkCount": 2, "isReply": false, "inReplyToId": null, "conversationId": "2063249667765248267", "media": [ { "type": "video", "url": "https://pbs.twimg.com/amplify_video_thumb/2063248764618375168/img/IvTyZX0GYHSPyJte.jpg", "expanded_url": "https://x.com/TBG_JUST_G/status/2063249667765248267/video/1", "video_url": "https://video.twimg.com/amplify_video/2063248764618375168/vid/avc1/1920x1154/CS2r4I_yi5gGrViL.mp4?tag=27" } ], "inReplyToUserId": null, "author": { "type": "user", "userName": "TBG_JUST_G", "url": "https://x.com/TBG_JUST_G", "id": "1469891215717974016", "name": "JUST G - The Blockhain Gods arc", "isVerified": false, "isBlueVerified": true, "profilePicture": "https://pbs.twimg.com/profile_images/2037636476910055424/snRlbzuV_normal.jpg", "coverPicture": "https://pbs.twimg.com/profile_banners/1469891215717974016/1792544456", "description": "gem hunter \ud83d\udc8e\nformerly @BlockchainGods_ (TBG, duh)\n\nDEX & perps trading:\nhttps://t.co/cxCnb4Q7Gz\n\nGod. Family. Business. Tech. Music.\n\n444 \ud83d\udc9c", "location": "Metaverse, Blockchain ", "followers": 20536, "following": 2226, "createdAt": "Sun Dec 12 04:46:19 +0000 2021", "canDm": true }, "quoted_tweet": { "id": "2059365332129620193", "text": "Hey @mert, \nyou suggested @dflow for https://t.co/NFoaYg8XuM prediction market signals and trading because of the issue I had getting @Kalshi markets curated in https://t.co/186TZT7EYE\n\nI sent an API request to DFLOW 3 days ago, do you know is there another way on their site to", "user": { "name": "JUST G - The Blockhain Gods arc", "screen_name": "TBG_JUST_G" } }, "retweeted_tweet": null }, { "type": "tweet", "id": "2067158720623137101", "url": "https://x.com/LegoJL5/status/2067158720623137101", "twitterUrl": "https://twitter.com/LegoJL5/status/2067158720623137101", "text": "Every crypto protocol is fighting for attention.\n\nEvery AI agent is fighting for compute.\n\nNobody is optimizing for human attention itself.\n\nMy startup idea: Attention Markets.\n\nInstead of ads, users create on-chain markets for their attention.\n\nWant me to read your whitepaper, test your app, or watch your demo? Stake funds into an attention pool.\n\nAI agents verify that I genuinely engaged with the content, not just clicked it.\n\nProblem:\nThe internet rewards clicks, impressions, and bots. It doesn't reward real attention.\nSolution:\nCreate a protocol where attention becomes a measurable, tradable asset. Users earn for providing attention. Builders pay only for verified engagement.\n\nThis could replace large parts of the broken digital advertising industry.\nThe next financial primitive may not be money.\n\nIt may be attention itself.\n\nI'd love to see what other builders in the @RallyOnChain community would create on top of this idea. What's the missing piece? Let's brainstorm the next billion-dollar protocol together.", "source": null, "retweetCount": 2, "replyCount": 50, "likeCount": 37, "quoteCount": 0, "viewCount": 279, "createdAt": "Wed Jun 17 08:13:39 +0000 2026", "lang": "en", "bookmarkCount": 0, "isReply": false, "inReplyToId": null, "conversationId": "2067158720623137101", "media": [ { "type": "photo", "url": "https://pbs.twimg.com/media/HLAF3zyboAABNPL.jpg", "expanded_url": "https://x.com/LegoJL5/status/2067158720623137101/photo/1", "video_url": null } ], "inReplyToUserId": null, "author": { "type": "user", "userName": "LegoJL5", "url": "https://x.com/LegoJL5", "id": "72837496", "name": "Hepybee", "isVerified": false, "isBlueVerified": false, "profilePicture": "https://pbs.twimg.com/profile_images/2075866662264610816/lIJiVbvB_normal.jpg", "coverPicture": "https://pbs.twimg.com/profile_banners/72837496/1783760156", "description": "Web3 