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THIS $599 MAC MINI CAN DRIVE THREE DISPLAYS NATIVELY - THIS SETUP TOOK "MORE SCREEN SPACE" SO FAR IT ENDED WITH BINOCULARS. the M4 Mac mini shrinks a full desktop into a 5 x 5-inch box. the base model launched with: 10-core CPU 10-core GPU 16GB unified memory support...

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Grimmer

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16,290 görüntüleme • 18 gün önce •via X (Twitter)

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A HARDWARE MODDER BOLTED A BATTERY PACK ONTO A $599 MAC MINI M4 AND TURNED A DESK SERVER INTO A BACKPACK AI RIG THAT RUNS FOR EIGHT HOURS WITHOUT A WALL OUTLET he posts a video of the mac mini with a slim battery module clamped to the side, USB-C plugged into the back. no power brick, no outlet, just the 10 to 30W draw of the M4 chip pulling from a 20,000mAh bank. a full work day on one charge. this is not a portable laptop trick. it is a desk-class AI server that fits in a sling bag the same $599 mac mini i recommended in last week's article as the silent default, now untethered. pair it with a mobile hotspot or a Starlink mini and you have a fully off-grid LLM stack that answers questions in a forest, on a plane, in a power outage. the model lives in the box, the battery powers the box, that is the whole stack this is not a gadget. it is the first time the words "AI server" and "fits in your bag" belong in the same sentence
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A HARDWARE MODDER BOLTED A BATTERY PACK ONTO A $599 MAC MINI M4 AND TURNED A DESK SERVER INTO A BACKPACK AI RIG THAT RUNS FOR EIGHT HOURS WITHOUT A WALL OUTLET he posts a video of the mac mini with a slim battery module clamped to the side, USB-C plugged into the back. no power brick, no outlet, just the 10 to 30W draw of the M4 chip pulling from a 20,000mAh bank. a full work day on one charge. this is not a portable laptop trick. it is a desk-class AI server that fits in a sling bag the same $599 mac mini i recommended in last week's article as the silent default, now untethered. pair it with a mobile hotspot or a Starlink mini and you have a fully off-grid LLM stack that answers questions in a forest, on a plane, in a power outage. the model lives in the box, the battery powers the box, that is the whole stack this is not a gadget. it is the first time the words "AI server" and "fits in your bag" belong in the same sentence

shmidt

31,619 görüntüleme • 2 ay önce

MARCUS CHEN STACKED 30 MAC MINIS INTO AN AI SERVER FARM. ONE $599 MAC MINI REPLACES YOUR $200/MONTH CLAUDE CODE BILL WITH $3 IN ELECTRICITY two months ago a developer posted his claude code bill on reddit. $170 in 10 days. someone replied "i bought a mac mini m4. haven't paid anthropic since." apple stores ran out of mac minis the same week the m4 chip has 120 gb/s memory bandwidth and unified memory architecture. cpu and gpu share one pool so the model loads once and both read from it. a $599 mac mini runs ai faster than a $1,500 windows pc with a discrete gpu since january 2026 ollama supports the anthropic messages api format. claude code connects directly to your local mac mini with one environment variable. same interface, zero api costs, $0 per request a heavy developer pays $459 a month across claude code max, chatgpt pro, gemini, cursor and copilot. that's $5,508 a year. the mac mini pays off in 3 months and runs on $3 in electricity after that uber rolled out claude code to 5,000 engineers and burned through their $3.4 billion 2026 ai budget in 4 months. the people who own the hardware in 2026 are going to look very far ahead in 2028 bookmark this and read the article below
0:16

MARCUS CHEN STACKED 30 MAC MINIS INTO AN AI SERVER FARM. ONE $599 MAC MINI REPLACES YOUR $200/MONTH CLAUDE CODE BILL WITH $3 IN ELECTRICITY two months ago a developer posted his claude code bill on reddit. $170 in 10 days. someone replied "i bought a mac mini m4. haven't paid anthropic since." apple stores ran out of mac minis the same week the m4 chip has 120 gb/s memory bandwidth and unified memory architecture. cpu and gpu share one pool so the model loads once and both read from it. a $599 mac mini runs ai faster than a $1,500 windows pc with a discrete gpu since january 2026 ollama supports the anthropic messages api format. claude code connects directly to your local mac mini with one environment variable. same interface, zero api costs, $0 per request a heavy developer pays $459 a month across claude code max, chatgpt pro, gemini, cursor and copilot. that's $5,508 a year. the mac mini pays off in 3 months and runs on $3 in electricity after that uber rolled out claude code to 5,000 engineers and burned through their $3.4 billion 2026 ai budget in 4 months. the people who own the hardware in 2026 are going to look very far ahead in 2028 bookmark this and read the article below

