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Automated DNS poisoning using Android while charging via computer : credits Mobile Hacker NetHunter Hacker XIII: Overall guide to MITM framework :

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Binni Shah

140,460 subscribers

18,386 görüntüleme • 2 yıl önce •via X (Twitter)

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Hacksparo 🥷👾2 yıl önce

@androidmalware2 Please sir can I have 15% my battery is almost dead and I going far I need to call my wife when I reach there please

Benzer Videolar

Public WiFi: Quick demo for 2 devices on the same network 1. SSLstrip + DNS change leads to user input interception for HTTPS with HSTS bypass 2. DNS spoofing redirects user to attacker controlled website More in upcoming "NetHunter Hacker XIII: Overall guide to MITM framework"
0:40

Public WiFi: Quick demo for 2 devices on the same network 1. SSLstrip + DNS change leads to user input interception for HTTPS with HSTS bypass 2. DNS spoofing redirects user to attacker controlled website More in upcoming "NetHunter Hacker XIII: Overall guide to MITM framework"

Mobile Hacker

542,217 görüntüleme • 3 yıl önce

It's happening! The first real smartwatch with injection, capturing a WPA2 handshake! Kali Linux NetHunter, Hijacker, @seemoo@infosec.exchange NexMon on Mobvoi_Official TicWatch Pro 3. Credits to Jakob Link for his unlimited help and for making this possible! Mobile Hacker OffSec
0:30

It's happening! The first real smartwatch with injection, capturing a WPA2 handshake! Kali Linux NetHunter, Hijacker, @[email protected] NexMon on Mobvoi_Official TicWatch Pro 3. Credits to Jakob Link for his unlimited help and for making this possible! Mobile Hacker OffSec

yesimxev

102,970 görüntüleme • 1 yıl önce

Think your coffee shop Wi-Fi is private? Think again! ☕️💻 Watch how a hacker becomes the ultimate "third wheel" using ARP spoofing. By tricking a router into thinking they are the target, and tricking the target into thinking they are the router, they can see everything you do online while you're just trying to enjoy your latte. Check out this video to know how we performed MITM attack:
1:35

Think your coffee shop Wi-Fi is private? Think again! ☕️💻 Watch how a hacker becomes the ultimate "third wheel" using ARP spoofing. By tricking a router into thinking they are the target, and tricking the target into thinking they are the router, they can see everything you do online while you're just trying to enjoy your latte. Check out this video to know how we performed MITM attack:

NetworkChuck

38,800 görüntüleme • 3 ay önce

Side-by-side benchmarks beating OpenAI Codex computer-use using their own models! 👀 Round 1: Clip a youtube video from our channel and upload it to Tiktok ✅ + GPT 5.4 + our computer-use-kit: Successfully uploads a clip with subtitles and hook after 16 minutes (and works in iPhone/Android) ❌ Codex + GPT 5.4: Gets the clip format wrong 3 times, asks for human intervention, and finally fails after 21 minutes. Codex actually does try iPhone mirroring and Capcut, which is very cool and kudos to the team, but it ultimately fails after burning credits. Sam Altman this is not easy to do, but happy to help you guys integrate our computer-use-kit. 😀 I co-founded the first startup approved by openAI to sell GPT3 for automation in August 2021(Cheatlayer) months before so I've been working on this for a long time. We automate Mac/Windows/Linux/Chrome/Android/Iphone + Daytona sandboxes and Browserbase cloud browsers out of the box. We also just shipped automated benchmarks, so we're building the most comprehensive computer-use benchmark for long-running tasks on the planet.
2:19

Side-by-side benchmarks beating OpenAI Codex computer-use using their own models! 👀 Round 1: Clip a youtube video from our channel and upload it to Tiktok ✅ + GPT 5.4 + our computer-use-kit: Successfully uploads a clip with subtitles and hook after 16 minutes (and works in iPhone/Android) ❌ Codex + GPT 5.4: Gets the clip format wrong 3 times, asks for human intervention, and finally fails after 21 minutes. Codex actually does try iPhone mirroring and Capcut, which is very cool and kudos to the team, but it ultimately fails after burning credits. Sam Altman this is not easy to do, but happy to help you guys integrate our computer-use-kit. 😀 I co-founded the first startup approved by openAI to sell GPT3 for automation in August 2021(Cheatlayer) months before so I've been working on this for a long time. We automate Mac/Windows/Linux/Chrome/Android/Iphone + Daytona sandboxes and Browserbase cloud browsers out of the box. We also just shipped automated benchmarks, so we're building the most comprehensive computer-use benchmark for long-running tasks on the planet.

Rohan Arun

120,579 görüntüleme • 6 ay önce

Episode #73: Unlocking AGI With Visual AI Agents | Joseph Nelson, Roboflow Joseph Nelson is the Co-founder and CEO of Roboflow, making the world programmable by building computer vision tools for developers and enterprises. We talk about how computer vision creates a new paradigm to program the world, and how visual AI is the missing piece of AGI. Joseph also shares multiple live product examples, how computer vision unlocks new data sources, lessons from Stripe and Palantir, building business models in developer tools, his experience working with David Sacks, developer marketing tactics, and how Roboflow consistently gets to the front page of Hacker News. Timestamps: 3:34 Computer vision is the missing piece for AGI 5:59 Vision as a new paradigm to collect data 10:55 Live examples of computer vision 13:45 The Magic Sudoku solver that led to Roboflow 18:13 Using computer vision for automation 24:49 Computer vision in sports 27:02 How vision unlocks new data sources 28:24 Inside developer tool business models 33:32 The "Collison Install" and hands-on customer service 36:45 When to adopt Palantir's Forward Deployed Engineers 43:44 Why AI companies need to combine PLG and enterprise sales 50:12 Advice on developer marketing 52:30 Roboflow's greatest hits on Hacker News 1:02:19 Benefits of David Sacks as AI & Crypto Czar 1:05:32 Why all new technology has bad actors 1:07:07 Why over-regulation holds back innovation 1:12:01 How to get on the front page of Hacker News 1:19:43 Multi modality, time recognition, and agentic vision 1:28:36 Image-to-image prompting 1:30:42 Growing up in Iowa 1:32:20 Making TI-84 calculator games in high school 1:36:32 Pioneer: hunger games for startups 1:40:16 Why Roboflow does weekly Ship Lists + Ship and Tell 1:42:46 Hiring former founders and "full stack people" 1:45:16 Designing a bottoms-up organization while scaling 1:50:35 Why candidates build with Roboflow in hiring process 1:55:08 Hiring someone to help with the podcast
1:57:42

Episode #73: Unlocking AGI With Visual AI Agents | Joseph Nelson, Roboflow Joseph Nelson is the Co-founder and CEO of Roboflow, making the world programmable by building computer vision tools for developers and enterprises. We talk about how computer vision creates a new paradigm to program the world, and how visual AI is the missing piece of AGI. Joseph also shares multiple live product examples, how computer vision unlocks new data sources, lessons from Stripe and Palantir, building business models in developer tools, his experience working with David Sacks, developer marketing tactics, and how Roboflow consistently gets to the front page of Hacker News. Timestamps: 3:34 Computer vision is the missing piece for AGI 5:59 Vision as a new paradigm to collect data 10:55 Live examples of computer vision 13:45 The Magic Sudoku solver that led to Roboflow 18:13 Using computer vision for automation 24:49 Computer vision in sports 27:02 How vision unlocks new data sources 28:24 Inside developer tool business models 33:32 The "Collison Install" and hands-on customer service 36:45 When to adopt Palantir's Forward Deployed Engineers 43:44 Why AI companies need to combine PLG and enterprise sales 50:12 Advice on developer marketing 52:30 Roboflow's greatest hits on Hacker News 1:02:19 Benefits of David Sacks as AI & Crypto Czar 1:05:32 Why all new technology has bad actors 1:07:07 Why over-regulation holds back innovation 1:12:01 How to get on the front page of Hacker News 1:19:43 Multi modality, time recognition, and agentic vision 1:28:36 Image-to-image prompting 1:30:42 Growing up in Iowa 1:32:20 Making TI-84 calculator games in high school 1:36:32 Pioneer: hunger games for startups 1:40:16 Why Roboflow does weekly Ship Lists + Ship and Tell 1:42:46 Hiring former founders and "full stack people" 1:45:16 Designing a bottoms-up organization while scaling 1:50:35 Why candidates build with Roboflow in hiring process 1:55:08 Hiring someone to help with the podcast

The Peel

29,915 görüntüleme • 1 yıl önce

I generated $7625 overnight using an automated Claude setup. I’ve documented the exact, step-by-step process behind this timezone arbitrage strategy. What you need👇 • Claude • A laptop Or Mobile • 24 hours to test it ( no cost ) How to access the guide👇 1. Comment “ Guide ” 2. Like & RT 3. Follow Zakir Hossain | AI & Tech (so I can send it via DM) The system runs continuously, scanning global news across Japanese, European, Australian, and Middle Eastern markets. It identifies pricing inefficiencies situations where outcomes are already reflected overseas, but U.S. markets have yet to adjust. After 9 days of running this setup, the results have been consistent and eye opening. Most traders focus on EST. Markets don’t. While one region sleeps, another resolves events in real time. That timing gap is the opportunity. Follow Zakir Hossain | AI & Tech to receive the full breakdown. ( First 1750 people will get it! Like, comment, and follow quickly )
0:37

I generated $7625 overnight using an automated Claude setup. I’ve documented the exact, step-by-step process behind this timezone arbitrage strategy. What you need👇 • Claude • A laptop Or Mobile • 24 hours to test it ( no cost ) How to access the guide👇 1. Comment “ Guide ” 2. Like & RT 3. Follow Zakir Hossain | AI & Tech (so I can send it via DM) The system runs continuously, scanning global news across Japanese, European, Australian, and Middle Eastern markets. It identifies pricing inefficiencies situations where outcomes are already reflected overseas, but U.S. markets have yet to adjust. After 9 days of running this setup, the results have been consistent and eye opening. Most traders focus on EST. Markets don’t. While one region sleeps, another resolves events in real time. That timing gap is the opportunity. Follow Zakir Hossain | AI & Tech to receive the full breakdown. ( First 1750 people will get it! Like, comment, and follow quickly )

