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2kfollowing218kfollowers
The Curator
Tom Dörr is a high-energy curator of developer tools and AI goodness, sharing GitHub repos, DSPy work, and agent experiments. He turns neat engineering finds into viral, bite-sized posts and invites the community to slide into his DMs with projects (subscribers get priority). Expect practical code, clever demos, and an itchy retweet finger.
Tom posts so many repos that his Twitter archive could be packaged as a minimal Linux distro, install, reboot, and you’ll find five more utilities in your timeline before coffee.
Built an audience of nearly 200k and scored a 1M+ view breakout with the "Windows inside a Docker container" post, proving practical demos beat hot takes when it comes to reach.
To surface and amplify practical tools, demos, and code that make AI and developer work more accessible, connecting creators with users and turning obscure repos into widely used utilities.
Open source fuels progress; usefulness beats hype; the best knowledge is shared in concise, demo-first bites; a strong community grows when creators are spotlighted and given easy ways to collaborate.
Excellent at spotting and packaging useful tools into viral posts, consistent output (nearly 47k tweets), strong technical credibility, and an engaged audience that amplifies practical demos.
High volume of quick shares can dilute deep context; prioritizing subscribers for DMs may frustrate some contributors; occasional link-first posts risk being seen as headline bait rather than thoughtful analysis.
Turn hits into hooks: publish short threaded walkthroughs (1, 2 minute demos or gifs) for each top repo, pin a contributor submission form to streamline project intake, run weekly themed threads (e.g., "DSPy Friday"), and use Spaces or short videos to show live usage, this converts lurkers into subscribers and amplifies follow-through.
Tom has ~194,457 followers, has tweeted 46,948 times, and his top tweet "Windows inside a Docker container" topped ~1,001,302 views. He asks folks to DM AI projects but will prioritize subscribers due to volume.
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Its top tweet clocked over 20.6 million views and 224,175 likes, demonstrating huge viral reach on a single post.","strength":"Huge, dedicated audience and a proven ability to craft headlines and posts that go viral; consistent posting cadence; strong instincts for surfacing stories that rile up engagement; ability to set or amplify narratives quickly across markets and geopolitics.","weakness":"Prone to sensationalism and occasional credibility gaps; can drift into conspiratorial framing that alienates mainstream partners and skeptical readers; highly polarizing tone which limits cross-audience trust and invites frequent pushback or fact-checking.","roast":"ZeroHedge posts so many ominous hot takes that if fear were an ETF, they'd be the fund manager—also, you demand Elon inspect Fort Knox but seem to audit sources like they're ‘missing since 1974.’","win":"Built a massively influential platform: 2.6M+ followers and multiple viral posts (top tweet: ~20.6M views, 224k likes), proving the account can move conversation and attention across markets and geopolitics.","recommendation":"Double down on what you do best—curation and contrarian framing—but add credibility-building moves: (1) thread more context-rich explainers that link sources to reduce ‘hot take’ pushback; (2) use multimedia (short videos, charts, pinned threads) to increase shareability and trust; (3) host X Spaces or invite credible guests to diversify voice and reach new audiences; (4) schedule flagship content for predictable drops and promote via lists/hashtags; and (5) fact-check key claims or flag uncertainty to blunt persistent credibility critiques while keeping the edge."