DWARF πŸ„ (@dwarffy_) header
DWARF πŸ„ (@dwarffy_) profile picture

AI Researcher | AI Systems Builder Marketer of AI Products

Joined June 2026
Photo by DWARF πŸ„ (@dwarffy_)Photo by DWARF πŸ„ (@dwarffy_)Photo by DWARF πŸ„ (@dwarffy_)Photo by DWARF πŸ„ (@dwarffy_)Photo by DWARF πŸ„ (@dwarffy_)Photo by DWARF πŸ„ (@dwarffy_)Photo by DWARF πŸ„ (@dwarffy_)Photo by DWARF πŸ„ (@dwarffy_)Photo by DWARF πŸ„ (@dwarffy_)Photo by DWARF πŸ„ (@dwarffy_)
WHAT THE F*CK... a bike ride through a forest that doesn't exist pulled 1.2M views on one reel 🀯 Here's the scoreboard: β†’ 1.2M on the moonlit cabin by the lake. β†’ 545K on the field of glowing dandelions. β†’ 487K on the stone portal over the waterfall. You're on a bicycle, rolling down a road under burning pink trees, thousands of lanterns hang in the air, and turquoise waterfalls glow on both sides. There are no characters and no story, just a place your brain wishes were real. That's why people watch it to the end, save it as a wallpaper and send it to someone with "I want to live here". Every video on this page is the same idea: one impossible world, one camera move, one burst of color. My recipe: β†’ Claude Code writes one world bible with the palette, the light and the details, so every scene feels like the same universe. β†’ Higgsfield renders the frames through the MCP and moves the camera forward, so the viewer feels like they're inside. β†’ A calm soundtrack goes on top, and next week the same world gets a new road, a new season or a new character. Even 0.1% of one 1.2M reel is 1,200 people walking into your shop or your app. My article below shows how to turn worlds like this into a cartoon business that makes $15K a month
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HOLY SH*T.. the hero of your childhood just stepped out of the game into a real field at sunset, and the page behind it pulled 62.5M views from just 9 reels 😭 β†’ Its top reels have 26.2M and 20.6M views. β†’ Seven more reels have between 983K and 3.3M views. β†’ Every single one uses the same format. The whole idea is simple: characters everyone grew up with appear in the real world, under a blood-red sunset sky. In this video, a hand hits a floating question block, a mushroom pops out of a green pipe, and the hero turns to the camera with a thumbs up. It feels like your childhood just walked into real life, so people watch it twice and send it to the friend they played with as a kid. Two of the reels carry an AI tool's logo, and even at $5 per 1,000 views, the reach of one 3.3M reel is worth around $16K to a brand. The catch is that these characters belong to someone else, so the real money is in the same format with characters you own. The full breakdown of how to build your own AI cartoon characters and turn them into $15K a month is in my article below πŸ‘‡
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NO F*CKING WAY.. the dirt running off her back turned the foam grey, she isn't even real, and the €19.99 scrubber behind her has 1,350 reviews 😭 β†’ 45 posts and 7.6K followers. β†’ Almost every reel is the same AI shower scene. β†’ The product page shows 1,350 reviews and a 4.8 rating. An AI girl pulls a silicone strap across her back, and you watch all the dirt she could never reach before slide off. It's gross and satisfying at the same time, so people watch to the end and send it to a friend. If every review was just one order, that's already around €27K. Nobody filmed anything, they just remake one winning scene with a new bun, a new towel or a new angle. The full breakdown of how to build AI product videos like this is in the article below πŸ‘‡
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WHAT THE F*CK.. a pregnant woman dug a giant hole in the sand just to lie down on her stomach, and that idea turned a page with only 2K followers viral 😭 β†’ It has only 14 posts and 2K followers. β†’ This reel has 21.7K likes and 1K shares. β†’ The product page claims 13,486+ reviews. In this video, she's on the beach, digs a deep hole, puts her belly inside it and finally lies on her stomach for the first time in months. Then comes the genius idea: why dig a hole when you can take it home? The product is an inflatable mattress with a hole for the belly, so pregnant women can sleep on their stomach again in their own bed. Every mom who used to sleep on her stomach sees this and tags her husband, and the caption sends her straight to the link. It costs $68.90, so if just 1 in 100 people who liked that reel bought one, that's around $15K from a single video. A brand-new page, one simple problem, and a product that solves it in one shot. The full breakdown of how to build product videos like this is in the article below πŸ‘‡
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WHAT THE F*CK.. a little grump that sprays water out of his butt on your windshield got 6.8M views for a store with just 9 posts 😭 Here's what this account is pulling right now: β†’ Its top reel has 6.8M views. β†’ Its next reels have 3M, 2.3M and 1.6M views. β†’ All 9 posts together have around 14.5M views. The whole store sells car sprayers with zero manners: little figures that hook into your windshield washer. So when someone honks at you and you're about to lose it, you hit the washer button and let the grump in a Santa suit answer for you. In this video, a guy holds it up in his car, the grump flips the middle finger, and the caption calls it the best thing he's ever bought with his adult money. Every driver has wanted to answer a honking idiot like that, so they tag a friend and comment "XMAS" for the link. One sprayer costs $19.99, so if just 1 viewer in 1,000 buys one, the top reel alone is worth around $136K. Before, a product like this needed ads, influencers and a lot of luck. Now one funny video in your own car is enough to turn 9 posts into a store people talk about. The full breakdown of how to build product videos like this is in the article below πŸ‘‡