Zakir Hossain | AI & Tech

70,987 görüntüleme • 24 gün önce

I generated $7625 overnight using an automated Claude setup. I’ve documented the exact, step-by-step process behind this timezone arbitrage strategy. What you need👇 • Claude • A laptop Or Mobile • 24 hours to test it ( no cost ) How to access the guide👇 1. Comment “ Guide ” 2. Like & RT 3. Follow Kaizen 黒 (so I can send it via DM) The system runs continuously, scanning global news across Japanese, European, Australian, and Middle Eastern markets. It identifies pricing inefficiencies situations where outcomes are already reflected overseas, but U.S. markets have yet to adjust. After 9 days of running this setup, the results have been consistent and eye opening. Most traders focus on EST. Markets don’t. While one region sleeps, another resolves events in real time. That timing gap is the opportunity. Follow Kaizen 黒 to receive the full breakdown. ( First 1750 people will get it! Like, comment, and follow quickly )
0:37

I generated $7625 overnight using an automated Claude setup. I’ve documented the exact, step-by-step process behind this timezone arbitrage strategy. What you need👇 • Claude • A laptop Or Mobile • 24 hours to test it ( no cost ) How to access the guide👇 1. Comment “ Guide ” 2. Like & RT 3. Follow Kaizen 黒 (so I can send it via DM) The system runs continuously, scanning global news across Japanese, European, Australian, and Middle Eastern markets. It identifies pricing inefficiencies situations where outcomes are already reflected overseas, but U.S. markets have yet to adjust. After 9 days of running this setup, the results have been consistent and eye opening. Most traders focus on EST. Markets don’t. While one region sleeps, another resolves events in real time. That timing gap is the opportunity. Follow Kaizen 黒 to receive the full breakdown. ( First 1750 people will get it! Like, comment, and follow quickly )

Kaizen 黒

33,466 görüntüleme • 20 gün önce

I made $7,625 overnight using an automated Claude setup. And the crazy part? I wasn’t sitting in front of charts all night. I documented the exact system I used to test this timezone arbitrage strategy. Here’s what you need 👇 • Claude • Laptop or mobile • 24 hours to test • $0 to get started The system runs continuously, scanning global news across: 🇯🇵 Japan 🇪🇺 Europe 🇦🇺 Australia 🌍 Middle East It looks for something most traders miss: Information moves globally — but markets don’t always react at the same speed. An event can happen in one region while the U.S. market is still asleep. By the time U.S. traders wake up, the information may already be reflected overseas. That timing gap is where the strategy looks for potential inefficiencies. I ran this setup for 9 days. The results were honestly eye-opening. Most traders think in EST. Markets don't. While one region sleeps, another is already trading, reacting, and pricing new information. I’ve now documented the exact setup step-by-step: → Claude prompts → Automation workflow → News sources → How the system scans markets → How potential opportunities are flagged → How to run the setup yourself Want the full guide? 👇 Do these 3 things: 1. Comment “GUIDE” 2. Like + RT 3. Follow Ai With Piyas I’ll send the guide via DM. First 1,750 people get access. Comment “GUIDE” before it’s gone. 👇
0:35

I made $7,625 overnight using an automated Claude setup. And the crazy part? I wasn’t sitting in front of charts all night. I documented the exact system I used to test this timezone arbitrage strategy. Here’s what you need 👇 • Claude • Laptop or mobile • 24 hours to test • $0 to get started The system runs continuously, scanning global news across: 🇯🇵 Japan 🇪🇺 Europe 🇦🇺 Australia 🌍 Middle East It looks for something most traders miss: Information moves globally — but markets don’t always react at the same speed. An event can happen in one region while the U.S. market is still asleep. By the time U.S. traders wake up, the information may already be reflected overseas. That timing gap is where the strategy looks for potential inefficiencies. I ran this setup for 9 days. The results were honestly eye-opening. Most traders think in EST. Markets don't. While one region sleeps, another is already trading, reacting, and pricing new information. I’ve now documented the exact setup step-by-step: → Claude prompts → Automation workflow → News sources → How the system scans markets → How potential opportunities are flagged → How to run the setup yourself Want the full guide? 👇 Do these 3 things: 1. Comment “GUIDE” 2. Like + RT 3. Follow Ai With Piyas I’ll send the guide via DM. First 1,750 people get access. Comment “GUIDE” before it’s gone. 👇

Ai With Piyas

23,399 görüntüleme • 14 gün önce

I generated $7625 overnight using an automated Claude setup. I’ve documented the exact, step-by-step process behind this timezone arbitrage strategy. What you need👇 • Claude • A Mobile • 24 hours to test it ( no cost ) How to access the guide👇 1. Comment “ SetUp ” 2. Like & RT 3. Follow Monica (so I can send it via DM) The system runs continuously, scanning global news across Japanese, European, Australian, and Middle Eastern markets. It identifies pricing inefficiencies situations where outcomes are already reflected overseas, but U.S. markets have yet to adjust. After 9 days of running this setup, the results have been consistent and eye opening. Most traders focus on EST. Markets don’t. While one region sleeps, another resolves events in real time. That timing gap is the opportunity. Follow Monica to receive the full breakdown. ( First 1500 people will get it! Like, comment, and follow quickly )
0:28

I generated $7625 overnight using an automated Claude setup. I’ve documented the exact, step-by-step process behind this timezone arbitrage strategy. What you need👇 • Claude • A Mobile • 24 hours to test it ( no cost ) How to access the guide👇 1. Comment “ SetUp ” 2. Like & RT 3. Follow Monica (so I can send it via DM) The system runs continuously, scanning global news across Japanese, European, Australian, and Middle Eastern markets. It identifies pricing inefficiencies situations where outcomes are already reflected overseas, but U.S. markets have yet to adjust. After 9 days of running this setup, the results have been consistent and eye opening. Most traders focus on EST. Markets don’t. While one region sleeps, another resolves events in real time. That timing gap is the opportunity. Follow Monica to receive the full breakdown. ( First 1500 people will get it! Like, comment, and follow quickly )

Monica

23,123 görüntüleme • 11 gün önce

I generated $7625 overnight using an automated Claude setup. I’ve documented the exact, step-by-step process behind this timezone arbitrage strategy. What you need👇 • Claude • A Mobile • 24 hours to test it ( no cost ) How to access the guide👇 1. Comment “ SetUp ” 2. Like & RT 3. Follow Regaltos AI (so I can send it via DM) The system runs continuously, scanning global news across Japanese, European, Australian, and Middle Eastern markets. It identifies pricing inefficiencies situations where outcomes are already reflected overseas, but U.S. markets have yet to adjust. After 9 days of running this setup, the results have been consistent and eye opening. Most traders focus on EST. Markets don’t. While one region sleeps, another resolves events in real time. That timing gap is the opportunity. Follow Regaltos AI to receive the full breakdown. ( First 1500 people will get it! Like, comment, and follow quickly )
0:30

I generated $7625 overnight using an automated Claude setup. I’ve documented the exact, step-by-step process behind this timezone arbitrage strategy. What you need👇 • Claude • A Mobile • 24 hours to test it ( no cost ) How to access the guide👇 1. Comment “ SetUp ” 2. Like & RT 3. Follow Regaltos AI (so I can send it via DM) The system runs continuously, scanning global news across Japanese, European, Australian, and Middle Eastern markets. It identifies pricing inefficiencies situations where outcomes are already reflected overseas, but U.S. markets have yet to adjust. After 9 days of running this setup, the results have been consistent and eye opening. Most traders focus on EST. Markets don’t. While one region sleeps, another resolves events in real time. That timing gap is the opportunity. Follow Regaltos AI to receive the full breakdown. ( First 1500 people will get it! Like, comment, and follow quickly )

Regaltos AI

14,423 görüntüleme • 12 gün önce

I generated $7625 overnight using an automated Claude setup. I’ve documented the exact, step-by-step process behind this timezone arbitrage strategy. What you need👇 • Claude • A laptop / Mobile • 24 hours to test it ( no cost ) How to access the guide👇 1. Comment “ SetUp ” 2. Like & RT 3. Follow Zakir Hossain | AI & Tech (so I can send it via DM) The system runs continuously, scanning global news across Japanese, European, Australian, and Middle Eastern markets. It identifies pricing inefficiencies situations where outcomes are already reflected overseas, but U.S. markets have yet to adjust. After 9 days of running this setup, the results have been consistent and eye opening. Most traders focus on EST. Markets don’t. While one region sleeps, another resolves events in real time. That timing gap is the opportunity. Follow Zakir Hossain | AI & Tech to receive the full breakdown.
0:25

I generated $7625 overnight using an automated Claude setup. I’ve documented the exact, step-by-step process behind this timezone arbitrage strategy. What you need👇 • Claude • A laptop / Mobile • 24 hours to test it ( no cost ) How to access the guide👇 1. Comment “ SetUp ” 2. Like & RT 3. Follow Zakir Hossain | AI & Tech (so I can send it via DM) The system runs continuously, scanning global news across Japanese, European, Australian, and Middle Eastern markets. It identifies pricing inefficiencies situations where outcomes are already reflected overseas, but U.S. markets have yet to adjust. After 9 days of running this setup, the results have been consistent and eye opening. Most traders focus on EST. Markets don’t. While one region sleeps, another resolves events in real time. That timing gap is the opportunity. Follow Zakir Hossain | AI & Tech to receive the full breakdown.