starmex

357,679 görüntüleme • 2 ay önce

HE STRAPPED A BATTERY TO A $599 MAC MINI AND TURNED A DESK COMPUTER INTO A 14-HOUR PORTABLE AI WORKSTATION 00:03 the battery slides onto the side of the mac mini and the whole setup stops behaving like a desk machine. now it can run from a backpack, power a screen, hold local files and keep working without asking for an outlet. that changes the use case completely. instead of renting another cloud box, one silent computer can handle research dumps, meeting notes, scraped pages, voice transcripts and small automation jobs from almost anywhere. with claude connected, it becomes a moving command center. 45-minute calls become summaries, 120 saved links become organized notes, and messy project folders get cleaned while the machine quietly keeps working in the background. the interesting number is not the battery size. it is the avoided rent. one portable local box can replace $25 storage, $39 automation, $20 transcription and another $30 vps bill if the workflow is built correctly. this is no longer just a desktop. it becomes a portable ai machine that keeps working long after you leave the desk. bookmark this before portable ai becomes the new normal.
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HE STRAPPED A BATTERY TO A $599 MAC MINI AND TURNED A DESK COMPUTER INTO A 14-HOUR PORTABLE AI WORKSTATION 00:03 the battery slides onto the side of the mac mini and the whole setup stops behaving like a desk machine. now it can run from a backpack, power a screen, hold local files and keep working without asking for an outlet. that changes the use case completely. instead of renting another cloud box, one silent computer can handle research dumps, meeting notes, scraped pages, voice transcripts and small automation jobs from almost anywhere. with claude connected, it becomes a moving command center. 45-minute calls become summaries, 120 saved links become organized notes, and messy project folders get cleaned while the machine quietly keeps working in the background. the interesting number is not the battery size. it is the avoided rent. one portable local box can replace $25 storage, $39 automation, $20 transcription and another $30 vps bill if the workflow is built correctly. this is no longer just a desktop. it becomes a portable ai machine that keeps working long after you leave the desk. bookmark this before portable ai becomes the new normal.

Gipp 🦅

1,788,586 görüntüleme • 2 ay önce

THIS SHELF OF MAC MINIS REPLACES $4,080 A YEAR IN AI SUBSCRIPTIONS 00:02 the camera pans across a shelf of stacked Mac minis and the trick is obvious: that silent little farm runs the models you rent every month most people pay 7 companies for AI and use 3 of the tools. they forget the rest on the credit card and call it a stack the Mac mini M4 ends that. one shared memory pool means a $599 box runs 7B and 8B models faster than Windows machines that cost twice as much ollama pull, one command. open webui in one docker line. point Claude Code at localhost and it just works it draws 10 to 30 watts, sits silent next to a router, and runs 24/7 for $3 a month in power it pays back a $20 ChatGPT Plus sub in 3 months, then saves you $4,000 a year while the frontier still rents you compute every month you wait is another $340 gone for compute that fits on a shelf
0:10

THIS SHELF OF MAC MINIS REPLACES $4,080 A YEAR IN AI SUBSCRIPTIONS 00:02 the camera pans across a shelf of stacked Mac minis and the trick is obvious: that silent little farm runs the models you rent every month most people pay 7 companies for AI and use 3 of the tools. they forget the rest on the credit card and call it a stack the Mac mini M4 ends that. one shared memory pool means a $599 box runs 7B and 8B models faster than Windows machines that cost twice as much ollama pull, one command. open webui in one docker line. point Claude Code at localhost and it just works it draws 10 to 30 watts, sits silent next to a router, and runs 24/7 for $3 a month in power it pays back a $20 ChatGPT Plus sub in 3 months, then saves you $4,000 a year while the frontier still rents you compute every month you wait is another $340 gone for compute that fits on a shelf

Fokki

12,933 görüntüleme • 2 ay önce

Heads up! Samsung has introduced a very useful upgrade to the Privacy Display feature on the Galaxy S26 Ultra in One UI 9. For example, if you've enabled Privacy Display only for YouTube, when you minimize the video into Picture in Picture (PiP) and return to the home screen, only the PiP window will remain protected by Privacy Display. Your home screen and other apps will no longer be affected. In previous versions, once Privacy Display was enabled, the entire screen stayed in privacy mode, even after switching to PiP, making it much less flexible. This means One UI 9 finally supports independent Privacy Display for Picture in Picture. It keeps your PiP content private without affecting the rest of the interface, making the feature much more practical than before.
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Heads up! Samsung has introduced a very useful upgrade to the Privacy Display feature on the Galaxy S26 Ultra in One UI 9. For example, if you've enabled Privacy Display only for YouTube, when you minimize the video into Picture in Picture (PiP) and return to the home screen, only the PiP window will remain protected by Privacy Display. Your home screen and other apps will no longer be affected. In previous versions, once Privacy Display was enabled, the entire screen stayed in privacy mode, even after switching to PiP, making it much less flexible. This means One UI 9 finally supports independent Privacy Display for Picture in Picture. It keeps your PiP content private without affecting the rest of the interface, making the feature much more practical than before.