Gamefi K-pop", "location": "Jakarta Capital Region, Indone", "followers": 1674, "following": 5759, "createdAt": "Wed Sep 09 12:13:07 +0000 2009", "canDm": true }, "quoted_tweet": null, "retweeted_tweet": null }, { "type": "tweet", "id": "2044454751556014113", "url": "https://x.com/alexcooldev/status/2044454751556014113", "twitterUrl": "https://twitter.com/alexcooldev/status/2044454751556014113", "text": "https://t.co/yFeIZl2VUC", "source": null, "retweetCount": 11, "replyCount": 12, "likeCount": 175, "quoteCount": 2, "viewCount": 13756, "createdAt": "Wed Apr 15 16:36:11 +0000 2026", "lang": "zxx", "bookmarkCount": 328, "isReply": false, "inReplyToId": null, "conversationId": "2044454751556014113", "media": [], "inReplyToUserId": null, "author": { "type": "user", "userName": "alexcooldev", "url": "https://x.com/alexcooldev", "id": "1591276020090671104", "name": "Alex Nguyen", "isVerified": false, "isBlueVerified": true, "profilePicture": "https://pbs.twimg.com/profile_images/2042693508176449536/HHjqfw7E_normal.jpg", "coverPicture": "https://pbs.twimg.com/profile_banners/1591276020090671104/1680896034", "description": "Indie Hacker building AI apps:\n400K+ users \ud83e\udd19 (https://t.co/BOZvk1HA2n)\n70K+ users \ud83e\udd0c (https://t.co/wHZuITsNqP)\n+3 stealth apps, partnered with @rork and @arcads_ai", "location": "HCMC Vietnam", "followers": 69347, "following": 710, "createdAt": "Sat Nov 12 03:45:59 +0000 2022", "canDm": true }, "quoted_tweet": null, "retweeted_tweet": null }, { "type": "tweet", "id": "2061902728423469259", "url": "https://x.com/adenwron/status/2061902728423469259", "twitterUrl": "https://twitter.com/adenwron/status/2061902728423469259", "text": "https://t.co/QCkGBOiwn9", "source": null, "retweetCount": 30, "replyCount": 22, "likeCount": 387, "quoteCount": 7, "viewCount": 194169, "createdAt": "Tue Jun 02 20:08:13 +0000 2026", "lang": "zxx", "bookmarkCount": 1242, "isReply": false, "inReplyToId": null, "conversationId": "2061902728423469259", "media": [], "inReplyToUserId": null, "author": { "type": "user", "userName": "adenwron", "url": "https://x.com/adenwron", "id": "2041903932583120896", "name": "Aden Libin", "isVerified": false, "isBlueVerified": true, "profilePicture": "https://pbs.twimg.com/profile_images/2087385344278765568/oMJG1EZt_normal.jpg", "coverPicture": "https://pbs.twimg.com/profile_banners/2041903932583120896/1786506237", "description": "co-founder https://t.co/izVDb3PN4n | @umich alum", "location": "", "followers": 2659, "following": 177, "createdAt": "Wed Apr 08 15:40:18 +0000 2026", "canDm": true }, "quoted_tweet": null, "retweeted_tweet": null }, { "type": "tweet", "id": "2064242433060442552", "url": "https://x.com/CrackWithTruely/status/2064242433060442552", "twitterUrl": "https://twitter.com/CrackWithTruely/status/2064242433060442552", "text": "My next billion-dollar idea: Every app is adding AI. My app will remove it. \ud83d\udc80", "source": null, "retweetCount": 0, "replyCount": 0, "likeCount": 11, "quoteCount": 0, "viewCount": 25, "createdAt": "Tue Jun 09 07:05:22 +0000 2026", "lang": "en", "bookmarkCount": 0, "isReply": false, "inReplyToId": null, "conversationId": "2064242433060442552", "media": [], "inReplyToUserId": null, "author": { "type": "user", "userName": "CrackWithTruely", "url": "https://x.com/CrackWithTruely", "id": "2044356658080452608", "name": "Truelycrack", "isVerified": false, "isBlueVerified": false, "profilePicture": "https://pbs.twimg.com/profile_images/2072272454316367872/w_rJk-2v_normal.jpg", "coverPicture": "https://pbs.twimg.com/profile_banners/2044356658080452608/1776864020", "description": "AI interview assistance designed for real-time performance\u2014helping you think faster, answer smarter, and succeed under pressure.