Zakir Hossain | AI & Tech

16,577 görüntüleme • 15 gün önce

I just cracked the code on turning AI slop into viral X copy that's generated 5M+ impressions in 30 days most people are feeding ChatGPT basic prompts and wondering why their posts get 12 likes meanwhile this system turns AI into a viral copywriting machine that thinks like a seasoned growth hacker here's what happened when I deployed it: went from 200 impressions per post to 50K+ consistently engagement rates jumped from 0.8% to 12%+ overnight followers exploded from stagnant growth to 500+ daily the difference isn't the AI model it's the psychological framework I reverse-engineered from analyzing 10,000+ viral posts this system doesn't just generate content it architects viral hooks using neuroscience triggers that make people physically unable to scroll past while everyone's using vanilla AI prompts smart operators are using this to systematically manufacture viral content the framework includes: - advanced prompt engineering that turns AI into a $200K copywriter - viral post database with 47+ tested engagement hacks I spent countless hours perfecting this after watching mediocre creators blow up with terrible content realized it wasn't about quality it was about understanding the viral mechanics hidden in plain sight comment "VIRAL" + repost + like (must follow so I can DM) and I'll send you the complete system this literally prints viral content on command
0:42

I just cracked the code on turning AI slop into viral X copy that's generated 5M+ impressions in 30 days most people are feeding ChatGPT basic prompts and wondering why their posts get 12 likes meanwhile this system turns AI into a viral copywriting machine that thinks like a seasoned growth hacker here's what happened when I deployed it: went from 200 impressions per post to 50K+ consistently engagement rates jumped from 0.8% to 12%+ overnight followers exploded from stagnant growth to 500+ daily the difference isn't the AI model it's the psychological framework I reverse-engineered from analyzing 10,000+ viral posts this system doesn't just generate content it architects viral hooks using neuroscience triggers that make people physically unable to scroll past while everyone's using vanilla AI prompts smart operators are using this to systematically manufacture viral content the framework includes: - advanced prompt engineering that turns AI into a $200K copywriter - viral post database with 47+ tested engagement hacks I spent countless hours perfecting this after watching mediocre creators blow up with terrible content realized it wasn't about quality it was about understanding the viral mechanics hidden in plain sight comment "VIRAL" + repost + like (must follow so I can DM) and I'll send you the complete system this literally prints viral content on command

4nzn

22,575 görüntüleme • 1 yıl önce

Big update today: We've meaningfully upgraded our AI capabilities inside Notion. You can now do much more complex things (computer + browser use!), let the AI run much longer (up to 24 hours!), and do all of this in a much more secure setup. We've also overhauled our pricing and packaging. Instead of having different products on different versions of our plans, all AI capabilities now run on credits. The vast majority of you will never have to think about credits because a) you'll have plenty to use each month, and b) the new auto-mode makes things an order of magnitude more efficient. Our most advanced users will now have the flexibility to choose the best intelligence-to-price option. This includes bringing your ChatGPT subscription, using your own tokens (via BYOK), leveraging MCP, or buying credits from us (only when the math makes sense!). The credit model is similar to what several other companies (Anthropic, OpenAI, Cursor) have adopted over the past year. We're adopting it today so we can keep bringing you the most advanced AI capabilities while giving you more control over what you use and what you spend. I shot a quick video to explain all of this, and I'll be on the Twitters all day answering your questions:
2:55

Big update today: We've meaningfully upgraded our AI capabilities inside Notion. You can now do much more complex things (computer + browser use!), let the AI run much longer (up to 24 hours!), and do all of this in a much more secure setup. We've also overhauled our pricing and packaging. Instead of having different products on different versions of our plans, all AI capabilities now run on credits. The vast majority of you will never have to think about credits because a) you'll have plenty to use each month, and b) the new auto-mode makes things an order of magnitude more efficient. Our most advanced users will now have the flexibility to choose the best intelligence-to-price option. This includes bringing your ChatGPT subscription, using your own tokens (via BYOK), leveraging MCP, or buying credits from us (only when the math makes sense!). The credit model is similar to what several other companies (Anthropic, OpenAI, Cursor) have adopted over the past year. We're adopting it today so we can keep bringing you the most advanced AI capabilities while giving you more control over what you use and what you spend. I shot a quick video to explain all of this, and I'll be on the Twitters all day answering your questions:

Akshay Kothari

119,300 görüntüleme • 1 gün önce

I generated $43,800 overnight using an automated OpenClaw setup. At 3:47 AM, my system triggered a confirmation alert. I approved it half-asleep—by morning, the position had closed with a +$43,800 gain. I’ve documented the exact, step-by-step process behind this timezone arbitrage strategy. What you need: • Claude • A laptop • 24 hours to test it (no cost) The system runs continuously, scanning global news across Japanese, European, Australian, and Middle Eastern markets. It identifies pricing inefficiencies—situations where outcomes are already reflected overseas, but U.S. markets have yet to adjust. After 9 days of running this setup, the results have been consistent—and eye-opening. Most traders focus on EST. Markets don’t. While one region sleeps, another resolves events in real time. That timing gap is the opportunity. How to access the guide: 1. Comment " 𝐂𝐥𝐚𝐰 " 2. Like & repost 3. Follow Kaizen 黒 (so I can send it via DM)
0:29

I generated $43,800 overnight using an automated OpenClaw setup. At 3:47 AM, my system triggered a confirmation alert. I approved it half-asleep—by morning, the position had closed with a +$43,800 gain. I’ve documented the exact, step-by-step process behind this timezone arbitrage strategy. What you need: • Claude • A laptop • 24 hours to test it (no cost) The system runs continuously, scanning global news across Japanese, European, Australian, and Middle Eastern markets. It identifies pricing inefficiencies—situations where outcomes are already reflected overseas, but U.S. markets have yet to adjust. After 9 days of running this setup, the results have been consistent—and eye-opening. Most traders focus on EST. Markets don’t. While one region sleeps, another resolves events in real time. That timing gap is the opportunity. How to access the guide: 1. Comment " 𝐂𝐥𝐚𝐰 " 2. Like & repost 3. Follow Kaizen 黒 (so I can send it via DM)

Kaizen 黒

34,281 görüntüleme • 1 ay önce

New Mobile Electronic Warfare (EW) & Radar Systems of Russian Ministry of Defense (MoD) BATTLE TESTED & WORLD STEALTH SUPERIORITY in all CLASSES ! By 𝐃𝐚𝐯𝐢𝐝 𝐙 🇷🇺 🇷🇸🇮🇪 Thread 1 / 5 Russian MoD has been aggressively modernizing its electronic warfare & radar capabilities, particularly in response to lessons from the ongoing conflict in Ukraine. These systems emphasize mobility, integration with air defense networks, & countermeasures against drones, precision-guided munitions, & enemy command-control (C2) structures. Many are designed for rapid deployment in tactical environments, often mounted on vehicles, aircraft, or even backpack-portable for infantry use. Below, I'll break down key new or upgraded systems with specifics on their features, operational roles & adaptations. Key Electronic Warfare Systems Krasukha Series (Krasukha-4 / Krasukha-2): These are multifunctional mobile jamming platforms mounted on truck chassis like the BAZ-6910, making them highly deployable across rough terrain. The Krasukha-4 can jam airborne radars, including those on AWACS aircraft, drones & satellites, at ranges up to 300 km. It uses digital radio frequency memory (DRFM) technology to create false targets & spoof enemy sensors, disrupting reconnaissance and fire-control systems. In recent operations, it's been used to create "electronic shields" over bases & troop concentrations, suppressing enemy ISR (intelligence, surveillance & reconnaissance) assets. Upgrades in 2024-2025 include better integration with AI for adaptive frequency hopping, allowing it to counter advanced jamming-resistant signals from Western systems. Skovorodka (Frying Pan) System: Introduced in late 2024, this is a compact, backpack-portable EW device developed by AO "AEC" for frontline infantry. Weighing under 10 kg, it operates on dual frequencies to jam enemy reconnaissance drones (e.g., DJI models) & artillery targeting systems within a 5-10 km radius. It disrupts the "reconnaissance-fire chain" by blocking data links & GPS signals, reducing drone effectiveness by up to 70% in tested scenarios. It's integrated into broader air defense networks like the S-400 & S-500, providing ground-level offensive EW to blind hostile radars while protecting Russian assets. Its low cost (~ $5,000 per unit) allows mass deployment, with production ramped up to equip motorized rifle battalions. Leer-3 (RB-341V): A mobile EW complex integrated with Orlan-10 UAVs for remote operation. Mounted on MT-LB armored vehicles, it jams GSM, satellite communications & GPS signals within a 6 km radius, often scattering jammers via drones for area denial. Recent enhancements include PSYOPS capabilities, such as sending fake SMS to enemy troops for disinformation. In 2025 deployments, it's been paired with anti-drone interceptors to create layered defenses against UAV swarms, with ranges extended to 10-15 km through improved antennas. Borisoglebsk-2 (RB-301B): This automated jamming system is chassis-mounted on MT-LBu vehicles for high mobility. It detects, analyzes & suppresses HF/VHF/UHF communications & radar signals up to 30-50 km away. Specifics include direction-finding accuracy within 1-2 degrees & the ability to handle up to 100 simultaneous targets. 2025 updates incorporate AI-driven algorithms for real-time spectrum analysis, making it more effective against frequency-agile Western radios. Rychag-AV: A versatile EW module installable on helicopters (e.g., Mi-8), ships, or ground vehicles. It jams sensors and radars at hundreds of kilometers using DRFM to mimic echoes and create phantom threats. Recent mobile variants on KamAZ trucks allow rapid repositioning, with power outputs up to 10 kW for sustained jamming. Zhitel (R-330Zh): Mobile on Ural trucks, it jams communications, GPS, and air targets up to 200 km. It's often used in tandem with radar systems to disrupt drone data links, with 2025 models featuring modular antennas for quick setup in 15-20 minutes. PART 1 >>>
26:22

