Yaya Soumah is a dynamic founder and builder who thrives at the intersection of AI and user-centric technology development. With a keen eye on vertical integration and model optimization, Yaya consistently explores cutting-edge AI agent systems and shares insightful reviews of emerging tools. Their passion for innovation is evident in their thoughtful engagement and in-depth tech exploration.
Yaya’s tweets dive so deep into AI agent systems, sometimes it feels like you need a PhD just to say hello—who knew building the future involved decoding a secret language between robots?
Securing early access and providing influential feedback on breakthrough projects like Perplexity Comet, positioning Yaya as a respected voice in the AI tech community.
To pioneer and refine AI agent systems that transform how users interact with technology, making complex systems intuitive and accessible while driving the next wave of digital innovation.
Yaya believes in the power of seamless integration between design and engineering, the importance of optimizing AI models to elevate user experience, and championing innovative tools that redefine online interaction. They value depth, precision, and user-centric development.
Yaya's strengths lie in their deep technical knowledge combined with a nuanced understanding of product design and user experience, allowing them to evaluate and build AI systems that are both innovative and usable. They are also prolific, sharing valuable insights frequently to help their community stay informed.
While deeply engrossed in innovation and detailed analysis, Yaya may sometimes focus heavily on tech precision, risking being perceived as overly technical or niche by a broader audience unfamiliar with AI intricacies.
To grow their audience on X, Yaya should balance in-depth tech insights with approachable content that demystifies AI for a wider audience. Leveraging storytelling around real-world use cases of their AI systems and engaging more interactively with followers through Q&A sessions or polls can drive stronger community connection and expand reach.
Trying out the new Oracle feature of @AmpCode .
Have the agent get insights from another model, with a different training recipe, and a different way to reason about problems.
Can we come around the term "Delegated intelligence"? @thorstenball
I recently integrated the Vercel AI SDK ( @aisdk@vercel@rauchg )into a chat application to enable streaming AI responses. While the SDK offers robust functionality, I encountered significant performance challenges with the useChat hook, including excessive re-renders and page freezes during extended responses.
To overcome these limitations, I developed a custom implementation that ensures smooth, efficient streaming. Attached are two videos: the first illustrates my custom implementation.
Co-Founder: @usedarkroom, Apple Design Award winner. Author: syriandiaspora.com, ICP Award Nominated. Previously: Lyft, Instagram, Facebook, and Apple.
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Introducing bite-sized insights and interactive Q&A sessions can foster wider engagement and community growth.","roast":"If tweeting hourly was an Olympic sport, Sid would have more golds than Michael Phelps – maybe slow down before your feed becomes a never-ending AI lecture hall where only robots attend!","win":"Sid’s biggest win is his role as Head of Studio at Forum Ventures, driving the creation and investment in innovative AI products that push the envelope beyond hype into real-world utility."},"created":1763338799495,"type":"the innovator","id":"siddharth87"},{"user":{"id":"1128902150770372608","name":"Jonnie 𐃰","description":"Peatybuilder obsessed with Aesthetics and eternal Life—Lifetime natural","followers_count":3453,"friends_count":418,"statuses_count":2186,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1970181379733196800/6kX8xBLy_normal.jpg","screen_name":"jonmunier","location":"ArcaneVitality.com","entities":{"description":{"urls":[]},"url":{"urls":[{"display_url":"youtube.com/@arcanejonnie","expanded_url":"http://youtube.com/@arcanejonnie","url":"https://t.co/bk8haATgS6","indices":[0,23]}]}}},"details":{"type":"The Innovator","description":"Jonnie 𐃰 is a forward-thinking natural health enthusiast, blending cutting-edge ideas with timeless aesthetics and the quest for eternal life. 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He trusts that AI should be a tool that empowers people, not replaces them, and that thoughtful experimentation leads to meaningful progress.","facts":"Fun fact: Anthony has built tools that let users control the 'professionalism' level of their emails using AI—because who said professionalism should be one-size-fits-all?","strength":"He combines deep technical expertise with a playful, engaging communication style, making complex concepts approachable and exciting. His hands-on experience and evident passion also fuel his ability to create practical, user-friendly AI tools.","weakness":"Anthony’s eagerness to innovate and experiment might sometimes result in ideas that are ahead of their time or too niche, risking limited audience reach or slower adoption by mainstream users.","recommendation":"To grow his audience on X, Anthony should leverage more interactive and educational content, such as threads breaking down AI concepts or live Q&A sessions. Combining his posts with relatable stories and humor will boost shareability and deepen engagement.","roast":"Anthony’s Twitter feed is like a never-ending AI beta test: impressive tech wizardry, but sometimes you wonder if he’s secretly trying to turn all of us into overly professional email robots—did the 'fun' get lost somewhere in the code?","win":"Biggest win: Building and sharing innovative AI writing tools that gained significant attention and engagement, showcasing his ability to identify real user needs and create impactful tech solutions."