\n\n#TruelyCrack #TechInterviews", "location": "UnitedStates", "followers": 21, "following": 32, "createdAt": "Wed Apr 15 10:06:37 +0000 2026", "canDm": false }, "quoted_tweet": null, "retweeted_tweet": null }, { "type": "tweet", "id": "2067126089722585427", "url": "https://x.com/AtikEcho/status/2067126089722585427", "twitterUrl": "https://twitter.com/AtikEcho/status/2067126089722585427", "text": "Sending resumes. Sharing certificates. Proving experience. Convincing strangers they can be trusted.\n\nThe problem isn't a lack of talent. The problem is that trust is fragmented across dozens of platforms. \n\nMy startup idea: ProofPass AI.\n\nAn AI-powered reputation protocol that combines verified credentials, work history, on-chain activity, community contributions, and real achievements into a portable trust profile owned by the user.\n\n\u2705 Lookingfor a job? Instantly prove your skills.\n\n\u2705 Applying for a loan? Let your reputation speak for itself.\n\n\u2705Joining a new platform? Bring your credibility with you instead of starting from zero.\n\nIn the AI era, information will be abundant. Trust will be scarce. The next billion-dollar opportunity isn't another chatbot. It's building the infrastructure for\nverifiable trust.\n\nThis follows the campaign rules:\n\n\u2705 Mentions @RallyOnChain\n\u2705 States a clear problem\n\u2705 Explains the solution\n\u2705 Doesn't start with a mention or hashtag\n\u2705 Sounds natural rather than generic AI-generated content.", "source": null, "retweetCount": 1, "replyCount": 13, "likeCount": 13, "quoteCount": 1, "viewCount": 325, "createdAt": "Wed Jun 17 06:03:59 +0000 2026", "lang": "en", "bookmarkCount": 0, "isReply": false, "inReplyToId": null, "conversationId": "2067126089722585427", "media": [ { "type": "photo", "url": "https://pbs.twimg.com/media/HK_oOCCa0AEyq52.jpg", "expanded_url": "https://x.com/AtikEcho/status/2067126089722585427/photo/1", "video_url": null } ], "inReplyToUserId": null, "author": { "type": "user", "userName": "AtikEcho", "url": "https://x.com/AtikEcho", "id": "1858187006960185344", "name": "TA ATIK", "isVerified": false, "isBlueVerified": false, "profilePicture": "https://pbs.twimg.com/profile_images/2053908720598515712/3JjK8jBQ_normal.jpg", "coverPicture": "https://pbs.twimg.com/profile_banners/1858187006960185344/1778525154", "description": "Content Creator | Web3 Ambassador| Community Building| LLM & Prompt Engineering | Exploring RAG| Partner program: @polymarket", "location": "", "followers": 1848, "following": 1881, "createdAt": "Sun Nov 17 16:35:03 +0000 2024", "canDm": true }, "quoted_tweet": null, "retweeted_tweet": null }, { "type": "tweet", "id": "2006698454467145862", "url": "https://x.com/daniel_a_blank/status/2006698454467145862", "twitterUrl": "https://twitter.com/daniel_a_blank/status/2006698454467145862", "text": "For non-techies who are impressed by vibe-coding!\n\nBeen having a lot of conversations like:\n\n\"I'm looking for a vibe-coder to build my app! \n\nFrom what I understand, vibe-coding promises near instant delivery time, and significantly lowers development costs\"\n\nI want to clear the air on what's actually happening.