Ice Universe

248,556 görüntüleme • 1 ay önce

[APK] One UI 8.5 Game Booster (with extra features) now works on One UI 7 and later. Users already running One UI 8.5 should also install this version, it enables the exclusive features like Voice Roulette, Anti-Interference, Notification Styles, 4D Vibration, Pop-up View, Voice Changer, Super Microphone, Game Care, Controller, Virtual Gamepad, Game Sound, AI Mute, AI Lab and more. It also adds pre-download game updates and sync startup animation with game loading screen in the settings. This post covers the guide of virtual gamepad with images. The first time you use the virtual gamepad feature, "Full-screen mode in split-screen view" will be automatically enabled. If you wish to disable "Full-screen mode" later, you can go to "Settings > Advanced features > Multi-window" to turn it off. If your game does not have a default configuration, the basic configuration will be displayed. The game screen is the mapped area, and the virtual button is the button area. Click the gear-shaped "Settings" button in the button area shown in the image to configure it according to your needs.
0:37

[APK] One UI 8.5 Game Booster (with extra features) now works on One UI 7 and later. Users already running One UI 8.5 should also install this version, it enables the exclusive features like Voice Roulette, Anti-Interference, Notification Styles, 4D Vibration, Pop-up View, Voice Changer, Super Microphone, Game Care, Controller, Virtual Gamepad, Game Sound, AI Mute, AI Lab and more. It also adds pre-download game updates and sync startup animation with game loading screen in the settings. This post covers the guide of virtual gamepad with images. The first time you use the virtual gamepad feature, "Full-screen mode in split-screen view" will be automatically enabled. If you wish to disable "Full-screen mode" later, you can go to "Settings > Advanced features > Multi-window" to turn it off. If your game does not have a default configuration, the basic configuration will be displayed. The game screen is the mapped area, and the virtual button is the button area. Click the gear-shaped "Settings" button in the button area shown in the image to configure it according to your needs.

Galaxy Techie

11,427 görüntüleme • 5 ay önce

Sharing some more UI previews for Superlogical, this time the "tab peek." If you three-finger swipe down, you can "peek" at the other session tabs. These are live-updating, metal-rendered previews including splits. If you keep dragging, you enter a "mission control" style mode. This is one of those UI patterns that once you get used to, you mindlessly find yourself doing it ALL THE TIME. It's a great way to quickly take a look at everything thats going on. You aren't reading the mini text of course, but the shape of it tells you a lot about where things are. The peek pushes the terminal down off screen, it doesn't resize it, so it doesn't force any weird reflow or anything either. There's a lot more to talk about, especially about how this interacts with how we expose what needs attention so you can easily find the terminals/sessions/etc. that require your attention. Of course, you'll be able to drive this with the keyboard too. :) As always, a disclaimer: this is all early work subject to change, just trying to share some of what we're building in public. A lot of the UI experiential design is almonk so follow him for more updates too!
0:13

Sharing some more UI previews for Superlogical, this time the "tab peek." If you three-finger swipe down, you can "peek" at the other session tabs. These are live-updating, metal-rendered previews including splits. If you keep dragging, you enter a "mission control" style mode. This is one of those UI patterns that once you get used to, you mindlessly find yourself doing it ALL THE TIME. It's a great way to quickly take a look at everything thats going on. You aren't reading the mini text of course, but the shape of it tells you a lot about where things are. The peek pushes the terminal down off screen, it doesn't resize it, so it doesn't force any weird reflow or anything either. There's a lot more to talk about, especially about how this interacts with how we expose what needs attention so you can easily find the terminals/sessions/etc. that require your attention. Of course, you'll be able to drive this with the keyboard too. :) As always, a disclaimer: this is all early work subject to change, just trying to share some of what we're building in public. A lot of the UI experiential design is almonk so follow him for more updates too!

