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41,966 Aufrufe • vor 1 Jahr

11 GitHub repos with 1.5M+ combined stars replace tools you'd otherwise pay $50K+/year for 1. free-for-dev (131k⭐) - hundreds of services with permanent free tiers. No trials, the repo's own rule. 2. public-apis (453k⭐) - 1,500+ free APIs: weather, finance, images, games. 3. awesome-selfhosted (309k⭐)- self-hosted replacements for Notion, Google Photos, Zapier and dozens more subscriptions. 4. awesome-claude-code (51k⭐) - skills, hooks, slash commands, orchestrators for Claude Code. 5. anthropics/skills (165k⭐) - the official skills repo. Start here before third-party ones. 6. awesome-mcp-servers (91k⭐) - thousands of MCP servers connecting your agent to browsers, databases, anything. 7. awesome-llm-apps (116k⭐) - 100+ ready AI agents and RAG apps with full code. 8. system-prompts-and-models-of-ai-tools (142k⭐) - leaked system prompts of Cursor, Devin, v0, Claude Code. 9. awesome-codex-skills (15k⭐) - curated Codex skills sorted by category: data & analytics, writing, productivity, development. 10. awesome (490k⭐) - the list of every other list. Whatever's missing above, it's here. Bookmark this before you pay for something that's already free 👇

11 GitHub repos with 1.5M+ combined stars replace tools you'd otherwise pay $50K+/year for 1. free-for-dev (131k⭐) - hundreds of services with permanent free tiers. No trials, the repo's own rule. 2. public-apis (453k⭐) - 1,500+ free APIs: weather, finance, images, games. 3. awesome-selfhosted (309k⭐)- self-hosted replacements for Notion, Google Photos, Zapier and dozens more subscriptions. 4. awesome-claude-code (51k⭐) - skills, hooks, slash commands, orchestrators for Claude Code. 5. anthropics/skills (165k⭐) - the official skills repo. Start here before third-party ones. 6. awesome-mcp-servers (91k⭐) - thousands of MCP servers connecting your agent to browsers, databases, anything. 7. awesome-llm-apps (116k⭐) - 100+ ready AI agents and RAG apps with full code. 8. system-prompts-and-models-of-ai-tools (142k⭐) - leaked system prompts of Cursor, Devin, v0, Claude Code. 9. awesome-codex-skills (15k⭐) - curated Codex skills sorted by category: data & analytics, writing, productivity, development. 10. awesome (490k⭐) - the list of every other list. Whatever's missing above, it's here. Bookmark this before you pay for something that's already free 👇