New Mobile Electronic Warfare (EW) & Radar Systems of Russian Ministry of Defense (MoD) BATTLE TESTED & WORLD STEALTH SUPERIORITY in all CLASSES ! By 𝐃𝐚𝐯𝐢𝐝 𝐙 🇷🇺 🇷🇸🇮🇪 Thread 1 / 5 Russian MoD has been aggressively modernizing its electronic warfare & radar capabilities, particularly in response to lessons from the ongoing conflict in Ukraine. These systems emphasize mobility, integration with air defense networks, & countermeasures against drones, precision-guided munitions, & enemy command-control (C2) structures. Many are designed for rapid deployment in tactical environments, often mounted on vehicles, aircraft, or even backpack-portable for infantry use. Below, I'll break down key new or upgraded systems with specifics on their features, operational roles & adaptations. Key Electronic Warfare Systems Krasukha Series (Krasukha-4 / Krasukha-2): These are multifunctional mobile jamming platforms mounted on truck chassis like the BAZ-6910, making them highly deployable across rough terrain. The Krasukha-4 can jam airborne radars, including those on AWACS aircraft, drones & satellites, at ranges up to 300 km. It uses digital radio frequency memory (DRFM) technology to create false targets & spoof enemy sensors, disrupting reconnaissance and fire-control systems. In recent operations, it's been used to create "electronic shields" over bases & troop concentrations, suppressing enemy ISR (intelligence, surveillance & reconnaissance) assets. Upgrades in 2024-2025 include better integration with AI for adaptive frequency hopping, allowing it to counter advanced jamming-resistant signals from Western systems. Skovorodka (Frying Pan) System: Introduced in late 2024, this is a compact, backpack-portable EW device developed by AO "AEC" for frontline infantry. Weighing under 10 kg, it operates on dual frequencies to jam enemy reconnaissance drones (e.g., DJI models) & artillery targeting systems within a 5-10 km radius. It disrupts the "reconnaissance-fire chain" by blocking data links & GPS signals, reducing drone effectiveness by up to 70% in tested scenarios. It's integrated into broader air defense networks like the S-400 & S-500, providing ground-level offensive EW to blind hostile radars while protecting Russian assets. Its low cost (~ $5,000 per unit) allows mass deployment, with production ramped up to equip motorized rifle battalions. Leer-3 (RB-341V): A mobile EW complex integrated with Orlan-10 UAVs for remote operation. Mounted on MT-LB armored vehicles, it jams GSM, satellite communications & GPS signals within a 6 km radius, often scattering jammers via drones for area denial. Recent enhancements include PSYOPS capabilities, such as sending fake SMS to enemy troops for disinformation. In 2025 deployments, it's been paired with anti-drone interceptors to create layered defenses against UAV swarms, with ranges extended to 10-15 km through improved antennas. Borisoglebsk-2 (RB-301B): This automated jamming system is chassis-mounted on MT-LBu vehicles for high mobility. It detects, analyzes & suppresses HF/VHF/UHF communications & radar signals up to 30-50 km away. Specifics include direction-finding accuracy within 1-2 degrees & the ability to handle up to 100 simultaneous targets. 2025 updates incorporate AI-driven algorithms for real-time spectrum analysis, making it more effective against frequency-agile Western radios. Rychag-AV: A versatile EW module installable on helicopters (e.g., Mi-8), ships, or ground vehicles. It jams sensors and radars at hundreds of kilometers using DRFM to mimic echoes and create phantom threats. Recent mobile variants on KamAZ trucks allow rapid repositioning, with power outputs up to 10 kW for sustained jamming. Zhitel (R-330Zh): Mobile on Ural trucks, it jams communications, GPS, and air targets up to 200 km. It's often used in tandem with radar systems to disrupt drone data links, with 2025 models featuring modular antennas for quick setup in 15-20 minutes. PART 1 >>>

𝐃𝐚𝐯𝐢𝐝 𝐙 🇷🇺 🇷🇸🇮🇪

18,801 görüntüleme • 10 ay önce

A Chinese developer created an agent system in Claude Code to sell landing pages to small businesses and, working completely solo, serves about 47 clients a month charging around $400 for each one. He built 7 agents on Claude Sonnet 4.6 capable of analyzing Google Maps in small cities, detecting businesses without websites or with totally outdated pages, and taking each opportunity all the way to a finished mockup, a promotional video, and a ready-to-send prospecting message. No assistants. No sales team. No SDRs. Just him, a MacBook, an iPhone, and an API key. While traditional agencies keep full teams to handle the same workflow, his only real costs are tokens and subscriptions to Lovable, Higgsfield, and Calendly. The 7 agents work coordinated by an orchestrator in Claude Code Router. The system consumes about 3 million tokens daily and the average API spend is just around $480 a month. They all work via MCP servers and share state using the file system, avoiding concurrency and shared memory issues. Even one of the agents lives directly on his iPhone and responds to leads while he's on the subway, in a taxi, or walking. This was the main prompt he set up: “You are the orchestrator of a solo agency that sells ready-made websites to local businesses…” The key is that the system perfectly understands what it is, what its limits are, and what goals it must achieve. It knows it has to find leads automatically. It knows it has to convert each opportunity into a landing page, a video, and a sales message without human intervention. And it knows exactly when to involve the owner. The system runs 24/7: Scout analyzes about 220 businesses daily and queues up 30 new leads. Diagnoser generates diagnostics and personalized messages for each lead. Builder creates between 3 and 5 complete landing pages for the best prospects. Filmer produces a 10-second vertical video for each proposal. Pitcher sends about 30 messages daily across 4 different channels with a response rate close to 14%. Checker automatically reviews all messages before sending them. Only when a deal exceeds $3,000 or the response rate drops below 12% does the system wake the owner. And if at that moment he's on the subway or in a taxi, the Mobile agent automatically responds to the interested lead, schedules a call in Calendly, and returns the lead to the queue. The owner just has to hit “approve” and jump into the meeting. Some real system logs: “218 businesses analyzed in Austin, Denver, and Miami. 34 without websites, 19 with 2014-era sites, and 6 with reviews requesting a redesign.” “30 messages sent. 14 responses. 5 positive. 3 Zooms scheduled.” “Landing page created for a dental clinic. Responsive. 5 sections. Video rendering.” “$3,400 agreement exceeds approved limit. Sending for manual review.” And the craziest part is that he has no dedicated servers or backend. Just a local sandbox, an MCP router, a Claude API key, and that same key connected to his iPhone. Of everything I've seen this year, it's probably the cleanest and most efficient example of a one-person automated agency: $480 a month on APIs. $18,800 in revenue. 7 prompts. A file system. And a phone in his pocket. Save this before it's too late.
2:02

A Chinese developer created an agent system in Claude Code to sell landing pages to small businesses and, working completely solo, serves about 47 clients a month charging around $400 for each one. He built 7 agents on Claude Sonnet 4.6 capable of analyzing Google Maps in small cities, detecting businesses without websites or with totally outdated pages, and taking each opportunity all the way to a finished mockup, a promotional video, and a ready-to-send prospecting message. No assistants. No sales team. No SDRs. Just him, a MacBook, an iPhone, and an API key. While traditional agencies keep full teams to handle the same workflow, his only real costs are tokens and subscriptions to Lovable, Higgsfield, and Calendly. The 7 agents work coordinated by an orchestrator in Claude Code Router. The system consumes about 3 million tokens daily and the average API spend is just around $480 a month. They all work via MCP servers and share state using the file system, avoiding concurrency and shared memory issues. Even one of the agents lives directly on his iPhone and responds to leads while he's on the subway, in a taxi, or walking. This was the main prompt he set up: “You are the orchestrator of a solo agency that sells ready-made websites to local businesses…” The key is that the system perfectly understands what it is, what its limits are, and what goals it must achieve. It knows it has to find leads automatically. It knows it has to convert each opportunity into a landing page, a video, and a sales message without human intervention. And it knows exactly when to involve the owner. The system runs 24/7: Scout analyzes about 220 businesses daily and queues up 30 new leads. Diagnoser generates diagnostics and personalized messages for each lead. Builder creates between 3 and 5 complete landing pages for the best prospects. Filmer produces a 10-second vertical video for each proposal. Pitcher sends about 30 messages daily across 4 different channels with a response rate close to 14%. Checker automatically reviews all messages before sending them. Only when a deal exceeds $3,000 or the response rate drops below 12% does the system wake the owner. And if at that moment he's on the subway or in a taxi, the Mobile agent automatically responds to the interested lead, schedules a call in Calendly, and returns the lead to the queue. The owner just has to hit “approve” and jump into the meeting. Some real system logs: “218 businesses analyzed in Austin, Denver, and Miami. 34 without websites, 19 with 2014-era sites, and 6 with reviews requesting a redesign.” “30 messages sent. 14 responses. 5 positive. 3 Zooms scheduled.” “Landing page created for a dental clinic. Responsive. 5 sections. Video rendering.” “$3,400 agreement exceeds approved limit. Sending for manual review.” And the craziest part is that he has no dedicated servers or backend. Just a local sandbox, an MCP router, a Claude API key, and that same key connected to his iPhone. Of everything I've seen this year, it's probably the cleanest and most efficient example of a one-person automated agency: $480 a month on APIs. $18,800 in revenue. 7 prompts. A file system. And a phone in his pocket. Save this before it's too late.