Mitchell Hashimoto

347,054 görüntüleme • 15 gün önce

1 mini PC that fits in a palm, with no monthly token bill attached to it. Most people run their AI through a browser tab. Every prompt, every document, every half-finished idea leaves the machine and lands on someone else's server. This ORICO mini PC runs the model locally. The assistant lives inside the box, not in a data center 2,000 miles away. Small enough to slide into a bag. Powerful enough that you stop noticing it is not a desktop. You pay once for hardware instead of every month for limits. No outage that takes your assistant down with it. No terms of service deciding what your files are worth. Plug it in anywhere, and the assistant is already there, offline, waiting. The smallest machine on the desk is the only one that keeps its mouth shut.
0:11

1 mini PC that fits in a palm, with no monthly token bill attached to it. Most people run their AI through a browser tab. Every prompt, every document, every half-finished idea leaves the machine and lands on someone else's server. This ORICO mini PC runs the model locally. The assistant lives inside the box, not in a data center 2,000 miles away. Small enough to slide into a bag. Powerful enough that you stop noticing it is not a desktop. You pay once for hardware instead of every month for limits. No outage that takes your assistant down with it. No terms of service deciding what your files are worth. Plug it in anywhere, and the assistant is already there, offline, waiting. The smallest machine on the desk is the only one that keeps its mouth shut.

AiMind

81,995 görüntüleme • 2 gün önce

THE CLOUD BILL WAS $14,000 A MONTH. EVERY MONTH. JUST FOR GPU ACCESS. No ownership. No hardware. Just renting someone else's chips and watching the invoice grow. So this startup did the math and bought 1,000 Mac Mini M4s instead. $599 each. One-time. Total: ~$599,000 upfront. Sounds insane. Until you do the math the other way. $14K/mo in cloud GPUs is $168K a year. In 3.5 years you've burned through $599K and own nothing. The meter just keeps running. These guys own the hardware. Same output. Less power draw. And after year 4, every month of compute is basically free. The M4 was never built for data centers. But its performance per watt is so good that someone looked at a rack of a thousand of them and thought "why not." That's when it clicks. The AI infrastructure race isn't about who has the biggest GPU anymore. It's about who figured out they were overpaying for one. Would you make this switch?
0:13

THE CLOUD BILL WAS $14,000 A MONTH. EVERY MONTH. JUST FOR GPU ACCESS. No ownership. No hardware. Just renting someone else's chips and watching the invoice grow. So this startup did the math and bought 1,000 Mac Mini M4s instead. $599 each. One-time. Total: ~$599,000 upfront. Sounds insane. Until you do the math the other way. $14K/mo in cloud GPUs is $168K a year. In 3.5 years you've burned through $599K and own nothing. The meter just keeps running. These guys own the hardware. Same output. Less power draw. And after year 4, every month of compute is basically free. The M4 was never built for data centers. But its performance per watt is so good that someone looked at a rack of a thousand of them and thought "why not." That's when it clicks. The AI infrastructure race isn't about who has the biggest GPU anymore. It's about who figured out they were overpaying for one. Would you make this switch?

Framez

18,004 görüntüleme • 18 gün önce

Seedance 2 is so good at character and scene consistency across cuts. I tested it with a short film on something I learned last week about cats. The key is detailed prompts - take your story to an LLM to nail the structure, then to Krea to make the video. Take my prompt 👇 Style: high-quality 3D animation, expressive character acting, cozy lighting, cinematic composition Timestamped structure: 0:00 - 0:02 Open on a cozy desk setup in a home office. A black cat, Finn, is near the desk, alert and curious. The woman with brown hair and blue eyes sits at her computer, pulling up a YouTube-style bird video. The screen shows colorful birds hopping on branches. Finn immediately locks in on the movement. 0:03 - 0:05 The woman smiles knowingly and adjusts the monitor so Finn can see better. She lightly gestures toward the screen. Finn jumps onto the chair or desk edge and sits facing the monitor, ears forward, body still, completely mesmerized by the birds. 0:05 - 0:07 The woman gets up from the desk and walks away casually, leaving Finn watching. Finn remains seated, staring at the bird video with total concentration. Maybe a subtle tail flick or tiny head movement tracks the birds on screen. 0:07 - 0:10 Cut to later in the day, in the exact same office. The woman is now back at the desk in a Zoom meeting, still with the single monitor on the same desk. The computer screen now shows a video call grid or work presentation instead of the birds. She is mid-conversation, professional and focused, seated upright, saying "and now we'll move to the next slide" 0:10 - 0:12 Finn suddenly jumps up onto the desk from below, entering frame with urgency. He looks at the screen, confused and dissatisfied that the birds are gone. He starts pawing at the screen and the woman is shocked and embarrassed
0:11