unicode

119,690 Aufrufe • vor 1 Monat

Matthew Gallagher Built a $401M Company in Year One with 2 People. And the tool behind it? Claude Code. This year he's on track for $1.8B. Sam Altman predicted this. It's happening now. The problem? It costs money. API credits stack up. Monthly bills keep growing. Every prompt eats your budget. Every project drains your wallet faster. Until now. Two methods. 99% cheaper. One is completely free. Forever. $0. Not a trial. This video breaks down both step by step. ↓ Let me put this in perspective. $100-$500. That's monthly. That's what you spend. That's $6,000/year on API credits. Just to use a tool you haven't shipped anything with. The $401M guy? Spending $0. Same capability. Shipping weekly. Different cost structure. Different results. Different life. I'm about to hand you his cost structure for free. ↓ Open source vs closed source. Pay attention. Closed source: Claude. GPT-4. Pay per token. Meter always running. Open source: Qwen. Llama. Mistral. Free to download. Free to run. Free forever. No meter. No tokens. No bill. Here's what nobody tells you: 80% of coding tasks? Open source handles them. More than handles them. Writes clean code. Debugs errors. Generates boilerplate. Handles routine work perfectly. You're paying premium prices for tasks that don't need premium intelligence. That's hiring a brain surgeon to put on a bandaid. Smart play: Free models for the 80%. Paid credits for the 20%. That's what the $401M guy does. That's what this video teaches you. Follow Himanshu Kumar for more breakdowns that turn free tools into real businesses. ↓ Method 1: Ollama. Local. Free. Forever. Download it. Pull a model. Point Claude Code at it. Done. No internet needed. No API keys required. No monthly subscription. No token counting ever. No bill. Today. Tomorrow. Ever. Your data never leaves your computer. Complete privacy. Complete freedom. Claude Code thinks it's talking to the cloud. It's talking to your laptop. For $0. The video walks through every step: Every config file. Every variable. Every command. Every click. If you can follow a recipe, you can do this. People who set this up 3 months ago? Saved $300-$1,500 since then. Workflow didn't change one bit. ↓ Hardware you need: 16GB RAM: 7B models run smooth. 32GB RAM: 32B models run comfortable. 64GB + GPU: biggest models available. No GPU? Still works. Just slower. Few extra seconds. That's it. Your $1,500 laptop is sitting there running Chrome and Spotify. Put it to work saving you $200/month instead. Follow Himanshu Kumar for more breakdowns that turn free tools into real businesses. ↓ Method 2: Open Router. Free Cloud. No Hardware. Weak machine? Don't want local setup? This method is for you. Free AI models in the cloud. No download. No hardware. Configure Claude Code to route through Open Router. The config: Base URL: Open Router API. API key: free Open Router key. Default Sonnet: free. Default Opus: free. Default Haiku: free. Small fast model: free. Subagent model: free. Free. Free. Free. Free. Free across the board. Same interface. Same commands. Same workflow. Zero cost. Copy the config from the video. Paste it. Save $200/month. Starting today. Right now. ↓ When to use which: Ollama (local): Best for privacy. Best for offline work. Best for unlimited usage. Best if you have decent hardware. Open Router (cloud): Best for weak machines. Best for instant setup. Best for trying different models. Best if you don't want to manage anything. Both methods: Best for 80% of your daily work. Still use paid Claude for: Complex architecture. Multi-file refactoring. Deep reasoning tasks. The 20% that actually needs it. $20/month instead of $200/month. Same output. 90% less cost. ↓ The math that should make you angry. You (current): $200-$500/month. $2,400-$6,000/year. $7,200-$18,000 over 3 years. You (after this video): $20-$50/month. $240-$600/year. $720-$1,800 over 3 years. Savings over 3 years: $6,480-$16,200. That's a used car. That's seed money. That's 6 months of rent. All from one 25-minute video. All from 15 minutes of configuration. Highest ROI 25 minutes you'll spend this year. ↓ The limitations. I won't lie to you. Open source is not Opus. Not as smart on complex reasoning. Not as good at long-context tasks. Makes more mistakes on nuanced problems. But they are: Free. Capable. Getting better monthly. Good enough for 80% of daily work. Smart cost management isn't being cheap. It's being strategic. Expensive tool when it matters. Free tool when it doesn't. ↓ The one-person billion-dollar company is coming. $401M in year one proved it's possible. The building blocks: AI that codes: Claude Code. Way to run it free: this video. Distribution: the internet. Customers: everyone. Only missing ingredient? Someone who builds. Not reads about building. Not saves posts about building. Not bookmarks videos about building. Builds. Tools are free. Knowledge is free. Opportunity is screaming. You're still "thinking about it." ↓ Your action plan: Tonight: Watch the video. Tomorrow morning: Set up Ollama or Open Router. Tomorrow afternoon: Build something. Anything. This week: Build a second thing. Faster. This month: Charge someone for it. One video. One setup. One weekend. $0 cost. Unlimited potential. Or keep paying $200/month for something you could get free. Keep consuming instead of building. Keep planning instead of shipping. Matthew Gallagher didn't plan a $401M company. He built it. Full video attached. Every method. Every config. Every tradeoff. 25 minutes. Your move. Follow Himanshu Kumar for more breakdowns that turn free tools into real businesses.

