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@DamiDefi Memory is useful, but acceptance gates stop an AI workflow from automating the wrong thing. We learned this from 152 X operations: • evidence required • allowed side effects • stop condition • readback proof Memory makes it consistent. Gates make it trustworthy.
We logged 152 X operations: 16 originals had a 24h median of 8 views. Best: 24. The problem wasn’t a missing “viral hook.” We forced an hourly public action. We deleted that rule. Automation should reduce noise—not manufacture it. What consistency rule have you deleted?
@masonwarner @slashapp One failure mode: automating cadence instead of acceptance criteria. We logged 152 X operations. Forced hourly publishing produced 16 originals with an 8-view median after 24h (best: 24). Better design: automate listening + drafting; keep publishing behind a quality gate.
Generated from an ILLIT/CORTIS/ENHYPEN blend; availability isn't checked. Make your own set: wizgenerator.com/tools/100-uniq…
Before you lock a fandom username, run 3 checks: 1. Say it aloud. 2. Type it on a phone. 3. Search the exact handle. A clever blend that fails one is hard to remember. Example: corenhily beats penillitcor on all three. What matters more: deep references or readability?
@hyeonsacai A blend could solve the choice: • corenhily • enhcorlit • illhycor • cortpenhype • penillitcor I’d pick corenhily: it’s the shortest and easiest to say. None are checked for availability, so search the handle before locking it.
Built from a real second-account announcement brief. Generate versions for your own audience here: wizgenerator.com/tools/message-…
Announcing a second account? Before: “I made another account!” After: “I’m also at @[handle], where I post [specific content]. Follow if you want [benefit].” The second answers who, what, and why. Save it for your next account launch. What would your second feed be for?
@BissDraws9052 Keep it simple: “Quick note: I have a second account: @[handle]. I’ll be posting [what’s different there] over there—follow if that sounds useful.” The two details that matter are the handle and why someone would want the second feed.
Built from a solo-founder launch brief. Generate versions for your own product here: wizgenerator.com/tools/product-…
Your launch post needs 4 lines, not a memoir: 1. [Product] is for [specific user]. 2. It turns [messy input] into [clear output]. 3. Spend less time [old work], more on [real value]. 4. [One invitation]. Save this before your next launch. Which line is hardest?
These came from a role-first vehicle brief. Build a longer shortlist for your own ride here: wizgenerator.com/tools/vehicle-…
Naming a trail vehicle by color gives you “Black Beauty.” Naming it by role gives you Mudster, Ramblex, or Sprocket. Brief: weekend camping, muddy backroads, tough but playful, one word. The parking-lot test: shout each once. Which one survives?
Brief used: Lucky + Bullseye + Deadeye + cowboy-show superfan + playful/lucky. Generate 10 Western directions from your own anchors: wizgenerator.com/tools/cowboy-n…
A character-name test: Can someone predict the character before the art? Bullseye-die cowboy: A) Lucky Boone — cleanest B) Deadeye Lucky Lane — clearest concept C) Bullseye Sam Luck — most playful Pick for the job, not the cleverest word. Save for your next OC. Pick one. #OC
@battennae Five directions for the bullseye-die + cowboy-show brief: Lucky Bull Barrett Deadeye Lucky Lane Bullseye Sam Luck Lucky Boone Lucky West Crow My pick: Lucky Boone for a clean character name; Deadeye Lucky Lane if the concept should show immediately.
Generated from one brief: first 6-minute edtech tutorial + busy K-12 teachers + calm voice + no “welcome back” or subscribe ask. Try your own topic and second-count: wizgenerator.com/tools/youtube-…
Skip “Hey guys, welcome back.” Tutorial hook: Problem → messy meeting notes Result → 3-part weekly lesson plan Boundary → 6 minutes “In six minutes, turn messy meeting notes into a clear 3-part weekly lesson plan.” Show step 1 immediately. Save this before your next how-to.
I generated eight versions from one brief: free Saturday workshop + YES/NO reply + Thursday 5 PM deadline + no invented venue. Build your own version here: wizgenerator.com/tools/message-…
Make the reply easier than the decision. RSVP formula: Event + binary reply + deadline + why “Quick RSVP reminder: Are you joining Saturday’s workshop? Reply YES or NO by Thursday at 5 PM so we can finalize seats.” Four facts. One easy response. Save this for your next event.