Marre

24,953 görüntüleme • 3 ay önce

Steal my Gemini 3.0 prompt to generate any website based on your custom requirements. ------------------------ ELITE WEB DESIGNER ------------------------ Adopt the role of a former Silicon Valley design prodigy who burned out creating soulless SaaS dashboards, disappeared to study motion graphics and shader programming in Tokyo's underground creative scene, and emerged with an obsessive understanding of how visual maximalism serves business credibility when executed with surgical precision. You're a conversion strategist who spent years A/B testing landing pages for unicorn startups, a design fundamentalist who refuses to sacrifice usability for aesthetics, and a master meta-prompter who optimizes for clarity over verbosity. You know modern image generation AI needs specific structural formatting—contemporary design frameworks (Tailwind CSS, Shadcn UI, glassmorphism, liquid glass, morphism), backgrounds with depth (animated gradients, shaders, mascots), and step-by-step execution instructions—to produce 2025-quality interfaces instead of outdated designs. Your mission: Transform user vision into fully-coded, visually striking websites that balance aesthetic impact with conversion effectiveness. Extract requirements, architect strategic 5-6 section homepages, generate visual previews showing all sections with interactive elements visible, iterate until perfect, then build complete homepage before making navigation and additional pages functional—all adapted to specific context, not rigid templates. ##PHASE 1: Vision Capture What we're doing: Understanding your aesthetic, business context, and strategic goals efficiently. Provide your vision via: 1. Screenshot of design inspiration 2. Written description (business type, aesthetic, features) 3. Both Share: **Aesthetic**: Style preference? (maximalist, minimalist, brutalist, glassmorphic, liquid glass, morphism, retro, futuristic, geometric, editorial, etc.) **Elements**: Specific visuals wanted? (shaders, 3D effects, colors, animations, mascots, backgrounds) **Avoid**: What to exclude? (purple overload, illegible text, hidden CTAs, outdated UI, flat backgrounds, etc.) **Business**: What you do, target audience, website goal, differentiator? Type "ready" when shared. ##PHASE 2: Strategic Homepage Architecture What we're doing: Translating your vision into 5-6 section homepage structure following conversion principles and modern design fundamentals. I'll architect sections specifically for YOUR business, not templates: **Strategic Framework** (contextualized to your model): Core sections adapt based on business type: - Hero with value prop + primary CTA - Trust/credibility section (social proof, stats, logos) - Value delivery (features, benefits, process, how-it-works) - Conversion focal point (pricing, offers, lead capture, demo) - Engagement closer (FAQ, secondary CTA, community) Sections customize to context—SaaS gets problem-solution-pricing flow, agencies get case studies-process-testimonials, e-commerce gets benefits-proof-offers, portfolios get philosophy-work-results. **Strategic Plan Includes**: - 5-6 contextualized sections with rationale - Content direction based on audience psychology - Visual treatment matching your aesthetic with fundamentals enforced - Modern framework approach (Tailwind/Shadcn/Glassmorphism) - Background depth strategy (animated gradients, shaders, visuals) - Color strategy avoiding generic choices unless brand-appropriate - Typography prioritizing legibility - CTA strategy for conversion optimization **Your options**: - "continue" to proceed to design system and mockup - Request adjustments - Ask questions ##PHASE 3: Design System & Mockup Preparation What we're doing: Establishing visual foundation using contemporary frameworks, then crafting optimized prompt to generate mockup showing ALL 5-6 sections at once with visible interactive elements. I'll define: **Contextualized Style Direction**: Keywords and frameworks fitting YOUR brand specifically **Design Framework Strategy**: Styling approach, component philosophy, layout pattern—all adapted to your aesthetic **Background Depth Treatment**: How background creates depth without distraction, animation philosophy, visual elements supporting content **Visual System**: Color palette with strategic rationale, typography with reasoning, component styling philosophy, spacing strategy, CTA differentiation, modern UI patterns adapted to your aesthetic **Optimized Prompt Structure** (meta-prompted): Two versions: **Human-Readable**: Descriptive overview for review **JSON Optimized**: Structured for image generation using meta-prompt principles: - Required anchors: "Website screenshot", "Professional website design mockup", "Award-winning UI design", "Modern web interface 2025" - Aesthetic philosophy over exhaustive lists - "Execute this step-by-step" instruction - Modern framework references (Tailwind, Shadcn, Glassmorphism) - Background depth details (animated gradients, shaders, visuals) - All 5-6 sections in flowing narrative - Interactive element visibility emphasis (CTAs, buttons, animations) to convey design principles - Strategic constraints (legibility, prominence, hierarchy, depth) - Optimized length balancing detail with conciseness Type "continue" to see prompt. ##PHASE 4: Complete Homepage Mockup Prompt What we're doing: Presenting optimized prompts for full-page mockup showing ALL 5-6 sections with interactive design elements visible. **HUMAN-READABLE VERSION**: Narrative description of your complete homepage: - Opening with quality anchors - Core aesthetic philosophy adapted to your context - Background treatment creating depth - Navigation approach - All 5-6 sections described contextually - Color palette with reasoning - Typography philosophy - Component styling approach - Modern framework references - Interactive element visibility strategy - Critical constraints - Avoidance list based on preferences **JSON VERSION** (optimized for generation): ```json { "prompt": "Website screenshot of [your business]. Professional website design mockup. Award-winning UI design. Modern web interface 2025. Execute this step-by-step. [Aesthetic philosophy] with [framework] approach. Background: [depth treatment with animations/gradients/effects]. Full homepage vertical scroll showing 5-6 sections: Navigation [treatment]. Hero [value prop, CTA, visuals]. [Section 2 with layout philosophy]. [Section 3 with component approach]. [Section 4 with interaction style]. [Section 5 with conversion focus]. [Section 6 if applicable]. Color strategy: [palette with reasoning]. Typography: [philosophy and hierarchy]. Components: [styling approach with visible affordances]. Framework: Tailwind patterns, Shadcn style, [specific effects]. Interactive elements show: prominent CTAs, hover implications, animation hints, button affordances. Critical: legible text, prominent CTAs, background depth, clear hierarchy, contemporary 2025 design, professional quality. Avoid: [specific issues].", "aspect_ratio": "9:16" } ``` Meta-optimized: principles over lists, step-by-step execution, framework context, interactive visibility. **Review both. JSON executes.** **To generate complete homepage mockup, type "generate"** **Important note**: When you type "generate", I'll execute the image generation tool. The image will appear, but the process will seem to pause. This is normal—the tool can only return the image without commentary. Simply type "continue" after you receive the image to proceed with the next phase. **To adjust the prompt before generating, tell me what to change** Won't execute until you command. ##PHASE 5: Complete Homepage Mockup Generation What we're doing: Executing image generation with optimized JSON showing ALL 5-6 sections vertically. ONLY activates when you type "generate", "create mockup", "make image", or similar. Once commanded, I execute using ONLY JSON prompt—no modifications. You receive full-page vertical mockup showing: - All 5-6 sections in scrollable view - Interactive design elements (CTAs, buttons, animations) visible - Background depth and modern framework styling - Complete design system applied **After the image appears, type "continue" to proceed.** The image generation tool only returns the visual—you'll need to type "continue" to move forward with reviewing and next steps. ##PHASE 6: Mockup Review & Refinement Decision What we're doing: Reviewing the generated mockup and deciding next steps. This phase activates after you type "continue" following image generation. **Your options after viewing the mockup**: - "Approved" or "build" - proceed to building complete homepage code - Request specific changes - I'll update the prompt and regenerate - Ask questions or request adjustments **If you request changes**: I'll present updated prompts (readable + JSON) showing modifications, then ask you to type "generate" again for the revised mockup. Each refinement iteration: 1. You describe desired changes 2. I present updated prompts 3. You type "generate" 4. Image appears 5. You type "continue" to proceed 6. We review and decide next steps 7. Repeat until perfect Common refinements: section emphasis, background depth, colors, typography, CTA prominence, interactive visibility, framework styling, aesthetic tuning. Once you're satisfied with the mockup, type "approved" or "build" to proceed to code generation. ##PHASE 7: Complete Homepage Code Generation What we're doing: Building entire 5-6 section homepage as production-ready code matching approved mockup exactly. **Complete Single-File HTML Delivery**: - All 5-6 sections coded and integrated - Fully responsive across devices - Modern CSS implementation (Tailwind-style or modern CSS) - Animated background matching mockup (CSS gradients, WebGL, SVG) - All interactive elements functional (buttons, CTAs, forms, animations) - Navigation implemented per design - Component styling matching aesthetic (glassmorphism, shadows, borders) - Typography system with hierarchy and legibility - Color system from specification - Micro-interactions and hover states - Scroll animations where appropriate - Performance-optimized **Technical Quality**: Semantic HTML, modern CSS (custom properties, grid, flexbox, backdrop-filter, transforms, animations), vanilla JavaScript, accessibility considerations, mobile-first responsive, smooth scrolling, optimized assets, cross-browser compatible. **Code Structure**: Clean commented HTML, inline CSS organized in style block, inline JavaScript, ready to copy/paste and deploy, fully functional standalone. **Strategic Content**: Intelligent placeholders based on your business model, conversion psychology, target audience, professional tone—easily replaceable. **Design Fundamentals Verified**: All sections with hierarchy, prominent functional CTAs, readable text with contrast, clear interactive signals, background depth, adequate whitespace, responsive, contemporary 2025 quality. Automatically presents next phase after delivery. ##PHASE 8: Navigation & Pages Planning What we're doing: Making all navigation functional and planning additional pages. **Navigation Audit**: [List nav items from homepage] **Options for each item**: Create dedicated page, expand section to full page, smooth scroll to section, custom approach. **For clickable elements**: Decide what happens—link to new page, scroll to section, open modal, trigger action, external link. **What to make functional first? Choose**: 1. Complete navigation by building all pages 2. Primary conversion path (CTA → specific page) 3. Specific pages you prioritize 4. Internal links with smooth scrolling 5. Custom approach **Or** "auto-complete" for intelligent decisions based on your model. ##PHASE 9-X: Progressive Development What we're doing: Building each page or making elements functional, maintaining design consistency. **Each Page Delivery**: Complete HTML matching homepage design system, same framework styling, same background treatment, same typography/colors, appropriate sections, full responsiveness, functional interactions, integrated navigation. **Each Functionality Addition**: Smooth scroll, modals, form validation, interactive components, animation triggers, other elements. **After Each Delivery**: Current Progress: [What's complete] **What next? Choose**: [4-6 options for next page/functionality] **Or** "auto-complete" for intelligent completion. Continues until site fully functional. ##PHASE FINAL: Complete Integration & Polish What we're doing: Final integration ensuring everything links, works, and maintains consistency. **Complete Package**: Homepage HTML (all sections), all additional pages, complete styling/functionality per file, working navigation across pages, functional CTAs/buttons, validated forms, consistent design system. **Deliverables**: All HTML files deployment-ready, quick deployment guide, customization documentation, design system reference. **Quality Verified**: Complete homepage, functional navigation, working CTAs, consistent pages, responsive, optimized, modern framework styling, functional interactions, professional 2025 quality. --- **CRITICAL RULES**: **Image Generation**: - Present: Human-Readable + Optimized JSON - JSON meta-principles: distilled concepts, "Execute step-by-step", framework context - JSON opens: "Website screenshot" + "Professional website design mockup. Award-winning UI design. Modern web interface 2025." - JSON shows: ALL 5-6 sections vertically in one mockup - JSON emphasizes: interactive element visibility (CTAs, buttons, animations) - JSON includes: modern frameworks (Tailwind, Shadcn, Glassmorphism), background depth (gradients, shaders, mascots—NEVER flat) - User "generate" → Send ONLY JSON → No modifications - Aspect ratio: 9:16 (vertical to show all sections) - After image appears → User MUST type "continue" to proceed (tool only returns image without commentary) **Homepage Development**: - Generate mockup with ALL 5-6 sections at once - After approval, build COMPLETE homepage code (all sections functional) - Deliver entire homepage as single working file - Then make navigation/additional pages functional - Flow: complete homepage → functional navigation → additional pages **Content Adaptation**: - NO hardcoded templates - Adapt ALL to user's specific business context - Strategic frameworks based on actual audience - Section selection/styling contextualized to goals - Design choices match aesthetic preference - Professional placeholders easily customizable **Standards**: Contemporary frameworks, background depth, interactive element visibility, modern CSS/frameworks, 2025 quality throughout. **Control**: User commands each phase explicitly. "generate" for mockup (then "continue" after image), "approved"/"build" for code, choose-your-adventure for pages, adjust anytime. Begin Phase 1 when ready.
0:35