},"created":1774572303635,"type":"the curator","id":"zerohedge"},{"user":{"id":"1179706347119616002","name":"Whitepaper","description":"Información relevante de negocios para la comunidad empresarial en México | Suscríbete al newsletter: https://t.co/q4gyYBl6c4","followers_count":18466,"friends_count":9,"statuses_count":2299,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1848782087412977670/iY2g8LFt_normal.jpg","screen_name":"whitepapermx","location":"Monterrey, Nuevo León","entities":{"description":{"urls":[{"display_url":"whitepaper.mx/twx","expanded_url":"https://www.whitepaper.mx/twx","indices":[102,125],"url":"https://t.co/q4gyYBl6c4"}]},"url":{"urls":[{"display_url":"whitepaper.mx","expanded_url":"http://www.whitepaper.mx","indices":[0,23],"url":"https://t.co/JcqoThnJbT"}]}}},"details":{"type":"The Curator","description":"Boletín y cuenta que cura lo más relevante de negocios para la comunidad empresarial en México. Publica titulares cortos y provocadores que generan mucho alcance y convierten lectores en suscriptores. Estilo directo, práctico y enfocado en noticias que mueven mercados y conversaciones.","purpose":"Mantener informada y empoderar a la comunidad empresarial mexicana con resúmenes claros y oportunos para facilitar decisiones rápidas y relevantes; convertir curiosos en suscriptores fieles y servir como filtro confiable del ruido informativo.","beliefs":"Valora la relevancia por encima del ruido, la brevedad efectiva, la puntualidad en las noticias y la utilidad práctica para ejecutivos y emprendedores. Cree en que una buena curación ahorra tiempo y genera mejores decisiones colectivas.","facts":"Dato curioso: sigue solo a 9 cuentas pero reúne a más de 18,500 seguidores; además su newsletter aparece en la bio y varios tuits alcanzaron más de 1 millón de vistas (por ejemplo: “¿Qué fue del famoso nearshoring?”).","strength":"Capacidad para condensar temas complejos en titulares llamativos, alto alcance orgánico y consistencia en la entrega (newsletter + tuits). Genera engagement masivo con mensajes breves y shareables.","weakness":"Baja conversación directa: pocos replies y muy poca interacción bidireccional; el formato críptico de algunos tuits puede generar curiosidad, pero también frustración por falta de contexto; riesgo de depender demasiado del formato headline->newsletter.","roast":"Tuiteas como si lanzaras pequeñas bombas informativas y luego te escabulles: 9 cuentas seguidas, 18k esperando que por lo menos respondas un GIF. Eres el curador misterioso que deja migas de pan y no se queda a la cena.","win":"Lograr tuits virales de más de 1 millón de vistas (p. ej. “¿Que fue del famoso nearshoring?” con ~1.7M vistas) y convertir ese alcance en una base sólida de suscriptores al newsletter.","recommendation":"Transforma esos titulares virales en hilos cortos que amplíen contexto y añadan datos; responde y participa en los replies para aumentar la fidelidad; usa Spaces o colaboraciones con líderes del ecosistema para debates en vivo; publica visuales o gráficos rápidos y fija un tuit con CTA claro para suscribirse al newsletter. Experimenta con encuestas y etiquetas regionales para aumentar descubrimiento y conversación en X."},"created":1774572189389,"type":"the curator","id":"whitepapermx"},{"user":{"id":"1200616796295847936","name":"unusual_whales","description":"Market news, trading tools\nReal-time option flow, screeners, GEX\nCustom alerts and more. \n\nAPI Free trial: https://t.co/FMKNJWJquj\nDiscord: https://t.co/0xJ9e0ZYYG\n\nNFA","followers_count":5171847,"friends_count":2369,"statuses_count":161007,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1714107328134516736/dLZGJPm7_normal.png","screen_name":"unusual_whales","location":"United States","entities":{"description":{"urls":[{"display_url":"bit.ly/4vOqzKA","expanded_url":"https://bit.ly/4vOqzKA","indices":[107,130],"url":"https://t.co/FMKNJWJquj"},{"display_url":"bit.ly/3Bf2pNJ","expanded_url":"http://bit.ly/3Bf2pNJ","indices":[140,163],"url":"https://t.co/0xJ9e0ZYYG"}]},"url":{"urls":[{"display_url":"unusualwhales.com","expanded_url":"https://unusualwhales.com","indices":[0,23],"url":"https://t.co/Fmux22k4t1"}]}}},"details":{"type":"The Curator","description":"A relentless aggregator of markets, memes, and breaking headlines — serving up stocks, options, crypto, and investigative tidbits with a side of tools and community links. Data-first, attention-grabbing, and unapologetically viral, they turn market noise into must-read threads. Not advice — but almost always the place traders check first.","purpose":"To democratize market intelligence by surfacing the signals, stories, and tools retail traders need to act — and to make complex finance feel urgent, shareable, and occasionally scandalous. They exist to turn insider-scented data into public conversation and community power.","beliefs":"Transparency beats secrecy; data is the great equalizer; retail traders deserve timely, actionable context (even if it’s just for curiosity); and witty friction drives engagement more reliably than polite consensus. They also believe a clear ‘not advice’ label keeps the lawyers calm and the audience