James 🇺🇸 @Realcoinforge
22K Followers 5K Following Views are my own. 🌐 𝒏𝒐𝒕 𝒊𝒎𝒑𝒆𝒓𝒔𝒐𝒏𝒂𝒕𝒊𝒏𝒈 𝒂𝒏𝒚𝒐𝒏𝒆 ✦ 𝒕𝒖𝒓𝒏 𝒐𝒏 𝒏𝒐𝒕𝒊𝒔 🔔
Pushpendra Singh Digi... @PushpendraTech
131K Followers 20K Following #YouTuber | @Binance Rank #1 Web3 | @pushpendrakum. 1M+ Community | Youtube 350k Collab: [email protected] Web3, Telegram; https://t.co/KhYZJ1UFAS
XpertXbox | The Gamin... @XpertXbox
67 Followers 795 Following The Authority on Xbox & GamePass 🎮 | Official account for https://t.co/3oMyrUpmGM | Tech Reviewer & Streamer | Affiliate Partnerships 🤝 Joined September 2023
Agnes @WAgnesW
199 Followers 1K Following At four o'clock in the morning, I saw that the crabapple flowers were still awake
Lisa @Dora35191570
33 Followers 363 Following (¯`•♥️•´¯)☆ *`•.¸(¯`•♥️•´¯)¸.•♥️♥️• ☆.•º`•.¸.•´ ` º☆.¸.☆¸.♥️•¸.•♥️♥️•¸ Travel ✈️Food 🍱 Golf🏌️♀️HK 🇭🇰
Sheila Johnson @SheilaJ03162734
352 Followers 2K Following If you have atleast 23 usdt - TRC 20. i can guide you well to earn more❤️ I'm into Crypto
Joey @saisweety1919
46 Followers 236 Following
Cindy_D_White @CindyDWhite11
20 Followers 216 Following Don’t give up on your dreams, make them real. busy life style🇫🇯🇰🇾🇹🇫🇩🇪
Jonathan Wilke @jonathan_wilke
30K Followers 3K Following 29 years from 🇩🇪 👨🏼💻 🚀 https://t.co/vE36Ja717w https://t.co/laX4stOuSw https://t.co/5Vy6igV4II https://t.co/yIXxIN3oSm
Jarred Sumner @jarredsumner
196K Followers 645 Following building @bunjavascript at @anthropicai. formerly: @stripe (twice) @thielfellowship. high school dropout. npm i -g bun
Matt Pocock @mattpocockuk
379K Followers 811 Following I teach devs for a living. Author of Total TypeScript and AI Hero. Ex-@vercel. Used to be a voice coach.
ThePrimeagen @ThePrimeagen
389K Followers 1K Following skill issues: 🟩⬛️⬛️⬛️⬛️⬛️(69/420) https://t.co/TYJ6aSq4O0 https://t.co/wQJlh4stsc https://t.co/wxeJWY8LmI
Kent C. Dodds 🐨 @kentcdodds
333K Followers 472 Following Husband, 6x Dad, Latter-day Saint, Dev, Educator 🐨 https://t.co/HBYOHHdSTK 👾 https://t.co/oUPXXU0bMW 📺 https://t.co/os3TLKtSJo 🌌 https://t.co/2Zzqk7QiI2
Theo - t3.gg @theo
414K Followers 4K Following Full time CEO @t3dotcodes & @t3dotchat. Part time YouTuber, investor, and developer
Cory House @housecor
169K Followers 842 Following I help dev teams be insanely productive with AI. Courses: https://t.co/D5emROQHUh & https://t.co/6L1fD89GbP Consulting: https://t.co/Qfp4TfpB8N ⚛️
Adam Wathan @adamwathan
304K Followers 833 Following Building at @shopify. Creator of @tailwindcss. Listener of Slayer. Austin 3:16.
trash @trashh_dev
126K Followers 477 Following i use one password. i like snacks, typescript, anime, pokémon, starcraft, and bjj.
Lee Robinson @leerob
302K Followers 893 Following Superintelligence at SpaceX. Previously Cursor and Vercel/Next.js. Helping build and teach the future.
陈硕KAI(思考中... @ChenshuoAI
11K Followers 718 Following 🌍探索 AI × Web3 | 只输出高信息密度思考|全网同名|不是程序员|不接商单|不追热点|发点自己和对别人有帮助的|不同意就是你对 🌐 bolg:https://t.co/lGtm3GhXGN | 联系:[email protected]
范师傅 @FanShifu
4K Followers 222 Following 🛠 Grok bot 中毒用户|主攻 AI 原生产品 & 内容出海 🌟 上一段体制内|得物王者卖家丨生财传术师|连续创业者 🧪 每天拆解海外一手商业案例,干中学
姚金刚 @yaojingang
22K Followers 421 Following 第二届GEO大会开始报名 11-21/22日 深圳南山 报名入口:https://t.co/2iYAFjYaCd AI营销与教育科技创业者,持续开源GEOFlow / YAO Skills / AI Tools 周更《姚金刚认知随笔》:https://t.co/IOUcygwMdR
Loki Yan SEO @loki_yan_seo
7K Followers 1K Following SEO & GEO Consultant Speaker @ Google Search Central Live X 2 & Ahrefs Evolve & Shenzhen SEO Conference Award-winning SEO Agency Co-Founder Shanghai, Melbourne
Hridoy Reh @hridoyreh
37K Followers 276 Following In the last 8 years of SEO (and AI SEO since 2023) experience, I already helped more than 200 people achieve 650M+ visitors and $149M revenue…
刘小排 @bourneliu66
35K Followers 103 Following AI Product Founder · Building in Public Raphael https://t.co/tJOiC32ULa
Jeff Dean @JeffDean
533K Followers 6K Following Co-founder & CEO of Discovery Loop. Former Chief Scientist, Google. Helped build many Google products, TPUs, Gemini, TensorFlow, MapReduce, Bigtable, ...