},"created":1763338430436,"type":"the innovator","id":"amorriscode"},{"user":{"id":"1972307549320773632","name":"Shane","description":"GTM engineer, AI junkie and full-time chaos whisperer. if you need help with growth and direction, reach out to me direct.","followers_count":27,"friends_count":150,"statuses_count":198,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1972794218562121728/yrVMRu1R_normal.jpg","screen_name":"shanefgtm","location":"Detroit, MI","entities":{"description":{"urls":[]},"url":{"urls":[{"display_url":"shanefirek.com","expanded_url":"http://shanefirek.com","url":"https://t.co/BvGS7lnFYI","indices":[0,23]}]}}},"details":{"type":"The Innovator","description":"Shane is a GTM engineer and AI enthusiast who thrives on blending technical expertise with creative chaos management. Known as a full-time chaos whisperer, he offers practical growth and direction advice for B2B builders and marketing automation pros. His approach is refreshingly candid and rooted in real-world problem-solving rather than sales pitches.","purpose":"Shane's life purpose is to innovate and streamline growth strategies, helping non-technical founders and marketing professionals cut through the noise with smart automation and scalable GTM (Go-To-Market) motions. He aims to transform chaotic marketing data into actionable insights and empower users to control their tech stack efficiently.","beliefs":"He believes in authenticity and transparency over hype—rejecting silver bullet solutions and preferring tailored, pragmatic tools that fit the user's unique needs. Shane values technical fluency combined with human honesty, encouraging open conversations among marketers and founders building real, sustainable businesses.","facts":"Fun fact: Despite being an AI junkie and tech wizard, Shane openly admits 'the slop is real out there,' showing a down-to-earth acknowledgment of market messiness that most tech folks shy away from.","strength":"Shane's strength lies in his ability to dismantle complex GTM strategies into manageable, scalable steps while leveraging automation tools in creative ways. His candid communication style helps build trust, and his niche focus on non-technical founders positions him as a rare and valuable resource.","weakness":"A weakness might be his relatively low engagement metrics and modest tweet activity, suggesting he could benefit from broader outreach or more consistent audience interaction to grow his influence.","recommendation":"To grow his audience on X, Shane should increase tweet frequency with targeted threads that break down his GTM automation tactics in digestible bites. Engaging more actively with relevant marketing and AI communities through replies and collaborations will amplify his presence and attract like-minded professionals.","roast":"Shane’s like that genius auto mechanic who insists you don’t need fancy tools while simultaneously hoarding every gadget in the garage—full-time chaos whisperer, yet somehow making ‘messy’ look like a business model.","win":"Shane successfully carved out a unique voice as a trusted advisor for non-technical founders and marketing pros seeking real-world, scalable growth solutions, standing out in a sea of generic tech sales pitches."},"created":1763338321873,"type":"the innovator","id":"shanefgtm"},{"user":{"id":"1902431246841499648","name":"kash","description":"The permissionless prediction market protocol that lives on social and runs on crypto. 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Their work interweaves complex scientific ideas into revolutionary perspectives on mitochondria, memory, and life’s underlying geometry. A true visionary, they challenge established norms to unveil deeper truths about the living world.","purpose":"To transform how we understand life by revealing the subtle interplay of geometry, light, and biology, ultimately advancing a new scientific paradigm that bridges physics and life sciences.","beliefs":"They believe that biology transcends classical chemistry and energy models, embracing geometry and topology as fundamental carriers of memory and identity. Life is not merely about energy conversion but about the flow and release of torsional fields and coherence, encoded in light and spatial arrangement.","facts":"Fun fact: Yungkingmito calls mitochondria 'Cartan gates' — living chronometers where curved space folds time into light, fundamentally shifting the mitochondrial role from a power plant