Matthew Gallagher Built a $401M Company in Year One with 2 People. And the tool behind it? Claude Code. This year he's on track for $1.8B. Sam Altman predicted this. It's happening now. The problem? It costs money. API credits stack up. Monthly bills keep growing. Every prompt eats your budget. Every project drains your wallet faster. Until now. Two methods. 99% cheaper. One is completely free. Forever. $0. Not a trial. This video breaks down both step by step. ↓ Let me put this in perspective. $100-$500. That's monthly. That's what you spend. That's $6,000/year on API credits. Just to use a tool you haven't shipped anything with. The $401M guy? Spending $0. Same capability. Shipping weekly. Different cost structure. Different results. Different life. I'm about to hand you his cost structure for free. ↓ Open source vs closed source. Pay attention. Closed source: Claude. GPT-4. Pay per token. Meter always running. Open source: Qwen. Llama. Mistral. Free to download. Free to run. Free forever. No meter. No tokens. No bill. Here's what nobody tells you: 80% of coding tasks? Open source handles them. More than handles them. Writes clean code. Debugs errors. Generates boilerplate. Handles routine work perfectly. You're paying premium prices for tasks that don't need premium intelligence. That's hiring a brain surgeon to put on a bandaid. Smart play: Free models for the 80%. Paid credits for the 20%. That's what the $401M guy does. That's what this video teaches you. Follow Himanshu Kumar for more breakdowns that turn free tools into real businesses. ↓ Method 1: Ollama. Local. Free. Forever. Download it. Pull a model. Point Claude Code at it. Done. No internet needed. No API keys required. No monthly subscription. No token counting ever. No bill. Today. Tomorrow. Ever. Your data never leaves your computer. Complete privacy. Complete freedom. Claude Code thinks it's talking to the cloud. It's talking to your laptop. For $0. The video walks through every step: Every config file. Every variable. Every command. Every click. If you can follow a recipe, you can do this. People who set this up 3 months ago? Saved $300-$1,500 since then. Workflow didn't change one bit. ↓ Hardware you need: 16GB RAM: 7B models run smooth. 32GB RAM: 32B models run comfortable. 64GB + GPU: biggest models available. No GPU? Still works. Just slower. Few extra seconds. That's it. Your $1,500 laptop is sitting there running Chrome and Spotify. Put it to work saving you $200/month instead. Follow Himanshu Kumar for more breakdowns that turn free tools into real businesses. ↓ Method 2: Open Router. Free Cloud. No Hardware. Weak machine? Don't want local setup? This method is for you. Free AI models in the cloud. No download. No hardware. Configure Claude Code to route through Open Router. The config: Base URL: Open Router API. API key: free Open Router key. Default Sonnet: free. Default Opus: free. Default Haiku: free. Small fast model: free. Subagent model: free. Free. Free. Free. Free. Free across the board. Same interface. Same commands. Same workflow. Zero cost. Copy the config from the video. Paste it. Save $200/month. Starting today. Right now. ↓ When to use which: Ollama (local): Best for privacy. Best for offline work. Best for unlimited usage. Best if you have decent hardware. Open Router (cloud): Best for weak machines. Best for instant setup. Best for trying different models. Best if you don't want to manage anything. Both methods: Best for 80% of your daily work. Still use paid Claude for: Complex architecture. Multi-file refactoring. Deep reasoning tasks. The 20% that actually needs it. $20/month instead of $200/month. Same output. 90% less cost. ↓ The math that should make you angry. You (current): $200-$500/month. $2,400-$6,000/year. $7,200-$18,000 over 3 years. You (after this video): $20-$50/month. $240-$600/year. $720-$1,800 over 3 years. Savings over 3 years: $6,480-$16,200. That's a used car. That's seed money. That's 6 months of rent. All from one 25-minute video. All from 15 minutes of configuration. Highest ROI 25 minutes you'll spend this year. ↓ The limitations. I won't lie to you. Open source is not Opus. Not as smart on complex reasoning. Not as good at long-context tasks. Makes more mistakes on nuanced problems. But they are: Free. Capable. Getting better monthly. Good enough for 80% of daily work. Smart cost management isn't being cheap. It's being strategic. Expensive tool when it matters. Free tool when it doesn't. ↓ The one-person billion-dollar company is coming. $401M in year one proved it's possible. The building blocks: AI that codes: Claude Code. Way to run it free: this video. Distribution: the internet. Customers: everyone. Only missing ingredient? Someone who builds. Not reads about building. Not saves posts about building. Not bookmarks videos about building. Builds. Tools are free. Knowledge is free. Opportunity is screaming. You're still "thinking about it." ↓ Your action plan: Tonight: Watch the video. Tomorrow morning: Set up Ollama or Open Router. Tomorrow afternoon: Build something. Anything. This week: Build a second thing. Faster. This month: Charge someone for it. One video. One setup. One weekend. $0 cost. Unlimited potential. Or keep paying $200/month for something you could get free. Keep consuming instead of building. Keep planning instead of shipping. Matthew Gallagher didn't plan a $401M company. He built it. Full video attached. Every method. Every config. Every tradeoff. 25 minutes. Your move. Follow Himanshu Kumar for more breakdowns that turn free tools into real businesses.