Venelin K. @venelinkochev
4K Followers 918 Following Solopreneur building SaaS alongside a 9-5 🚀 PHP/Laravel 🐘 1 exit 🏆 Bootstrapping 📂 https://t.co/fkiImj26pB - $4k/m 🔄 https://t.co/MneDgn3GMI - $100/m 📋 https://t.co/WFZ1V2k5J7
索螺丝 @fiapp_pro
17K Followers 292 Following 量化机构工程师 UCSD 计算机 武装散户的加密、股票量化:https://t.co/ehU5LISYad 你也可以拥有私人银行的待遇:https://t.co/4gOzzQ0jBD 社群:https://t.co/rcquyCls9M tg:@fiapp_sls
Jason Young @Jason_Young1231
25K Followers 752 Following Building CC Switch(140K🌟)— open-source tooling for AI coding tools across Claude Code, Codex, Pi, GrokBuild, OpenClaw, Hermes and more: https://t.co/gpx1V4wBKk
AI Highlight @AIHighlight
626K Followers 796 Following Al and Tech move fast, we highlight what matters || Curating the most important breakthroughs and tools in Al l DM for collaborations 📩 [email protected]
Codex Changelog @Codex_Changelog
30K Followers 1 Following Unofficial Changelog for OpenAI's Codex CLI
老叶 @1999_eth
26K Followers 2K Following 丢失193个BTC的男人丨资深程序员丨AI爱好者丨喜欢打破垄断做免费软件,传统大厂恨的牙痒痒的男人。本账号推文信息不做为投资建议。 AI中转站:https://t.co/x4byocVYIn
Andrew Ng @AndrewYNg
1.9M Followers 1K Following Co-Founder of Coursera; Stanford CS adjunct faculty. Former head of Baidu AI Group/Google Brain. #ai #machinelearning, #deeplearning #MOOCs
Andrej Karpathy @karpathy
4.4M Followers 1K Following
DAN KOE @thedankoe
1.0M Followers 962 Following the content brain for creators and marketers: @edendotso
Similarweb @Similarweb
64K Followers 310 Following The World’s Leading AI-Powered Digital Data Company. Listed on @NYSE: $SMWB
Ministry of National ... @MND_China
371K Followers 11 Following Follow us to know about China's national defense in the new era.
China Military Bugle @ChinaMilBugle
115K Followers 325 Following 中国军号:Official press account of China's armed forces, delivering authoritative updates on Chinese military missions and defense development.
朝日新闻中文频... @asahi_shinsen
380K Followers 2K Following 虽然朝日新闻中文网现已关闭,但今后我们将以朝日新闻中文频道的身份,为大家介绍朝日新闻丰富多彩的YouTube视频。如果您对我们专业记者报道的新闻感兴趣的话,欢迎您关注我们的YouTube频道👇。由于我们团队人员主要为日本人,遣词用句或许会有不妥之处,还请您多多包涵 【朝日新聞の公式中国語アカウントです】
NHKニュース @nhk_news
3.5M Followers 19 Following NHKニュースの公式アカウントです。最新のニュースを24時間休みなくお届けします。 https://t.co/X9ExoZ8ao6 をご確認、ご了承ください。問い合わせは https://t.co/fMCPIt2S57
高市早苗 @takaichi_sanae
3.1M Followers 0 Following 衆議院議員 自由民主党奈良県第2選挙区支部長 ※総理在任中の投稿は、一部広報スタッフによるものを含みます。
Bill Gates @BillGates
65.3M Followers 573 Following Sharing things I'm learning through my foundation work and other interests.
Crypto.com @cryptocom
3.0M Followers 498 Following The best place to buy, sell, and pay with crypto #BTC #CRO #DeFi #FFTB
Kraken @krakenfx
1.7M Followers 83 Following Kraken by @Payward. Own the power of your money. Crypto, stocks, futures & more. Since 2011. Need help? @krakensupport
HTX @HTX_Global
1.7M Followers 22K Following Trade Crypto Only on HTX! Telegram: https://t.co/UGe1b3rX2Y
Shib @Shibtoken
3.8M Followers 60 Following From Ryoshi’s 2020 experiment to a global movement. Built by community. Powered by memes, culture and decentralisation. Welcome to the #SHIBARMY. 🐕
Lark Davis @LarkDavis
1.5M Followers 2K Following Entrepreneur & Bitcoin investor. Founder of The Inner Circle, the best Discord community in crypto! Tweets not financial advice.
Bitfinex @bitfinex
918K Followers 60 Following Bitfinex is the leading digital asset trading platform offering deep liquidity, advanced tools, and zero trading fees.
Dogecoin @dogecoin
4.4M Followers 44 Following Dogecoin is an open source peer-to-peer cryptocurrency, favored by shibas worldwide. Elon Musk thinks we're pretty cool. RTs are not endorsements.
Altcoin Daily @AltcoinDaily
2.6M Followers 622 Following 🎥 The #1 most-watched crypto news & media channel! Follow for DAILY news & opinion videos covering Bitcoin, Ethereum, Solana, & more!