rowdy.","facts":"Fun fact: unusual_whales has ~3.5M followers, has tweeted over 154,000 times, runs an active Discord, and is a Polymarket partner — and one of their posts about edited DOJ footage hit over 23M views. They curate tools and market news so often the feed reads like a 24/7 financial tabloid.","strength":"Massive reach and credibility in retail trading circles, lightning-fast curation of breaking stories, ability to turn niche market data into viral content, and a strong ecosystem (links, Discord, partnerships) that keeps followers engaged off-platform as well.","weakness":"High-volume posting and sensational headlines can blur the line between signal and noise, risking fatigue or trust erosion. Occasional detours into political/viral gossip may alienate purely market-focused followers, and large-scale engagement invites targeted misinformation and heavy scrutiny.","recommendation":"Own X’s conversation with regular, stacked threads: pair a short headline + 3–5 charted datapoints + a concise take and CTAs (poll, Discord link, newsletter sign-up). Use pinned deep-dive threads for evergreen topics, schedule Spaces for Q&A with analysts, post short video explainers of your top charts, and experiment with subscriber-only micro-research to monetize while building exclusivity. Amplify user-generated wins from the Discord to boost community credibility and use timely hashtags and quote-retweets to hijack relevant conversations.","roast":"You’ve tweeted so much market tea you could probably power a Bloomberg terminal — except instead of subscriptions, you sell chaos, charts, and the occasional ‘not advice’ disclaimer. Also, your feed has more cliffhangers than a soap opera and the same number of emotional breakdowns.","win":"Built a 3.5M-strong audience and a multi-platform ecosystem (Discord, tools, partnerships) that turns raw market signals into viral stories — including breaking investigative-level posts that reached tens of millions of viewers and shaped broader conversation."},"created":1774572040237,"type":"the curator","id":"unusual_whales"},{"user":{"id":"1544387652811493377","name":"Matt Wolfe","description":"Cool Tools Database: https://t.co/mmVmxk3buH\n\nTech News & Commentary: https://t.co/vUwzYBzCxO","followers_count":117740,"friends_count":1460,"statuses_count":9028,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1589388263193657345/kkyYyBue_normal.jpg","screen_name":"mreflow","location":"Join 250,000+ Readers →","entities":{"description":{"urls":[{"display_url":"FutureTools.io","expanded_url":"http://FutureTools.io","indices":[21,44],"url":"https://t.co/mmVmxk3buH"},{"display_url":"youtube.com/@mreflow","expanded_url":"http://youtube.com/@mreflow","indices":[70,93],"url":"https://t.co/vUwzYBzCxO"}]},"url":{"urls":[{"display_url":"futuretools.beehiiv.com/subscribe","expanded_url":"https://futuretools.beehiiv.com/subscribe","indices":[0,23],"url":"https://t.co/TSg5c4weF6"}]}}},"details":{"type":"The Curator","description":"A relentless AI curator who finds the best tools, distills them into snackable tutorials and viral threads, and keeps a growing audience informed. Runs an AI Tools Database and a weekly AI news channel while experimenting publicly with the latest AI toys.","purpose":"Make AI accessible and usable for creators, builders, and curious people by organizing tools, demonstrating practical use-cases, and translating complex developments into actionable takeaways.","beliefs":"Values hands-on experimentation, practical transparency, and informed skepticism—believes in democratizing access to AI tools while holding the space accountable for ethical and practical implications.","facts":"Fun fact: Maintains an AI Tools Database and an AI News & Commentary channel (links in profile). Has ~111,925 followers, has tweeted 8,677 times, and regularly posts how-to content including fully AI-generated videos and step-by-step tutorials.","strength":"Exceptional at discovering and packaging useful AI tools into clear tutorials and threads, strong multimedia skills (video + voiceovers), consistent output, and the ability to create viral, highly shareable content.","weakness":"Can be perceived as a trend-chaser who jumps into every new tool, risking shallow coverage or burnout; occasionally walks a tightrope between skeptical commentary and enthusiast hype, which can polarize some followers.","roast":"You collect AI apps like they're collectible sneakers—always the first to unbox the latest model, file it into your database, and