\n\nThe good:\n\n1. AI-assisted coding enables a very quick 0 to 1 during the start of a project. Boilerplate stuff, such as authentication, admin dashboards, basic features, etc, are very easy to do now. This is true for web and mobile.\n\n2. AI is extremely capable at making \"small\" coding projects/tools at near-zero cost. Need a script? An internal tool? A prototype? A dashboard? Nearly anyone can produce something that actually works with any of the tools currently available. BUT, there's a huge gap between \"prototypes\" and \"production-grade\" infrastructure. If you scan the various Vibe-Coding groups, you'll see a lot of \"vibe-coders\" looking for professional dev help because their app can't scale, and AI can't help anymore.\n\n3. AI is great at generating websites. It's not \"there\" yet if you're trying to reproduce human made designs in a pixel-perfect manner, but if you value speed and can forego the finer details, you can get a good site up and running very quickly.\n\nThe bad:\n\n1. Professional developers have superior \"vibes\" to \"native\" vibe coders. This means that the app will be more robust and WILL SCALE. Hire a \"cheap\" vibe coder who promises to have your app ready tomorrow? Good luck. You need professional devs for anything remotely serious.\n\n2. Bigger projects, take time. When I'm writing a feature with AI, I spend a lot of time planning it, and a lot of time testing it. It also takes time for the AI to actually write the code (and it's not at light speed). It is indeed faster than ever before, but it still takes significant time and skill to do things well.\n\nI don't know what the future holds. \n\nAs models get better, agents get better, and integrations get better, the promise may come true and ANYONE would be able to build a production-grade app in zero time, on the cheap.\n\nBut today, Jan 1st 2026, we're not there yet.\n\nHow CAN we get better results?\n\n1. The more AI experience you gain, the better your workflows are, and the quicker you can get things done, even in complex legacy codebases. \n\n2. Knowing the right tools and how to use them is the difference between \"vibe-coding\" and \"vibe-engineering\". Cursor, Claude Code, etc. \n\nI do consulting on both subjects: Which tools are best, and how to set them up optimally even within big legacy codebases, all to help you beat the market on speed and quality.", "source": "Twitter Web App", "retweetCount": 0, "replyCount": 0, "likeCount": 2, "quoteCount": 1, "viewCount": 282, "createdAt": "Thu Jan 01 12:06:08 +0000 2026", "lang": "en", "bookmarkCount": 2, "isReply": false, "inReplyToId": null, "conversationId": "2006698454467145862", "media": [ { "type": "photo", "url": "https://pbs.twimg.com/media/G9k5miRXgAAEdYU.jpg", "expanded_url": "https://x.com/daniel_a_blank/status/2006698454467145862/photo/1", "video_url": null } ], "inReplyToUserId": null, "author": { "type": "user", "userName": "daniel_a_blank", "url": "https://x.com/daniel_a_blank", "id": "882496268421005313", "name": "Daniel Blank", "isVerified": false, "isBlueVerified": true, "profilePicture": "https://pbs.twimg.com/profile_images/2014264548644016128/9cWjqZwL_normal.jpg", "coverPicture": "https://pbs.twimg.com/profile_banners/882496268421005313/1769073067", "description": "CEO @ M87: AI Agency @ https://t.co/ASb8frpUmD", "location": "", "followers": 437, "following": 261, "createdAt": "Wed Jul 05 07:08:01 +0000 2017", "canDm": true }, "quoted_tweet": null, "retweeted_tweet": null } ] } }