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HOLY SH*T.. a beauty store with only 2 products and 8.8K followers just got 5.8M views on one AI reel 😭 Here's what this account is pulling right now: β†’ Its top reel has 5.8M views. β†’ Its next reels have 414K and 127K views. β†’ It has only 35 posts and sells just 2 products. The whole format is a hyper-realistic AI scene that turns a boring beauty product into a story. In this video, a guy standing in line smells something terrible, notices the woman in front of him has a very hairy armpit, and decides to fix it right there with hair removal cream. Her husband sees a stranger touching his wife and gets ready to fight, but when the cream comes off, he freezes in shock at how smooth her skin is. Everyone has stood in a line like that at least once, so they laugh, save it and send it to a friend. The hair removal set costs $29.99, so if just 1 viewer in 1,000 buys it, one reel like this is worth around $174K . Before, a video like this meant hiring actors, renting a store and paying a film crew. Now one prompt can turn any product into a scene people actually want to watch. The full breakdown of how to build AI ads like this is in the article below πŸ‘‡
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NO F*CKING WAY... a $15 joke sticker for your rear wiper pulled 12.1M views on one reel 😭 Here's what this account is pulling right now: β†’ Its top reel has 12.1M views. β†’ Its second best reel has 1.6M views. β†’ It has 40K followers from just 30 posts. The whole product is a decal of a squatting stick figure, and the rear wiper turns it into something your dad definitely shouldn't see. In this video, someone films it on the car in front of them at a red light, and the caption says to comment "WIPER" for the link. Everyone instantly imagines putting it on a friend's car, so they tag that friend and send it around. One sticker costs $14.99, so if just 1 viewer in 1,000 buys one, that 12.1M reel is worth around $181K. But every one of those videos still needs a real car, a real phone and someone filming in traffic. One AI character can now make the same kind of video every day in about 20 minutes. This is how an AI character did $77,645 in sales in 7 months, and the full breakdown is in the article below πŸ‘‡
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HOLY F*CK... a stickman who refused to be like everyone else at the party pulled 3.6M views for a page with only 18K followers 6.2M on one reel 3.6M on this one 1.3M on the third 18K followers from just 65 posts white faceless figures, a park at night and nothing else all around him people are flirting, dancing and celebrating he just sits there with his arms crossed, while above his head a growth chart climbs and a sports car appears the caption is one line: it's not wrong to be different 38.8K shares on that reel, because people send it to the one friend who's still grinding while everyone else is out and the link in bio turns that feeling into a store a free 30-day habit tracker to collect emails a habit system for $8.99 a review template for $5.99 and a 2027 planner that promises to plan your whole year in 60 minutes even if just 1 viewer in 1,000 buys the $8.99 habit system, one reel like this is worth around $32K the animation sells the dream, and the $9 product sells the first step toward it this breakdown shows how to build an AI animation page like this and turn it into $15K a month πŸ‘‡
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THIS SH*T... the most famous intro on the internet started playing, his girlfriend burst into the room, and he had two seconds to save himself 793K on one reel 443K on another 10K followers from 92 posts a guy sits alone at night and opens a site every man knows by its first few notes right on cue, his girlfriend walks in with that suspicious look on her face so he grabs the drumsticks and keeps playing the same melody on his drum kit, like he was practicing it the whole time and instead of a fight, she starts dancing the page is small, but the bio is the smartest part it says custom animations are available and links straight to his Fiverr so every funny reel works as a portfolio, and every viewer who laughs is a potential client who wants a cartoon of their own even three orders a week at $100 each turns this page into $1.2K a month on the side the bigger the views get, the more those orders stack up this breakdown shows how to turn cartoons like this into a business that makes $15K a month πŸ‘‡
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HOLY SH*T... he tried to kill a snake, she turned off the lights, and now he's f*cked 12.9M on one reel 12.2M on another 3.3M on the third 22.8K followers from 93 posts a stickman grabs a weapon and goes after the snake like he's the hero of the story then the snake reaches over, switches off the light, and the music from a James Bond movie starts playing you don't see what happens next, and that's exactly why 329K people liked it and 7.5K sent it to a friend but here's the crazy part: those three reels have more than 99% of all the views on the page the other nine videos barely got 5K to 25K each and the bio has no product, no shop and no email for brands so almost 28.4M views came in and nothing was there to catch them the same views on TikTok, with videos just over a minute long, would be worth around $7K from the creator program alone one viral format is a lottery ticket, but one viral format on three platforms with an offer behind it is a business this breakdown shows how to build an AI cartoon page like this and turn it into $15K a month πŸ‘‡