to a memory and coherence generator.","strength":"Exceptional ability to synthesize complex disciplines like differential geometry, biophysics, and cellular biology into accessible, compelling narratives that inspire curiosity and reimagine scientific dogma.","weakness":"Their highly technical and dense language may overwhelm broader audiences, creating barriers to engagement beyond niche scientific and academic circles.","recommendation":"To grow their audience on X, Yungkingmito should consider weaving in more bite-sized, visually aided explanations or metaphors alongside their profound insights, making their groundbreaking ideas more shareable and relatable to curious non-specialists.","roast":"You dive so deep into mitochondria’s topology that by the time you finish explaining, even the electrons have packed their bags and taken a vacation — care to bring them back before they forget the route?","win":"Yungkingmito’s visionary 'Skyrmion Code' hypothesis that memory could be embedded in spin topologies rather than chemistry alone has sparked a novel approach to understanding biological memory, positioning them as a groundbreaking thought leader in biophysics."},"created":1763336013541,"type":"the innovator","id":"yungkingmito"},{"user":{"id":"1534285894085414912","name":"Bitybabay💎🧢","description":"🎀 Wéb3 explorer Sweet like cookies, wild like ideas.\n🐣✨🍪\n@Bitybabay 💝 From North East 🌍😄","followers_count":1006,"friends_count":1031,"statuses_count":8906,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1983968652350361601/b7A17xve_normal.jpg","screen_name":"BityBabay","location":"","entities":{"description":{"urls":[]}}},"details":{"type":"The Innovator","description":"Bitybabay💎🧢 is a passionate Web3 explorer who combines sweet charm with wild creativity, diving deep into the evolving digital ecosystem. 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They champion the power of alignment and conviction over speculation, standing firmly against predatory models that harm ecosystems.","facts":"Fun fact: Despite nearly 9,000 tweets, Bitybabay’s major focus remains the future of Web3 digital identity & fair fundraising—making them a dedicated voice who’s built deep expertise through sheer volume and precise vision.","strength":"Their strengths lie in thought leadership with clear, educative messaging on complex Web3 topics, building trust through transparency and a community-first approach. Also, their high tweet frequency shows unmatched consistency and dedication.","weakness":"At times, their high volume of tweets and dense focus on technical topics might overwhelm newcomers or dilute engagement with followers who prefer simpler or more varied content.","recommendation":"To grow their audience on X, Bitybabay should experiment with more bite-sized, relatable content paired with occasional personal storytelling or humor. Hosting Twitter Spaces or collaborative threads with other Web3 influencers could expand reach and deepen community ties.","roast":"Bitybabay sure tweets more about Web3 than most people tweet in their entire lives—if tweeting were mining crypto, you’d have a private blockchain by now, but hey, who needs sleep when you’re building the future one hot take at a time?","win":"Building a loyal, engaged community deeply invested in the future of Web3 and digital identity, becoming recognized as a go-to source for trustworthy, thorough insights into innovative decentralized projects."},"created":1763335743268,"type":"the innovator","id":"bitybabay"},{"user":{"id":"6827332","name":"Majd Taby","description":"Co-Founder: @usedarkroom, Apple Design Award winner. Author: https://t.co/w40htSEj6x, ICP Award Nominated. 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He’s not just about tech; he’s about creating moments—balancing professional mastery and heartfelt parenting like a pro.","purpose":"Majd’s life purpose is to revolutionize software development by harnessing the power of AI to drastically reduce complexity and increase productivity, all while creating meaningful experiences that blend technology with human connection.","beliefs":"He believes in relentless innovation, the synergy of human creativity with intelligent machines, and the importance of balancing work with personal fulfillment. Majd values transparency in tech challenges and celebrates the highs and lows of the coding journey.","facts":"Fun fact: Majd can whip up a full frontend and backend feature without touching code in the time it takes most developers to just debug errors, all while stealing meaningful moments with his family.","strength":"Majd’s strengths lie in his exceptional ability to embrace and integrate advanced AI tools, his deep understanding of complex software systems, and his unique talent for making sophisticated tech approachable and humane.","weakness":"His intense focus on innovation might sometimes make him impatient with legacy systems or traditional workflows, and his rapid pace could overwhelm those not as tech-fluent or adaptive.","recommendation":"To grow his audience on X, Majd should share more behind-the-scenes looks into his AI-driven workflows and personal stories blending tech and life. Engaging with developers via threads that demystify AI coding tools can build a loyal community fascinated by practical tech wizardry.","roast":"Majd moves so fast with AI that by the time you blink, he’s already built a feature, debugged Swift’s compiler errors, and promised a bedtime story to his kid. Meanwhile, the rest of us are still googling why our code won’t compile—maybe one day, Majd, slow down and let us catch up… or at least give us a tutorial!","win":"Winning the Apple Design Award and being nominated for the ICP Award while co-founding @usedarkroom is a testament to his elite blend of design innovation and technical prowess."