Seedance 2 is so good at character and scene consistency across cuts. I tested it with a short film on something I learned last week about cats. The key is detailed prompts - take your story to an LLM to nail the structure, then to Krea to make the video. Take my prompt 👇 Style: high-quality 3D animation, expressive character acting, cozy lighting, cinematic composition Timestamped structure: 0:00 - 0:02 Open on a cozy desk setup in a home office. A black cat, Finn, is near the desk, alert and curious. The woman with brown hair and blue eyes sits at her computer, pulling up a YouTube-style bird video. The screen shows colorful birds hopping on branches. Finn immediately locks in on the movement. 0:03 - 0:05 The woman smiles knowingly and adjusts the monitor so Finn can see better. She lightly gestures toward the screen. Finn jumps onto the chair or desk edge and sits facing the monitor, ears forward, body still, completely mesmerized by the birds. 0:05 - 0:07 The woman gets up from the desk and walks away casually, leaving Finn watching. Finn remains seated, staring at the bird video with total concentration. Maybe a subtle tail flick or tiny head movement tracks the birds on screen. 0:07 - 0:10 Cut to later in the day, in the exact same office. The woman is now back at the desk in a Zoom meeting, still with the single monitor on the same desk. The computer screen now shows a video call grid or work presentation instead of the birds. She is mid-conversation, professional and focused, seated upright, saying "and now we'll move to the next slide" 0:10 - 0:12 Finn suddenly jumps up onto the desk from below, entering frame with urgency. He looks at the screen, confused and dissatisfied that the birds are gone. He starts pawing at the screen and the woman is shocked and embarrassed

Justine Moore

27,449 görüntüleme • 4 ay önce

THIS GIRL TURNED LOVABLE INTO A $1.2K CLIENT PITCH Lovable doesn’t just build a pretty website. it turns 1 prompt into a clean business page a local owner can understand in 10 minutes the real trick is not selling the site itself. it is using the site as the first layer of a bigger system: lead form, calendar, CRM, follow-up and an AI agent that books calls 24/7 for a local business this is simple math. one roofing job can be worth $10,000. three extra booked jobs in a month can turn into $30,000 in new revenue that is why agencies can charge $15,000 to $25,000+ for the complete version. business owners don’t care what tool built it, they care if it brings more calls, more bookings and more customers the video below shows the easiest entry point into that market ↓
0:12

THIS GIRL TURNED LOVABLE INTO A $1.2K CLIENT PITCH Lovable doesn’t just build a pretty website. it turns 1 prompt into a clean business page a local owner can understand in 10 minutes the real trick is not selling the site itself. it is using the site as the first layer of a bigger system: lead form, calendar, CRM, follow-up and an AI agent that books calls 24/7 for a local business this is simple math. one roofing job can be worth $10,000. three extra booked jobs in a month can turn into $30,000 in new revenue that is why agencies can charge $15,000 to $25,000+ for the complete version. business owners don’t care what tool built it, they care if it brings more calls, more bookings and more customers the video below shows the easiest entry point into that market ↓

Gipp 🦅

20,624 görüntüleme • 2 ay önce

this is f**king dangerous A normal American student just bought an iPad and Mac Mini for $2,200. Connected them to his MacBook. Three computers on one desk - dorm roommates thought he was mining crypto. He just set up the automation and went to sleep. In the morning the system had already processed hundreds of leads, written personalized emails to each one and filled the CRM without a single touch. The team that did this before him- cost $7,000 a month He paid $2,200 once. There are 360 million companies in the world and 310 of them still pay people for what a machine does better. And only 100,000 people on the planet know how to use AI and set this up.
0:13

this is f**king dangerous A normal American student just bought an iPad and Mac Mini for $2,200. Connected them to his MacBook. Three computers on one desk - dorm roommates thought he was mining crypto. He just set up the automation and went to sleep. In the morning the system had already processed hundreds of leads, written personalized emails to each one and filled the CRM without a single touch. The team that did this before him- cost $7,000 a month He paid $2,200 once. There are 360 million companies in the world and 310 of them still pay people for what a machine does better. And only 100,000 people on the planet know how to use AI and set this up.