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NO F*CKING WAY... she farted all night, so he farted back under the blanket, and it went way too far 1.4M on one reel 228K on another 13K followers from 86 posts his girlfriend sleeps peacefully while gassing up the whole bed he lies there with the angriest face you've ever seen, and decides it's payback time one push under the covers, and he doesn't just fart, something actually comes out with it the caption sums it up perfectly: she underestimated him but look at the corner of the video, because the watermark belongs to a completely different creator this page just reposts other people's cartoons, collects the views and sends everyone to an Etsy shop that sells crochet patterns even if just 1 viewer in 1,000 from that 1.4M reel buys a $5 pattern, that's $7K from a cartoon somebody else drew now imagine owning the cartoons and the shop at the same time this breakdown shows how to build your own AI cartoon page and turn it into $15K a month πŸ‘‡
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DWARF πŸ„ retweeted
holy sh*t, people building AI agents have no idea what's coming the ones who plug these tools in now will ship agents in a weekend. the ones who don't will still be gluing scripts together in 2027. 7 agent repos you need to know to survive AI, try this asap: 1. Ollama runs the model on your own laptop. 185k stars, $0 per token. your API bill stops looking like a phone number github.com/ollama/ollama 2. Context7 feeds your agent fresh library docs. no more code written for a version that died last year github.com/upstash/context7 3. mem0 gives your agent real memory between sessions. 67k stars. it stops asking who you are every single chat github.com/mem0ai/mem0 4. Firecrawl any website in, clean markdown out. 197k stars. the difference between "agent that guesses" and "agent that knows" github.com/firecrawl/firecra… 5. E2B a sealed sandbox where agent code runs safely. your laptop stays out of the blast radius github.com/e2b-dev/E2B 6. Langfuse traces and evals for everything your agent does. nobody installs it first, and that's why most agent demos never ship github.com/langfuse/langfuse 7. browser-use this one's wild. your agent gets eyes and hands in a real browser: it reads the page, clicks, types and finishes the task itself. 120k stars github.com/browser-use/brows… the agent in this video? I built it myself with Higgsfield and Claude. 10 shots, every part of an AI agent in 3D. no studio, no 3D artist.
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WHAT THE F*CK... he hit his wife over the head with a bottle, and this AI couple pulled 32.7M views from just 12 reels 14.4M on one reel 8M on another 157K followers from just 20 posts she didn't cry, she grabbed a baking tray and started pounding him with it his rubber clay body flies around with every hit, and you can't stop replaying it 396K likes, mostly from wives tagging their husbands the trick is that the wife and the husband have two separate accounts, and every viral video on one page feeds the other one brand integration here is worth around $1.6K, and it can run on both pages at once this breakdown shows how to build an AI cartoon series like this and grow it into $15K a month πŸ‘‡
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OH F*CK... one snip too many and his balls hit the bathroom floor, and this doodle got 235K likes 1.6M on one reel 831K on another 225K followers from 243 posts a bald little guy puts one leg up on the toilet and trims himself with a pair of scissors the hair falls first, then his balls drop right next to it, and he just stands there like nothing happened 7.6K comments, mostly from men wincing and tagging their friends no 3D, no Pixar lighting, just black lines and a joke you get in one second one brand integration on a page like this is worth around $2.2K this breakdown shows how to turn simple cartoons like this into a business that makes $15K a month πŸ‘‡
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NOBODY NOTICES THE WORD "SOFT"... 5.4M views on an old couple cartoon, and the uncensored version is behind a paywall 5.4M on one reel 3.5M on another 92.7K followers from just 23 posts in this one, a grandpa buys two balloons for $5 and the grandma turns them into the cheapest push-up bra in history then they both stare at the camera with dead serious faces, and you replay it just to see that look again but look at the account name, because this is the "soft" version of the show the bolder series lives on Patreon, and the link sits right at the top of the bio the free reels are the trailer, and the paid episodes are the product even if just 1% of the followers pay $5 a month, that's around $4.6K every month from one old couple this breakdown shows how to turn a cartoon series into a business that makes $15K a month πŸ‘‡