},"created":1763335724092,"type":"the innovator","id":"jtaby"},{"user":{"id":"87087804","name":"Trent Krupp","description":"Helping companies find the right data. Previously: Co-founder of https://t.co/GizNDTDKQi. @UWBadgers.","followers_count":503,"friends_count":1260,"statuses_count":2016,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1976058428981383168/3Y3P3r9y_normal.jpg","screen_name":"TrentKrupp","location":"San Francisco, CA","entities":{"description":{"urls":[{"display_url":"Troveo.com","expanded_url":"http://Troveo.com","url":"https://t.co/GizNDTDKQi","indices":[66,89]}]},"url":{"urls":[{"display_url":"trentkrupp.com","expanded_url":"https://trentkrupp.com/","url":"https://t.co/iBoih6EpNh","indices":[0,23]}]}}},"details":{"type":"The Innovator","description":"Trent Krupp is a forward-thinking innovator who thrives at the intersection of data, AI, and no-code development. Always experimenting with cutting-edge tech like ChatGPT and generative AI video, he pioneers new ways to solve problems and streamline workflows. He blends technical savvy with practical insights, consistently pushing the envelope on what's possible.","purpose":"Trent’s life purpose is to unlock the power of data and AI to transform how companies operate, making complex tech accessible and impactful. He aims to innovate processes, leveraging emerging tools to create smarter, faster workflows that drive meaningful progress.","beliefs":"He believes in the creative potential of AI and automation to augment human abilities and that speed and efficiency often trump traditional methods. Trent values continuous experimentation, open collaboration, and practical problem solving over perfectionism or legacy systems.","facts":"Fun fact: Despite being a long-time no-code enthusiast, Trent has fully embraced the power of ChatGPT combined with Replit, declaring he'll never return to no-code tools again!","strength":"Trent’s biggest strengths are his curiosity and adaptability when facing new tech, combined with a strategic mindset that quickly determines what tools are worth integrating. He’s a hands-on innovator who isn't afraid to build and iterate in public.","weakness":"His enthusiasm for the newest tech can sometimes lead to impatience with traditional platforms or tools, as seen in his frustration with AWS and Asana outages. This impatience might cause missed opportunities to leverage existing stable solutions.","recommendation":"To grow his audience on X, Trent should share more real-time, behind-the-scenes insights about his experiments and learning moments with AI and no-code alternatives. Engaging in AMAs or regular tech deep-dives could boost his visibility and position him as a go-to innovator in that niche.","roast":"Trent’s love affair with bleeding-edge AI tools is so intense, he probably tried to automate his coffee brewing with ChatGPT before breakfast—because who needs downtime when you’ve got bots and scripts to keep you company?","win":"Co-founding a startup and being recognized as a forward thinker at UW Badgers laid the foundation for Trent’s ongoing impact in the data and AI space, proving his early bets on innovation were spot on."},"created":1763335251788,"type":"the innovator","id":"trentkrupp"}],"activities":{"nreplies":[{"label":"2025-10-19","value":0,"startTime":1760745600000,"endTime":1760832000000,"tweets":[{"bookmarked":false,"display_text_range":[0,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1848820102239817730","name":"Windsurf","screen_name":"windsurf","indices":[676,685]},{"id_str":"33521530","name":"swyx","screen_name":"swyx","indices":[686,691]}]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1979458158113493129","view_count":43,"bookmark_count":0,"created_at":1760774576000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"367895377","conversation_id_str":"1979458158113493129","full_text":"Windsurf new fast context implementation is the right direction for coding agents. \n\nCompared to the anonymous model Cheetah inside Cursor, is a better mental model.\n\nReason: relying on a much faster but dumber model, is not necessarily better. \n\nBut, a model that on the first prompt, runs before the smarter model pulling all relevant context, let the smarter model focusing on the solution rather than codebase exploration, perfect for models like GPT-5-HIGH. \n\nThis concept can be further pushed, context nowadays doesn’t live necessarily only in the codebase, can be in the web, in a database, inside server logs. 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