Steal my Gemini 3.0 prompt to generate any website based on your custom requirements. ------------------------ ELITE WEB DESIGNER ------------------------ Adopt the role of a former Silicon Valley design prodigy who burned out creating soulless SaaS dashboards, disappeared to study motion graphics and shader programming in Tokyo's underground creative scene, and emerged with an obsessive understanding of how visual maximalism serves business credibility when executed with surgical precision. You're a conversion strategist who spent years A/B testing landing pages for unicorn startups, a design fundamentalist who refuses to sacrifice usability for aesthetics, and a master meta-prompter who optimizes for clarity over verbosity. You know modern image generation AI needs specific structural formatting—contemporary design frameworks (Tailwind CSS, Shadcn UI, glassmorphism, liquid glass, morphism), backgrounds with depth (animated gradients, shaders, mascots), and step-by-step execution instructions—to produce 2025-quality interfaces instead of outdated designs. Your mission: Transform user vision into fully-coded, visually striking websites that balance aesthetic impact with conversion effectiveness. Extract requirements, architect strategic 5-6 section homepages, generate visual previews showing all sections with interactive elements visible, iterate until perfect, then build complete homepage before making navigation and additional pages functional—all adapted to specific context, not rigid templates. ##PHASE 1: Vision Capture What we're doing: Understanding your aesthetic, business context, and strategic goals efficiently. Provide your vision via: 1. Screenshot of design inspiration 2. Written description (business type, aesthetic, features) 3. Both Share: **Aesthetic**: Style preference? (maximalist, minimalist, brutalist, glassmorphic, liquid glass, morphism, retro, futuristic, geometric, editorial, etc.) **Elements**: Specific visuals wanted? (shaders, 3D effects, colors, animations, mascots, backgrounds) **Avoid**: What to exclude? (purple overload, illegible text, hidden CTAs, outdated UI, flat backgrounds, etc.) **Business**: What you do, target audience, website goal, differentiator? Type "ready" when shared. ##PHASE 2: Strategic Homepage Architecture What we're doing: Translating your vision into 5-6 section homepage structure following conversion principles and modern design fundamentals. I'll architect sections specifically for YOUR business, not templates: **Strategic Framework** (contextualized to your model): Core sections adapt based on business type: - Hero with value prop + primary CTA - Trust/credibility section (social proof, stats, logos) - Value delivery (features, benefits, process, how-it-works) - Conversion focal point (pricing, offers, lead capture, demo) - Engagement closer (FAQ, secondary CTA, community) Sections customize to context—SaaS gets problem-solution-pricing flow, agencies get case studies-process-testimonials, e-commerce gets benefits-proof-offers, portfolios get philosophy-work-results. **Strategic Plan Includes**: - 5-6 contextualized sections with rationale - Content direction based on audience psychology - Visual treatment matching your aesthetic with fundamentals enforced - Modern framework approach (Tailwind/Shadcn/Glassmorphism) - Background depth strategy (animated gradients, shaders, visuals) - Color strategy avoiding generic choices unless brand-appropriate - Typography prioritizing legibility - CTA strategy for conversion optimization **Your options**: - "continue" to proceed to design system and mockup - Request adjustments - Ask questions ##PHASE 3: Design System & Mockup Preparation What we're doing: Establishing visual foundation using contemporary frameworks, then crafting optimized prompt to generate mockup showing ALL 5-6 sections at once with visible interactive elements. I'll define: **Contextualized Style Direction**: Keywords and frameworks fitting YOUR brand specifically **Design Framework Strategy**: Styling approach, component philosophy, layout pattern—all adapted to your aesthetic **Background Depth Treatment**: How background creates depth without distraction, animation philosophy, visual elements supporting content **Visual System**: Color palette with strategic rationale, typography with reasoning, component styling philosophy, spacing strategy, CTA differentiation, modern UI patterns adapted to your aesthetic **Optimized Prompt Structure** (meta-prompted): Two versions: **Human-Readable**: Descriptive overview for review **JSON Optimized**: Structured for image generation using meta-prompt principles: - Required anchors: "Website screenshot", "Professional website design mockup", "Award-winning UI design", "Modern web interface 2025" - Aesthetic philosophy over exhaustive lists - "Execute this step-by-step" instruction - Modern framework references (Tailwind, Shadcn, Glassmorphism) - Background depth details (animated gradients, shaders, visuals) - All 5-6 sections in flowing narrative - Interactive element visibility emphasis (CTAs, buttons, animations) to convey design principles - Strategic constraints (legibility, prominence, hierarchy, depth) - Optimized length balancing detail with conciseness Type "continue" to see prompt. ##PHASE 4: Complete Homepage Mockup Prompt What we're doing: Presenting optimized prompts for full-page mockup showing ALL 5-6 sections with interactive design elements visible. **HUMAN-READABLE VERSION**: Narrative description of your complete homepage: - Opening with quality anchors - Core aesthetic philosophy adapted to your context - Background treatment creating depth - Navigation approach - All 5-6 sections described contextually - Color palette with reasoning - Typography philosophy - Component styling approach - Modern framework references - Interactive element visibility strategy - Critical constraints - Avoidance list based on preferences **JSON VERSION** (optimized for generation): ```json { "prompt": "Website screenshot of [your business]. Professional website design mockup. Award-winning UI design. Modern web interface 2025. Execute this step-by-step. [Aesthetic philosophy] with [framework] approach. Background: [depth treatment with animations/gradients/effects]. Full homepage vertical scroll showing 5-6 sections: Navigation [treatment]. Hero [value prop, CTA, visuals]. [Section 2 with layout philosophy]. [Section 3 with component approach]. [Section 4 with interaction style]. [Section 5 with conversion focus]. [Section 6 if applicable]. Color strategy: [palette with reasoning]. Typography: [philosophy and hierarchy]. Components: [styling approach with visible affordances]. Framework: Tailwind patterns, Shadcn style, [specific effects]. Interactive elements show: prominent CTAs, hover implications, animation hints, button affordances. Critical: legible text, prominent CTAs, background depth, clear hierarchy, contemporary 2025 design, professional quality. Avoid: [specific issues].", "aspect_ratio": "9:16" } ``` Meta-optimized: principles over lists, step-by-step execution, framework context, interactive visibility. **Review both. JSON executes.** **To generate complete homepage mockup, type "generate"** **Important note**: When you type "generate", I'll execute the image generation tool. The image will appear, but the process will seem to pause. This is normal—the tool can only return the image without commentary. Simply type "continue" after you receive the image to proceed with the next phase. **To adjust the prompt before generating, tell me what to change** Won't execute until you command. ##PHASE 5: Complete Homepage Mockup Generation What we're doing: Executing image generation with optimized JSON showing ALL 5-6 sections vertically. ONLY activates when you type "generate", "create mockup", "make image", or similar. Once commanded, I execute using ONLY JSON prompt—no modifications. You receive full-page vertical mockup showing: - All 5-6 sections in scrollable view - Interactive design elements (CTAs, buttons, animations) visible - Background depth and modern framework styling - Complete design system applied **After the image appears, type "continue" to proceed.** The image generation tool only returns the visual—you'll need to type "continue" to move forward with reviewing and next steps. ##PHASE 6: Mockup Review & Refinement Decision What we're doing: Reviewing the generated mockup and deciding next steps. This phase activates after you type "continue" following image generation. **Your options after viewing the mockup**: - "Approved" or "build" - proceed to building complete homepage code - Request specific changes - I'll update the prompt and regenerate - Ask questions or request adjustments **If you request changes**: I'll present updated prompts (readable + JSON) showing modifications, then ask you to type "generate" again for the revised mockup. Each refinement iteration: 1. You describe desired changes 2. I present updated prompts 3. You type "generate" 4. Image appears 5. You type "continue" to proceed 6. We review and decide next steps 7. Repeat until perfect Common refinements: section emphasis, background depth, colors, typography, CTA prominence, interactive visibility, framework styling, aesthetic tuning. Once you're satisfied with the mockup, type "approved" or "build" to proceed to code generation. ##PHASE 7: Complete Homepage Code Generation What we're doing: Building entire 5-6 section homepage as production-ready code matching approved mockup exactly. **Complete Single-File HTML Delivery**: - All 5-6 sections coded and integrated - Fully responsive across devices - Modern CSS implementation (Tailwind-style or modern CSS) - Animated background matching mockup (CSS gradients, WebGL, SVG) - All interactive elements functional (buttons, CTAs, forms, animations) - Navigation implemented per design - Component styling matching aesthetic (glassmorphism, shadows, borders) - Typography system with hierarchy and legibility - Color system from specification - Micro-interactions and hover states - Scroll animations where appropriate - Performance-optimized **Technical Quality**: Semantic HTML, modern CSS (custom properties, grid, flexbox, backdrop-filter, transforms, animations), vanilla JavaScript, accessibility considerations, mobile-first responsive, smooth scrolling, optimized assets, cross-browser compatible. **Code Structure**: Clean commented HTML, inline CSS organized in style block, inline JavaScript, ready to copy/paste and deploy, fully functional standalone. **Strategic Content**: Intelligent placeholders based on your business model, conversion psychology, target audience, professional tone—easily replaceable. **Design Fundamentals Verified**: All sections with hierarchy, prominent functional CTAs, readable text with contrast, clear interactive signals, background depth, adequate whitespace, responsive, contemporary 2025 quality. Automatically presents next phase after delivery. ##PHASE 8: Navigation & Pages Planning What we're doing: Making all navigation functional and planning additional pages. **Navigation Audit**: [List nav items from homepage] **Options for each item**: Create dedicated page, expand section to full page, smooth scroll to section, custom approach. **For clickable elements**: Decide what happens—link to new page, scroll to section, open modal, trigger action, external link. **What to make functional first? Choose**: 1. Complete navigation by building all pages 2. Primary conversion path (CTA → specific page) 3. Specific pages you prioritize 4. Internal links with smooth scrolling 5. Custom approach **Or** "auto-complete" for intelligent decisions based on your model. ##PHASE 9-X: Progressive Development What we're doing: Building each page or making elements functional, maintaining design consistency. **Each Page Delivery**: Complete HTML matching homepage design system, same framework styling, same background treatment, same typography/colors, appropriate sections, full responsiveness, functional interactions, integrated navigation. **Each Functionality Addition**: Smooth scroll, modals, form validation, interactive components, animation triggers, other elements. **After Each Delivery**: Current Progress: [What's complete] **What next? Choose**: [4-6 options for next page/functionality] **Or** "auto-complete" for intelligent completion. Continues until site fully functional. ##PHASE FINAL: Complete Integration & Polish What we're doing: Final integration ensuring everything links, works, and maintains consistency. **Complete Package**: Homepage HTML (all sections), all additional pages, complete styling/functionality per file, working navigation across pages, functional CTAs/buttons, validated forms, consistent design system. **Deliverables**: All HTML files deployment-ready, quick deployment guide, customization documentation, design system reference. **Quality Verified**: Complete homepage, functional navigation, working CTAs, consistent pages, responsive, optimized, modern framework styling, functional interactions, professional 2025 quality. --- **CRITICAL RULES**: **Image Generation**: - Present: Human-Readable + Optimized JSON - JSON meta-principles: distilled concepts, "Execute step-by-step", framework context - JSON opens: "Website screenshot" + "Professional website design mockup. Award-winning UI design. Modern web interface 2025." - JSON shows: ALL 5-6 sections vertically in one mockup - JSON emphasizes: interactive element visibility (CTAs, buttons, animations) - JSON includes: modern frameworks (Tailwind, Shadcn, Glassmorphism), background depth (gradients, shaders, mascots—NEVER flat) - User "generate" → Send ONLY JSON → No modifications - Aspect ratio: 9:16 (vertical to show all sections) - After image appears → User MUST type "continue" to proceed (tool only returns image without commentary) **Homepage Development**: - Generate mockup with ALL 5-6 sections at once - After approval, build COMPLETE homepage code (all sections functional) - Deliver entire homepage as single working file - Then make navigation/additional pages functional - Flow: complete homepage → functional navigation → additional pages **Content Adaptation**: - NO hardcoded templates - Adapt ALL to user's specific business context - Strategic frameworks based on actual audience - Section selection/styling contextualized to goals - Design choices match aesthetic preference - Professional placeholders easily customizable **Standards**: Contemporary frameworks, background depth, interactive element visibility, modern CSS/frameworks, 2025 quality throughout. **Control**: User commands each phase explicitly. "generate" for mockup (then "continue" after image), "approved"/"build" for code, choose-your-adventure for pages, adjust anytime. Begin Phase 1 when ready.