Khairallah AL-Awady

1,475,564 görüntüleme • 4 gün önce

Napheesa Collier on Olivia Miles’ between the legs no look pass for a Kayla McBride transition three “That was crazy(smiling), I mean, I haven’t even seen the video yet but just seeing that in real time, it’s like the stuff that Liv can do is just so fun and then Mac knocking it down she was like “that’s more pressure than even a game winner” like you have to hit that. This team is just so fun”
0:19

Napheesa Collier on Olivia Miles’ between the legs no look pass for a Kayla McBride transition three “That was crazy(smiling), I mean, I haven’t even seen the video yet but just seeing that in real time, it’s like the stuff that Liv can do is just so fun and then Mac knocking it down she was like “that’s more pressure than even a game winner” like you have to hit that. This team is just so fun”

Andrew Dukowitz

23,143 görüntüleme • 1 ay önce

Reminder: Put Your Name on a STING Interceptor Takedown Screen 🐝 Our fundraiser for the 1020th Anti-Aircraft Missile Regiment is in full swing! We continue to support the defenders who clear our skies using STING interceptors. Today, we’re sharing a fresh look at the action. In this video, an interceptor with the craft name Brutus the Cat tracks down and eliminates an enemy target. This is exactly what the "takedown screen" looks like — and your name can be there next. How to get your personalized interception video: 👉 Donate $500 or more: 👉 Email us: Send a screenshot of your donation and the name you want featured (up to 15 characters) to community@wildhornets.com. 👉 Receive your video: Get the footage of a Shahed or Gerbera being downed with your name on the operator’s screen. Every contribution matters. Even $1, $5, or $10 make a huge difference in keeping this mission going. If you donate a smaller amount, feel free to drop a screenshot in the replies to inspire others! All funds are used for equipment, vehicles, and the technical needs of the 1020th Regiment. Join the hunt. Let's protect the skies together! 🇺🇦
0:12

Reminder: Put Your Name on a STING Interceptor Takedown Screen 🐝 Our fundraiser for the 1020th Anti-Aircraft Missile Regiment is in full swing! We continue to support the defenders who clear our skies using STING interceptors. Today, we’re sharing a fresh look at the action. In this video, an interceptor with the craft name Brutus the Cat tracks down and eliminates an enemy target. This is exactly what the "takedown screen" looks like — and your name can be there next. How to get your personalized interception video: 👉 Donate $500 or more: 👉 Email us: Send a screenshot of your donation and the name you want featured (up to 15 characters) to [email protected]. 👉 Receive your video: Get the footage of a Shahed or Gerbera being downed with your name on the operator’s screen. Every contribution matters. Even $1, $5, or $10 make a huge difference in keeping this mission going. If you donate a smaller amount, feel free to drop a screenshot in the replies to inspire others! All funds are used for equipment, vehicles, and the technical needs of the 1020th Regiment. Join the hunt. Let's protect the skies together! 🇺🇦

Wild Hornets

922,438 görüntüleme • 4 ay önce

A regular American developer bought $1,400 worth and stacked seven Mac Minis on top of each other and connected them with metal cables. Neighbors thought he was building a mining server. His wife thought he'd lost his mind. He just didn't want to pay $15,000 a month for a dev team. On the screen - a diagram. Seven Mac Minis connected via Ethernet working as one machine. EXO framework distributes tasks between them automatically. 11.44 TFLOPS each. Together - more than most cloud servers that companies pay thousands for every month. He paid $1,400 for the hardware once. 38 agents from GitHub, 156 skills. A system that learns from session to session and in two weeks writes code just like he does - but seven times faster because it runs on seven machines in parallel. A task that took a junior dev 10-12 hours - the tower closes in 20 minutes. One founder with this setup ships a product like a team of eight people. For $20 a month instead of $120,000 a year. This 7 Mac Mini setup helped him win the Anthropic hackathon and make $26,000 without a team.
0:12

A regular American developer bought $1,400 worth and stacked seven Mac Minis on top of each other and connected them with metal cables. Neighbors thought he was building a mining server. His wife thought he'd lost his mind. He just didn't want to pay $15,000 a month for a dev team. On the screen - a diagram. Seven Mac Minis connected via Ethernet working as one machine. EXO framework distributes tasks between them automatically. 11.44 TFLOPS each. Together - more than most cloud servers that companies pay thousands for every month. He paid $1,400 for the hardware once. 38 agents from GitHub, 156 skills. A system that learns from session to session and in two weeks writes code just like he does - but seven times faster because it runs on seven machines in parallel. A task that took a junior dev 10-12 hours - the tower closes in 20 minutes. One founder with this setup ships a product like a team of eight people. For $20 a month instead of $120,000 a year. This 7 Mac Mini setup helped him win the Anthropic hackathon and make $26,000 without a team.