tweet an epic thread at 2 a.m. while the rest of us are still pretending to sleep.","win":"Built a widely used AI Tools Database and a weekly AI news presence that have produced multiple viral threads (hundreds of thousands to nearly a million views) and a fully AI-produced video tutorial, cementing authority in the AI tools space.","recommendation":"Pin the AI Tools Database and a short explainer to your profile; standardize a 3-part tweet template for tool reviews (TL;DR, best use-case, quick demo); post 30–60s video snippets from tutorials to boost impressions; host regular X Spaces or AMAs to deepen engagement; run collaborative threads with other AI creators and reshare followers' success stories; use targeted hashtags and a predictable posting cadence so people learn when to expect your drops."},"created":1774565072222,"type":"the curator","id":"mreflow"},{"user":{"id":"47737880","name":"Mambo Italiano","description":"Everything about Italy 🇮🇹: hidden gems, food, travel, habits & traditions\nPlus gossip, hot takes, world news through the spicy lens of a true Italian woman🌶️","followers_count":261328,"friends_count":168,"statuses_count":99432,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1703376254928322560/wdPd_Nfa_normal.jpg","screen_name":"mamboitaliano__","location":"","entities":{"description":{}}},"details":{"type":"The Curator","description":"Mambo Italiano is a high-energy curator of Italy’s most shareable moments — from volcanic drama to timeless elegance — with a knack for viral storytelling and spicy takes. With 235K+ followers and a relentless posting rhythm, they turn hidden Italian gems into worldwide conversations. Expect beauty, wit, and the occasional eyebrow-raising opinion.","purpose":"To showcase the wonder of Italy and spark curiosity — turning landscapes, culture, and personalities into irresistible content that connects people, ignites conversation, and keeps Italy top-of-mind for a global audience.","beliefs":"Believes in the power of beauty and storytelling to build cultural pride; values authenticity, humor, and boldness; trusts that a strong, personal voice can cut through noise — even if it sometimes courts controversy. Sees social media as a place for discovery, debate, and showing off the best (and most dramatic) sides of life.","facts":"Fun fact: Mambo Italiano’s Pierce Brosnan ‘Elegance is an attitude’ post racked up over 12.6 million views — proof they can make a single image feel like a worldwide event. Also: they’ve tweeted over 91,000 times, so yes, they really do have an opinion on everything (and a photo to match).","strength":"Masterful content curation and timing — consistently finds viral-worthy moments, pairs them with catchy captions, and turns visuals into conversation. High engagement, strong aesthetic sense, and a distinct, memorable voice.","weakness":"Sometimes drifts between travel/culture and polarizing political or pop-culture takes, which can alienate parts of the audience. Very high tweet volume risks follower fatigue and dilutes the brand’s core theme.","recommendation":"Lean into what works: regular themed series (e.g., ‘Hidden Italy Fridays’), high-quality short videos, and localized threads with translations for global fans. Pin a clear bio or thread that explains your editorial line to reduce confusion after controversial posts. Collaborate with local creators and tourism accounts, use X Spaces for live Q&As, and convert top-performing tweets into short clips for reposting — fewer reactive hot takes, more curated moments that invite sharing.","roast":"You curate Italy so beautifully that even gondolas check your feed for outfit ideas — but your political hot takes are like balsamic on gelato: surprising, divisive, and a guaranteed way to make half the room storm out dramatically.","win":"Turning a single image of Pierce Brosnan into a 12.6M-view moment and sustaining a 235K-strong audience through consistent, visually rich curation — proof you can make Italy trend again and again."