Alex Prompter

191,428 görüntüleme • 11 ay önce

Dear ICP community, the Internet Computer has now been running strong for 5 years 👏👏👏 Here is a celebratory preview of ICP "cloud engines," the sovereign frontier cloud technology the network shall soon provide from Main points: — Cloud engines enable anyone to spin up their own sovereign frontier cloud. The technology involves an extraordinary inventive step, in which cloud is created from a mathematically secure network of nodes. The nodes run as part of the Internet Computer network ( but are selected and configured by the cloud engine's owner. — The frontier cloud provided by engines is strongly focused on enabling AI agents to build and update online applications and services for us. The world is changing fast, and nearly all new online apps and services are already being built with the help of AI, and thus cloud engines target the future of cloud. — Software hosted on cloud engines is tamperproof, which means that it is immune to infrastructure hacks, because it runs inside a mathematically secure network protocol, rather than on computers directly. This means that AI agents, and those building with them, don't need to have a security team in the loop, or to trust someone else's security team. This is crucial, because in the future, non technical people will demand the freedom to build with full automation — where they just need to issue instructions to AI about what to build, and don't need to worry about anything or anyone else. Of course, apps and services running on engines are also vastly safer from the new breed of hacker being enabled by frontier AI. (The cloud engines themselves are also "tamperproof." Even if a hacker gains physical access to some portion of a cloud engine's nodes, and can make arbitrary changes, the computations and data of the hosted apps and services cannot be corrupted or interrupted so long as the network's fault bounds aren't exceeded. The recent hack of Vercel, a major cloud platform, which gave hackers access to the apps it hosted, provides additional perspective on the importance of this advantage.) — Software hosted on cloud engines is guaranteed to run, so long as a sufficient number of the engine's nodes are running. This means that AI can build applications and services without the need to have a human systems admin team constantly tinkering with the underlying platform to keep it running, which is again crucial, because in the future, non technical people will expect the freedom to use AI to build without the support of others. — New frontier programming language technology, in the form of the Motoko language developed by Caffeine Labs, leverages seminal "orthogonal persistence" technology that unifies program logic and data to deliver further unlocks for AI (Motoko is the first computer language being developed that targets agents that are writing software rather than humans engineers per se). Nowadays, AI can build and update production apps at a prodigious rate, even at the speed of conversation. But it can also make mistakes, and there's a risk that an update it creates might be "lossy" in the sense it causes some transformed data to be lost. Again, in this new world, it's both undesirable and impractical for everyone to have to have a systems admin team on-hand to detect lossy updates and roll them back, but Motoko provides a solution: it can detect new software updates are lossy before they are applied, reducing potentially catastrophic errors by AI to harmless coding retries. — Software hosted on cloud engines is "serverless" but unlike traditional serverless software, directly it directly incorporates data through "orthogonal persistence." Another key purpose is simplify backend software logic and fuel the modeling power of AI by increasing abstraction (sorry for the technical language!!!). Put simply, this enables AI to produce more sophisticated backends, faster, and at dramatically lower costs, as measured by the number AI API tokens consumed during coding. (Tip for the technical: orthogonal persistence is a new paradigm where "the program is the database," and data lives inside program variables, which is possible because it's as if hosted software runs forever in persistent memory). — An expanding database of skills at shall make it possible to develop and directly deploy apps and services to your cloud engines directly from Claude Code, Perplexity, Codex and other AI platforms. Further, your account on can be connected, so that new apps and updates created through conversation automatically appear hosted from your cloud engine. In the future, R&D is going to be very seamless. You converse with AI, and your secure and unstoppable apps or services are created or updated. Cloud engines are designed to directly support this "self-writing cloud" future where we can work hands-free. — Tech sovereignty is becoming a huge issue worldwide, with governments and corporations seeking to create sovereign tech stacks owing to geopolitical tensions. Increasingly, people are realizing that tech provided by foreign nations can come with hidden backdoors and kills switches, from the base platform, right up through hosted apps and services. ICP technology is open source, and those building on ICP using AI own their own source code. When you have the source code, you can verify that there are no backdoors, and when you own the source code thanks to AI, you can update it at will, freeing you from vendor lock-in. But cloud engines take sovereignty much further... — You create a cloud engine by selecting the nodes that will be combined. You can choose the class of nodes used, and their number, but more importantly, you can choose who operates the nodes, and where they are located. Almost any configuration is possible, because the Internet Computer scales the security privileges afforded to hosted software within the network according to configuration (software hosted on cloud engines can directly interoperate with software on other engines and traditional subnets, but base restrictions are applied according to security rules). A cloud engine can be created within a region such as Europe, to comply with regs such as GDPR, or completely within a sovereign state like Switzerland or Pakistan. But cloud engines go further still... — Sovereignty is also about freedom from vendor lock-in. Cloud engines are essentially ICP (Internet Computer Protocol) network configurations, and this means the underlying compute nodes they combine can be swapped out without interrupting their hosted apps and services. This is a big deal. In addition, cloud engines now support nodes that are instances running on Big Tech's clouds, in addition to nodes that are dedicated specialized hardware, as per the Gen I and Gen II nodes that dominate the Internet Computer today. For example, it is possible to have an engine running across different AWS data centers, say, and then reconfigure the engine to run across a mixture of AWS, Google, Azure and Hetzner for even more resilience, without the users of hosted apps and services noticing a thing. That's true freedom. — Sovereign AI is becoming increasingly important too, and cloud engines allow special "AI nodes" to be added to them, so that hosted software can perform inference on hardware provisioned by the owner from a location the owner has selected. Even though the AI nodes are only accessible within the cloud engine, they can still benefit from the forthcoming Internet Intelligence Gateway (IG), which will make it possible to validate inference performed on key frontier open weights LLMs, even when the inference is performed on completely independent AI clouds. When the results of inference are received, this technology can verify that neither the prompt+context (input) nor the inference result (output) have been modified, and that the results were produced by the precise LLM expected. This ensures that AI clouds don't cheat by running inference on cheaper models than are being paid for, and bad actors aren't modifying the inputs or outputs to surreptitiously insert advertising into results, say, or change facts, or insert malware when code is being generated. What's super cool about this technology is the cost of the verification is scalable. A very valuable additional security can be achieved with only 1-2% of extra cost. — Scaling apps and services when they hit capacity limits is another thorny problem that cloud engines help the world address. Engines make scaling possible without rewriting or reconfiguring software. The query workload capacity of hosted software can be horizontally scaled simply by adding new nodes to an engine, and nodes can also be added in geographical proximity to demand. Meanwhile, update workload capacity can first be scaled-up by swapping an engine's nodes out for the next class up, and then when no larger class of node is available, horizontally scaled-out by "splitting" the engine into two, which doubles available capacity. (Technical tip: horizontally scaling update capacity by splitting engines requires multi-canister architectures). — For those who have been following how Caffeine builds apps that can efficiently store large numbers of files, I should mention that apps built on cloud engines will also support the new ICP Blob Storage cloud network (since cloud engines currently have up to about 3 TB of memory, which apps storing large amounts of files can easily exceed). We are also working on allowing blob storage nodes to be added to cloud engines, to enable sovereign mass blob storage within an engine, similarly to how AI nodes can be added currently. — Lastly, but certainly not least, I should mention that cloud engines are multi-blockchain capable, and ready for digital assets, thanks to the clever math at their core. For example, an e-commerce service built on a cloud engine can securely accept and custody stablecoin payments, or a multi-chain DEX could be hosted. Further, engines can support software autonomy (software orchestrated and controlled by other autonomous software, in a decentralized way) and can themselves be orchestrated by SNS technology, and thus run autonomously too. Today, though, the focus is on *mainstream* cloud. This year, the cloud industry will generate approximately one trillion dollars in revenue. That number is already huge, but is expected to grow to two trillion dollars by 2030. After years of continuous development, which have seen more than $500m spent on R&D, the Internet Computer network is now tacking directly toward this mainstream cloud market with cloud engine technology. In their first version, cloud engines are not meant to be a cloud panacea. For example, currently they are not ideal for working with big data. You should use something like DataBricks for that. Cloud engines are carefully targeted at enabling AI to produce traditional online applications and services, including SaaS, in a safer and more productive way, which represents a new market segment with tremendous potential. Of course, DFINITY will continue to work relentlessly to push forward ICP's capabilities, so expect further developments. It's worth mentioning that this cloud segment isn't just about creating new apps and services using AI, it's also about replacing legacy systems and apps built on super expensive SaaS services. Caffeine Labs is working to produce technology (Caffeine Snorkel) that can study an enterprise's legacy systems and app built on SaaS, create replacement systems and apps, and migrate the data, while supporting key stakeholders through the process over email and chat, with full automation. Thus the legacy systems and SaaS markets shall also be addressed by cloud engines. Zooming out, and reasoning in a more metaphysical way, we believe, as we always have, that there is room for a new kind of cloud created by mathematical networks, that provides seminal advances in the fields of security and resilience, as well as true sovereignty and freedom from lock-in. That this same technology, with the help of additional technologies like orthogonal persistence and Motoko, enables AI to build for us without the need for so much oversight, and to create more backend sophistication while consuming fewer AI API tokens, enables ICP to bring game-changing advances to the world. Cloud engines will work synergistically with the Intelligence Gateway, which will enable apps and services running on engines to seamlessly leverage AI, wherever that AI is running, while providing verifiability at extremely low cost for open weights frontier models. We believe that cloud engines represent an inflection point in the storied history of the Internet Computer project, and I'm very proud to be sharing the details with you on the network's fifth birthday 💪 I'll be back with more news soon!!
19:06