Noisy

2,031,470 görüntüleme • 4 ay önce

TIMED DIALOGUE IN A NIGHTCLUB. THREE WALLS FALL AT ONCE. Nightclub sketch, cut in two halves. Black-and-white first - a couple making out on a couch, someone laughing off-camera. Then color reveals the setup: guy walks up with a drink, delivers a line, she gives him a one-sentence answer that changes the picture, he pauses, then kisses her anyway. None of them exist. It's fully generated, both halves. - What used to be four problems is now one clip Character consistency across a cut - same two faces in B&W and in color. Two-person dialogue with alternating lip sync - three separate English lines, all on time, all matching mouth shapes. Nightclub lighting - low light, saturated color wash, moving sources - was the last hard lighting environment for AI video to render without collapsing into noise. And a kiss - two faces contacting without merging into each other, which has been one of the persistent tells. Any one of these has been solvable for maybe six months. All four in one sketch was still a demo-reel problem in early 2026. - The B&W cut is doing two jobs The editing choice isn't style. It's engineering. Splitting a 15-second sketch into two 5-7 second clips means the model only has to hold consistency inside each segment, not across the whole thing. Monochrome also hides small differences between the two generations - if the girl's face is 3% off between the halves, B&W flattens the delta. Color grading in the second half does the reverse job. Two seams, both hidden by the aesthetic. - The comic beat is the actual craft Generating a kiss is one problem. Generating a kiss that lands as a punchline is a different one. The half-second where he pauses, processes, and decides not to care - that timing has to be prompted specifically. The default output of every current model is a rushed sequence with no beats. Deadpan comic delivery out of AI video means the operator wrote the prompt the way a screenwriter would - pauses, reactions, holds, all specified frame by frame. - What it costs Two 5-7 second clips at $3-5 each with in-model audio. Locked character references for both actors so the faces match across the cut. Prompt structured as a mini-script with beat notation. Realistically 40-60 rerolls to land the timing on all three spoken lines and the kiss. Under $200 in compute. A weekend from concept to publish-ready. - What this actually opens Short-form comedy has been the one segment of content nobody was making with AI video yet, because you can't fake comic timing when your output has drift and glitches. That barrier just came down. Which means every sketch account, every meme page, every stand-up clip factory now has a pipeline that doesn't require booking actors, renting a location, or getting a laugh out of a live crew. That's a real shift in a market that produces billions of views a month.
0:16

TIMED DIALOGUE IN A NIGHTCLUB. THREE WALLS FALL AT ONCE. Nightclub sketch, cut in two halves. Black-and-white first - a couple making out on a couch, someone laughing off-camera. Then color reveals the setup: guy walks up with a drink, delivers a line, she gives him a one-sentence answer that changes the picture, he pauses, then kisses her anyway. None of them exist. It's fully generated, both halves. - What used to be four problems is now one clip Character consistency across a cut - same two faces in B&W and in color. Two-person dialogue with alternating lip sync - three separate English lines, all on time, all matching mouth shapes. Nightclub lighting - low light, saturated color wash, moving sources - was the last hard lighting environment for AI video to render without collapsing into noise. And a kiss - two faces contacting without merging into each other, which has been one of the persistent tells. Any one of these has been solvable for maybe six months. All four in one sketch was still a demo-reel problem in early 2026. - The B&W cut is doing two jobs The editing choice isn't style. It's engineering. Splitting a 15-second sketch into two 5-7 second clips means the model only has to hold consistency inside each segment, not across the whole thing. Monochrome also hides small differences between the two generations - if the girl's face is 3% off between the halves, B&W flattens the delta. Color grading in the second half does the reverse job. Two seams, both hidden by the aesthetic. - The comic beat is the actual craft Generating a kiss is one problem. Generating a kiss that lands as a punchline is a different one. The half-second where he pauses, processes, and decides not to care - that timing has to be prompted specifically. The default output of every current model is a rushed sequence with no beats. Deadpan comic delivery out of AI video means the operator wrote the prompt the way a screenwriter would - pauses, reactions, holds, all specified frame by frame. - What it costs Two 5-7 second clips at $3-5 each with in-model audio. Locked character references for both actors so the faces match across the cut. Prompt structured as a mini-script with beat notation. Realistically 40-60 rerolls to land the timing on all three spoken lines and the kiss. Under $200 in compute. A weekend from concept to publish-ready. - What this actually opens Short-form comedy has been the one segment of content nobody was making with AI video yet, because you can't fake comic timing when your output has drift and glitches. That barrier just came down. Which means every sketch account, every meme page, every stand-up clip factory now has a pipeline that doesn't require booking actors, renting a location, or getting a laugh out of a live crew. That's a real shift in a market that produces billions of views a month.