},"created":1774564767170,"type":"the curator","id":"mamboitaliano__"},{"user":{"id":"7958322","name":"Lenny Rachitsky","description":"Deeply researched product, growth, and career advice","followers_count":431264,"friends_count":2897,"statuses_count":40355,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1592990461517389824/iln8hi1f_normal.jpg","screen_name":"lennysan","location":"Bay Area, CA","entities":{"description":{},"url":{"urls":[{"display_url":"linktr.ee/lennyspodcast","expanded_url":"https://linktr.ee/lennyspodcast","indices":[0,23],"url":"https://t.co/A4BB2QAthw"}]}}},"details":{"type":"The Curator","description":"A relentless curator of high-signal product, growth, and career advice, Lenny turns deep research into bite-sized, actionable takeaways. His feed blends original analysis, hand-picked resources, and practial frameworks for builders and leaders. Followers trust him to surface the ideas worth reading and applying.","purpose":"To accelerate other people’s careers and product teams by surfacing vetted frameworks, templates, and examples—making complex ideas usable and actionable so builders can ship better, faster.","beliefs":"Evidence over hype, clarity over jargon, sharing scales learning, small practical improvements compound, and the best advice is testable and repeatable. He believes great work is a mix of research, curation, and consistent execution.","facts":"Fun fact: Lenny has tweeted 38,537 times, follows 2,767 people, and commands 320,190 followers. His top threads include a Duolingo handbook post that reached ~1.5M views and several high-engagement posts with tens of thousands of likes.","strength":"Fantastic at discovering and packaging high-signal content, credibility from research-backed posts, consistent output, concise takeaways that readers can action, and a reputation that gets him privileged access to great resources.","weakness":"Can lean into over-curation (lots of links, sometimes fewer bold original takes), risk of audience fatigue from volume, susceptible to burnout, and occasionally plays it safe instead of taking polarizing stances that spark bigger conversations.","roast":"You tweet so many 'must-reads' that followers need a Lenny-sized vacation to catch up—you’re basically a benevolent knowledge hoarder who keeps the world’s best bookmarks and judges us silently for not reading them.","win":"Built a trusted audience of 320k+ and produced viral threads (e.g., the Duolingo thread with ~1.5M views) that meaningfully shape how product teams think and hire.","recommendation":"Turn long newsletter pieces into serialized, multi-day thread series with a clear starter tweet; add 1–2 short original case studies per week (screens, metrics, playbook); pin a 'starter pack' tweet for new followers; host monthly Spaces or AMAs; use short videos/graphs to increase hook and shareability; ask readers for one simple action (RT, save, reply) to boost engagement; collaborate with other creators for cross-pollination; occasionally publish a strong, contrarian take to spark debate and broaden reach."},"created":1774564605314,"type":"the curator","id":"lennysan"},{"user":{"id":"2281405752","name":"Jon Brosio","description":"There's a 6-figure solo business inside you (I'll help you unlock it) | https://t.co/E09IAkOLkm","followers_count":111970,"friends_count":551,"statuses_count":22755,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1555647748728205312/MszECt0T_normal.jpg","screen_name":"jonbrosio","location":"Join 15,000+ other readers:","entities":{"description":{"urls":[{"display_url":"completecreator.co","expanded_url":"http://completecreator.co","indices":[72,95],"url":"https://t.co/E09IAkOLkm"}]},"url":{"urls":[{"display_url":"completecreator.co/creator-curve","expanded_url":"http://completecreator.co/creator-curve","indices":[0,23],"url":"https://t.co/MXTSkm8FfQ"}]}}},"details":{"type":"The Curator","description":"A no-nonsense curator of high-leverage resources who helps solo founders unlock six-figure businesses. Jon blends blunt humor, psychology-backed persuasion, and relentless consistency to turn curiosity into cash.","purpose":"To help ambitious solo entrepreneurs discover the exact ideas, tools, and mental models they need to build a reliable, six-figure business—by curating the best resources and translating them into actionable habits.","beliefs":"Action beats credentials: real learning comes from curated, practical resources (documentaries, TED talks, copy examples) rather than purely academic paths. Consistency compounds into opportunity. Persuasion and copy skills are business superpowers, and honest bluntness is preferable to sugarcoated platitudes.","facts":"Fun fact: Jon has tweeted 22,424 times and built an audience of ~109,784 followers while sharing high-engagement lists about psychology, copywriting, and habits. His top tweets repeatedly land 9–14k+ likes, proving his curation + blunt voice resonates.","strength":"Relentless consistency, excellent taste in high-impact