Dear ICP community, the Internet Computer has now been running strong for 5 years 👏👏👏 Here is a celebratory preview of ICP "cloud engines," the sovereign frontier cloud technology the network shall soon provide from Main points: — Cloud engines enable anyone to spin up their own sovereign frontier cloud. The technology involves an extraordinary inventive step, in which cloud is created from a mathematically secure network of nodes. The nodes run as part of the Internet Computer network ( but are selected and configured by the cloud engine's owner. — The frontier cloud provided by engines is strongly focused on enabling AI agents to build and update online applications and services for us. The world is changing fast, and nearly all new online apps and services are already being built with the help of AI, and thus cloud engines target the future of cloud. — Software hosted on cloud engines is tamperproof, which means that it is immune to infrastructure hacks, because it runs inside a mathematically secure network protocol, rather than on computers directly. This means that AI agents, and those building with them, don't need to have a security team in the loop, or to trust someone else's security team. This is crucial, because in the future, non technical people will demand the freedom to build with full automation — where they just need to issue instructions to AI about what to build, and don't need to worry about anything or anyone else. Of course, apps and services running on engines are also vastly safer from the new breed of hacker being enabled by frontier AI. (The cloud engines themselves are also "tamperproof." Even if a hacker gains physical access to some portion of a cloud engine's nodes, and can make arbitrary changes, the computations and data of the hosted apps and services cannot be corrupted or interrupted so long as the network's fault bounds aren't exceeded. The recent hack of Vercel, a major cloud platform, which gave hackers access to the apps it hosted, provides additional perspective on the importance of this advantage.) — Software hosted on cloud engines is guaranteed to run, so long as a sufficient number of the engine's nodes are running. This means that AI can build applications and services without the need to have a human systems admin team constantly tinkering with the underlying platform to keep it running, which is again crucial, because in the future, non technical people will expect the freedom to use AI to build without the support of others. — New frontier programming language technology, in the form of the Motoko language developed by Caffeine Labs, leverages seminal "orthogonal persistence" technology that unifies program logic and data to deliver further unlocks for AI (Motoko is the first computer language being developed that targets agents that are writing software rather than humans engineers per se). Nowadays, AI can build and update production apps at a prodigious rate, even at the speed of conversation. But it can also make mistakes, and there's a risk that an update it creates might be "lossy" in the sense it causes some transformed data to be lost. Again, in this new world, it's both undesirable and impractical for everyone to have to have a systems admin team on-hand to detect lossy updates and roll them back, but Motoko provides a solution: it can detect new software updates are lossy before they are applied, reducing potentially catastrophic errors by AI to harmless coding retries. — Software hosted on cloud engines is "serverless" but unlike traditional serverless software, directly it directly incorporates data through "orthogonal persistence." Another key purpose is simplify backend software logic and fuel the modeling power of AI by increasing abstraction (sorry for the technical language!!!). Put simply, this enables AI to produce more sophisticated backends, faster, and at dramatically lower costs, as measured by the number AI API tokens consumed during coding. (Tip for the technical: orthogonal persistence is a new paradigm where "the program is the database," and data lives inside program variables, which is possible because it's as if hosted software runs forever in persistent memory). — An expanding database of skills at shall make it possible to develop and directly deploy apps and services to your cloud engines directly from Claude Code, Perplexity, Codex and other AI platforms. Further, your account on can be connected, so that new apps and updates created through conversation automatically appear hosted from your cloud engine. In the future, R&D is going to be very seamless. You converse with AI, and your secure and unstoppable apps or services are created or updated. Cloud engines are designed to directly support this "self-writing cloud" future where we can work hands-free. — Tech sovereignty is becoming a huge issue worldwide, with governments and corporations seeking to create sovereign tech stacks owing to geopolitical tensions. Increasingly, people are realizing that tech provided by foreign nations can come with hidden backdoors and kills switches, from the base platform, right up through hosted apps and services. ICP technology is open source, and those building on ICP using AI own their own source code. When you have the source code, you can verify that there are no backdoors, and when you own the source code thanks to AI, you can update it at will, freeing you from vendor lock-in. But cloud engines take sovereignty much further... — You create a cloud engine by selecting the nodes that will be combined. You can choose the class of nodes used, and their number, but more importantly, you can choose who operates the nodes, and where they are located. Almost any configuration is possible, because the Internet Computer scales the security privileges afforded to hosted software within the network according to configuration (software hosted on cloud engines can directly interoperate with software on other engines and traditional subnets, but base restrictions are applied according to security rules). A cloud engine can be created within a region such as Europe, to comply with regs such as GDPR, or completely within a sovereign state like Switzerland or Pakistan. But cloud engines go further still... — Sovereignty is also about freedom from vendor lock-in. Cloud engines are essentially ICP (Internet Computer Protocol) network configurations, and this means the underlying compute nodes they combine can be swapped out without interrupting their hosted apps and services. This is a big deal. In addition, cloud engines now support nodes that are instances running on Big Tech's clouds, in addition to nodes that are dedicated specialized hardware, as per the Gen I and Gen II nodes that dominate the Internet Computer today. For example, it is possible to have an engine running across different AWS data centers, say, and then reconfigure the engine to run across a mixture of AWS, Google, Azure and Hetzner for even more resilience, without the users of hosted apps and services noticing a thing. That's true freedom. — Sovereign AI is becoming increasingly important too, and cloud engines allow special "AI nodes" to be added to them, so that hosted software can perform inference on hardware provisioned by the owner from a location the owner has selected. Even though the AI nodes are only accessible within the cloud engine, they can still benefit from the forthcoming Internet Intelligence Gateway (IG), which will make it possible to validate inference performed on key frontier open weights LLMs, even when the inference is performed on completely independent AI clouds. When the results of inference are received, this technology can verify that neither the prompt+context (input) nor the inference result (output) have been modified, and that the results were produced by the precise LLM expected. This ensures that AI clouds don't cheat by running inference on cheaper models than are being paid for, and bad actors aren't modifying the inputs or outputs to surreptitiously insert advertising into results, say, or change facts, or insert malware when code is being generated. What's super cool about this technology is the cost of the verification is scalable. A very valuable additional security can be achieved with only 1-2% of extra cost. — Scaling apps and services when they hit capacity limits is another thorny problem that cloud engines help the world address. Engines make scaling possible without rewriting or reconfiguring software. The query workload capacity of hosted software can be horizontally scaled simply by adding new nodes to an engine, and nodes can also be added in geographical proximity to demand. Meanwhile, update workload capacity can first be scaled-up by swapping an engine's nodes out for the next class up, and then when no larger class of node is available, horizontally scaled-out by "splitting" the engine into two, which doubles available capacity. (Technical tip: horizontally scaling update capacity by splitting engines requires multi-canister architectures). — For those who have been following how Caffeine builds apps that can efficiently store large numbers of files, I should mention that apps built on cloud engines will also support the new ICP Blob Storage cloud network (since cloud engines currently have up to about 3 TB of memory, which apps storing large amounts of files can easily exceed). We are also working on allowing blob storage nodes to be added to cloud engines, to enable sovereign mass blob storage within an engine, similarly to how AI nodes can be added currently. — Lastly, but certainly not least, I should mention that cloud engines are multi-blockchain capable, and ready for digital assets, thanks to the clever math at their core. For example, an e-commerce service built on a cloud engine can securely accept and custody stablecoin payments, or a multi-chain DEX could be hosted. Further, engines can support software autonomy (software orchestrated and controlled by other autonomous software, in a decentralized way) and can themselves be orchestrated by SNS technology, and thus run autonomously too. Today, though, the focus is on *mainstream* cloud. This year, the cloud industry will generate approximately one trillion dollars in revenue. That number is already huge, but is expected to grow to two trillion dollars by 2030. After years of continuous development, which have seen more than $500m spent on R&D, the Internet Computer network is now tacking directly toward this mainstream cloud market with cloud engine technology. In their first version, cloud engines are not meant to be a cloud panacea. For example, currently they are not ideal for working with big data. You should use something like DataBricks for that. Cloud engines are carefully targeted at enabling AI to produce traditional online applications and services, including SaaS, in a safer and more productive way, which represents a new market segment with tremendous potential. Of course, DFINITY will continue to work relentlessly to push forward ICP's capabilities, so expect further developments. It's worth mentioning that this cloud segment isn't just about creating new apps and services using AI, it's also about replacing legacy systems and apps built on super expensive SaaS services. Caffeine Labs is working to produce technology (Caffeine Snorkel) that can study an enterprise's legacy systems and app built on SaaS, create replacement systems and apps, and migrate the data, while supporting key stakeholders through the process over email and chat, with full automation. Thus the legacy systems and SaaS markets shall also be addressed by cloud engines. Zooming out, and reasoning in a more metaphysical way, we believe, as we always have, that there is room for a new kind of cloud created by mathematical networks, that provides seminal advances in the fields of security and resilience, as well as true sovereignty and freedom from lock-in. That this same technology, with the help of additional technologies like orthogonal persistence and Motoko, enables AI to build for us without the need for so much oversight, and to create more backend sophistication while consuming fewer AI API tokens, enables ICP to bring game-changing advances to the world. Cloud engines will work synergistically with the Intelligence Gateway, which will enable apps and services running on engines to seamlessly leverage AI, wherever that AI is running, while providing verifiability at extremely low cost for open weights frontier models. We believe that cloud engines represent an inflection point in the storied history of the Internet Computer project, and I'm very proud to be sharing the details with you on the network's fifth birthday 💪 I'll be back with more news soon!!

dom | icp

336,029 görüntüleme • 5 ay önce