capONE 💎

82,533 görüntüleme • 12 gün önce

This guy bought a $400 Mac mini and walked into a coffee shop with $2,100 for installing an AI agent that never touches the internet. I had to rewatch this because the pitch is almost too simple. He shows up, plugs in the Mac mini, installs a local AI agent running entirely through Ollama, done in under an hour. Zero cloud dependency, no API bills, no monthly charges bleeding the client dry. The coffee shop owner gets a private AI system that keeps working even if the WiFi dies, and he walks out with $2,100 for an install that takes less time than a long lunch. The hardware cost him $400. One deployment and the machine's already paid for five times over. Then he locks in a monthly retainer for support, somewhere around $100-150, which means every client after the first is close to pure margin stacking on top of recurring revenue. Most people hear "AI business" and think they need to build a SaaS platform or learn to code or raise funding from someone. This skips all of that and goes straight to walking into coffee shops with a Mac mini under one arm. Not a company that scales to a billion dollars, obviously, but a solo operator clearing a few thousand a month from local installs while everyone else is still arguing about which LLM is best on Twitter.
0:11

This guy bought a $400 Mac mini and walked into a coffee shop with $2,100 for installing an AI agent that never touches the internet. I had to rewatch this because the pitch is almost too simple. He shows up, plugs in the Mac mini, installs a local AI agent running entirely through Ollama, done in under an hour. Zero cloud dependency, no API bills, no monthly charges bleeding the client dry. The coffee shop owner gets a private AI system that keeps working even if the WiFi dies, and he walks out with $2,100 for an install that takes less time than a long lunch. The hardware cost him $400. One deployment and the machine's already paid for five times over. Then he locks in a monthly retainer for support, somewhere around $100-150, which means every client after the first is close to pure margin stacking on top of recurring revenue. Most people hear "AI business" and think they need to build a SaaS platform or learn to code or raise funding from someone. This skips all of that and goes straight to walking into coffee shops with a Mac mini under one arm. Not a company that scales to a billion dollars, obviously, but a solo operator clearing a few thousand a month from local installs while everyone else is still arguing about which LLM is best on Twitter.

BrainRul

4,693,710 görüntüleme • 27 gün önce

Slideshow clipping has to be the chillest business model you can really be making $5k - $15k+ a month running 10 TikTok accounts and have complete location freedom + make more than you would working a job you can literally just go to content rewards, pick a saas or brand to promote, for example skin care buy 5 aged TT accounts to start with connect US proxy / sim find videos in the niche the product is in for example skin care steal the hook of the video and content inside it and turn it into a slideshow for example: “skin care tips for broke girls” generate the images with NBP by finding a Pinterest image and getting the JSON from Gemini or ChatGPT promote the product as another “glow up” tip Post 1 a day from the start and as the accounts get more warm boost it to 2-3 + scale to more accounts If you can’t make your first $5k doing this then there is no hope
0:14

Slideshow clipping has to be the chillest business model you can really be making $5k - $15k+ a month running 10 TikTok accounts and have complete location freedom + make more than you would working a job you can literally just go to content rewards, pick a saas or brand to promote, for example skin care buy 5 aged TT accounts to start with connect US proxy / sim find videos in the niche the product is in for example skin care steal the hook of the video and content inside it and turn it into a slideshow for example: “skin care tips for broke girls” generate the images with NBP by finding a Pinterest image and getting the JSON from Gemini or ChatGPT promote the product as another “glow up” tip Post 1 a day from the start and as the accounts get more warm boost it to 2-3 + scale to more accounts If you can’t make your first $5k doing this then there is no hope

Pounds

15,415 görüntüleme • 6 ay önce

Before the part ever touches the machine, it's already been built. This is a 5-axis toolpath, programmed in CAM to map every angle, every pass and every cut. When it's ready, that program goes straight to our DMG MORI. The machine rotates and the tool engages. Then, it executes exactly what you see on screen, with extreme precision. Five axes of motion provide complex geometry in a single setup, with better accuracy. This is precision manufacturing for satellites at our factory in Northern California. 🇺🇸
0:13

Before the part ever touches the machine, it's already been built. This is a 5-axis toolpath, programmed in CAM to map every angle, every pass and every cut. When it's ready, that program goes straight to our DMG MORI. The machine rotates and the tool engages. Then, it executes exactly what you see on screen, with extreme precision. Five axes of motion provide complex geometry in a single setup, with better accuracy. This is precision manufacturing for satellites at our factory in Northern California. 🇺🇸

Astranis Space Technologies

12,599 görüntüleme • 4 ay önce