resources, and a punchy voice that turns complex ideas (psychology, copywriting, business) into shareable, actionable posts. High engagement and clear positioning as the 'unlock' for solo founders.","weakness":"The curation-first approach can sometimes feel surface-level—lots of lists and top-line advice but occasional lack of deep case studies or step-by-step proof. The blunt tone that wins engagement can also polarize or read as brusque to newcomers.","roast":"You’ve curated so many ‘how-to-print-money’ lists you could open a streaming service for ambitious overachievers. Also, congratulations on proving your own point—22,424 tweets later, you’ve turned ‘consistency creates luck’ into a full-time job description.","win":"Built a highly engaged audience of ~110k followers and multiple viral posts (10k+ likes each) while clearly owning the niche of turning psychology and copy wisdom into solo-business wins.","recommendation":"Pin a flagship thread that turns your top lists into a step-by-step starter playbook for a six-figure solo biz. Convert that into a short video series and X Spaces Q&A to capture email subscribers. Repurpose viral tweets into case-study threads showing exact before/after results, engage in meaningful replies to creators in adjacent niches, and run occasional paid promo threads to scale awareness."},"created":1774563876896,"type":"the curator","id":"jonbrosio"},{"user":{"id":"1235148742631862273","name":"Whale Insider","description":"Leading source for crypto, tech & AI news. DM for inquiries. RT ≠ endorsement. Not financial advice. No Telegram, beware of impersonators.","followers_count":674176,"friends_count":675,"statuses_count":10278,"profile_image_url_https":"https://pbs.twimg.com/profile_images/2060621312545140736/AjPho9KI_normal.jpg","screen_name":"WhaleInsider","location":"Global","entities":{"description":{}}},"details":{"type":"The Curator","description":"Whale Insider is a fast-moving curator of crypto, tech, finance and world news, delivering punchy \"JUST IN\" headlines to 664,546 followers. The feed trades depth for speed and clarity — non-biased alerts, not financial advice, with a @Kalshi partnership to boot.","purpose":"To cut through the noise and deliver timely, high-impact headlines that help readers spot market-moving events and conversations as they happen — empowering audiences to stay informed in seconds rather than hours.","beliefs":"Speed and accuracy matter: news should be delivered quickly, clearly, and without agenda. Markets and global events are shaped by information flow, so neutrality, sourcing, and repeatable cadence are essential. Transparency (\"Not financial advice\") and partnerships (e.g., @Kalshi) strengthen credibility.","facts":"Fun fact: Whale Insider has 664,546 followers, has tweeted 8,116 times, follows only 48 accounts, and scored viral hits — e.g., a top post with ~8.9M views and 28K+ likes. Also listed as a @Kalshi partner.","strength":"High engagement and reach thanks to relentless, timely headlines; strong brand recognition for \"JUST IN\" alerts across crypto, finance, and global news; consistent posting rhythm that keeps the audience returning.","weakness":"Brevity can border on sensationalism, which invites controversy and misinterpretation; low two-way engagement (follows 48) suggests limited community conversation; may be seen as headline-first without enough context for complex stories.","roast":"Whale Insider treats every mildly interesting press release like a five-alarm fire — if urgency were a font, they'd put it in all caps and charge admission. You don’t read their feed for nuance, you read it to see what the rest of the internet panics about next.","win":"Built a massive audience (664K+) and produced multiple viral scoops (one post racked up ~8.9M views and tens of thousands of likes), plus a partnership with @Kalshi — proof their headlines move markets and minds.","recommendation":"Keep the \"JUST IN\" cadence but add short follow-up threads (2–4 tweets) with quick context or source links to reduce friction and build trust; use pinned explainer threads for recurring topics (crypto crashes, macro moves); experiment with short video recaps and X Spaces for live reaction; engage more in replies and occasional AMAs to convert followers into a loyal community; leverage data visualizations and polls to increase shareability while maintaining the non-advice stance."},"created":1774560358778,"type":"the 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