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THIS IS NOT CONTENT, IT'S AN AD... and 5.6M people watched an 11-second salon cartoon without noticing 252K likes 13K saves 21% of all the likes the page has ever collected, from this one video 66K followers from 123 posts a woman in a black suit walks into a pink salon and sits down at the manicure table, and it looks like a scene from an animated movie no product shot, no price, no pitch you just want to be the one sitting in that chair the caption says it straight: this is a sample creative for beauty salons even at $5 per 1,000 impressions, buying 5.6M views with paid ads would cost a salon around $28K this one cost nothing to distribute because people watched it like content, not like an ad and under it sits one offer: custom cartoons for your brand, details in DMs the video is the portfolio, the proof and the pitch at the same time pick one local business and turn the moment its client walks in into a scene people want to replay this breakdown shows how to turn cartoons like this into paying clients and $15K a month πŸ‘‡
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OKAY THIS IS CRAZY... 255M views from just 12 reels of a 76-year-old AI grandma and her grumpy husband 64.6M on one reel 58.5M on another 39.6M on the third 763K followers from just 66 posts every video is a tiny kitchen moment between the same two old people in this one she pours the water, he spoons the coffee, and a whole pile of it ends up on the counter instead of in the cup the look he gives her says more than any dialogue could 1.2M likes and 42.7K shares, because everyone has a grandma or a grandpa exactly like this and look at what's sitting in the frame: a jar of instant coffee, right in the middle of the joke nobody skips it, because it doesn't feel like an ad, it feels like their kitchen the bio says it straight: ads go through DMs at the usual $10 per 1,000 followers, one sponsored reel on a page like this is worth around $7.6K the characters are the audience, and the kitchen is the ad space give your characters one tiny daily habit and put the product right where that habit happens this breakdown shows how to build a cartoon series like this and turn it into $15K a month πŸ‘‡
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DWARF πŸ„ retweeted
THIS IS GENIUS... 1M views on a stickman cartoon, and the account isn’t even selling cartoons 1M on a girl hiding under the blanket 720K on a guy asleep in a messy room 652K on a couple in bed 94.8K followers from 193 posts in this one, the camera drops down the windows of a building. everything the neighbor above drops lands on the one below, until a girl taking a selfie on the bottom floor catches the last thing right in her mouth 10 seconds, no words, and you watch it twice to catch every floor but look at the bio. ai video creator, 1-on-1 training, learn to create viral videos, a shopify store, a creator club and a subscribe button the cartoons aren’t the product. they’re the proof. every viral video is an ad for the course get the views first, then sell how you got them to people who want the same numbers this breakdown shows how to turn a cartoon channel into a business that makes $15K a month πŸ‘‡
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A BLACK SCREEN AND TWO STICK FIGURES... that's all it took to get 263M views from 12 reels and sell a $150 course 96.7M on one reel 72M on another 52.5M on the third 880K followers and over 1B views claimed in total the style is almost nothing: a black background, two figures, one word above each of them in this one the perfectionist kneels with a spirit level and fixes his first brick, while the action taker has already built a whole wall next to him you get the idea in two seconds, and then you send it to the friend who still hasn't started 1.8M likes and 54.7K shares on that one reel and the caption tells you to comment "Animate" to get the course the website shows the whole business behind the videos: a $150 AI animation course with 72 lessons custom animations for brands at $150 each monthly plans at $1,000, $1,500 and $1,800 and posters of the same ideas for $25.99 sell 100 courses and that's $15K land eight brands on the daily plan and that's $14.4K every month the reels are the billboard, the course is the product and the brands are the recurring income pick one simple style, one idea per video, and build the offer before the first reel goes viral this breakdown shows how to build an AI animation business like this and get to $15K a month πŸ‘‡
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A faceless stickman in a cage pulled almost 95M views from 12 videos, and the choice he makes in this one is the same choice that keeps most people broke. He's sitting in a cage under one lamp, with a loaf of bread labeled JOB and a golden key labeled BUSINESS lying just outside the bars. He picks up a stick, slowly reaches through the bars, and makes the choice most people make in real life: he goes for the bread. The caption explains the idea in one line, because the door is locked but the key was in front of him the whole time. When I opened the profile, I couldn't believe the numbers. The page has 31K followers and only 12 reels, and those 12 reels have almost 95M views between them. Four of them alone crossed 90M, with 35.6M, 27.6M, 18.4M and 9.2M views. There's no shop, no course and no brand deals in the bio, just one link that sends every viewer to a YouTube channel. So Instagram works as a free billboard, and the audience is pushed to the platform that actually pays for watch time. This is exactly why simple stickman animation is turning into a gold rush, because one strong idea and one character can reach tens of millions of people. And the best part is that this kind of video doesn't need a studio, it needs a clear metaphor and someone who knows how to animate it with AI. I broke down how to build an AI animation business like this, from the first character to the full Claude Code + Higgsfield pipeline and the first paying clients, in my article below πŸ‘‡ Which one would you pick, the bread or the key?
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