Himanshu Kumar

13,677 Aufrufe • vor 4 Monaten

XBOX Gen-10 details: • Microsoft's next-generation Xbox (Gen-10) is the company's most ambitious and risky gaming platform, built as a Windows 11 gaming PC with a TV-optimized, console-like interface. • It supports full backward compatibility for all Xbox One, Series X|S, and legacy games, plus any Windows 11 PC titles. • Users can exit the Xbox interface to full Windows for tasks like streaming, coding, or music production, akin to Steam Deck's Linux mode. • Core hardware features an AMD semi-custom SoC codenamed “Magnus.” • AMD CEO Lisa Su: “Development of Microsoft's next-gen Xbox featuring an AMD semi-custom SoC is progressing well to support a launch in 2027.” • 2027 launch is a "best-case scenario"; Microsoft insiders are surprised by Su's timeline, pending Windows 11 polish. • Xbox President Sarah Bond confirmed a multi-year Xbox-AMD partnership for hardware and backward compatibility. • Xbox and Windows teams collaborate for a seamless, console-like OS experience atop Windows 11. • Supports multiple storefronts: Xbox Store, Steam, and Epic Games Store, with ports to PS and Switch 2. • The "Xbox Everywhere" strategy offers hardware choices via OEM partners like ASUS (Xbox Ally preview). • OEMs (ASUS, Lenovo, and Razer) to offer a range of Xbox-branded devices at different price/performance points. • Microsoft plans its own first-party Xbox handheld in the future. • NPU-powered features like auto-generated gameplay highlight clips, testing on Xbox Ally X, and rollout in March 2026. • Emphasizes cross-play, cross-saves, and cross-purchasing via Xbox Play Anywhere to grow the industry. • First-party games ported to Steam, PlayStation, and Nintendo Switch 2. • Easier developer publishing tools; major updates at GDC 2026. • Polished software experience is critical; current Ally handhelds highlight Windows issues to fix. • Epic Games Store and Steam are expected to be part of the next Xbox’s multi-store openness, alongside Xbox’s own store. • Price is uncertain (due to tariffs and costs; OEMs for affordability), but the next Xbox may skew more premium (~$1,000)—while lower-end options may persist via partners. Also, Series S support will be extended. • Echoes the original Xbox vision of Windows in the living room; Surface-like premium ecosystem strategy. via: Windows Central Jez

XBOX Gen-10 details: • Microsoft's next-generation Xbox (Gen-10) is the company's most ambitious and risky gaming platform, built as a Windows 11 gaming PC with a TV-optimized, console-like interface. • It supports full backward compatibility for all Xbox One, Series X|S, and legacy games, plus any Windows 11 PC titles. • Users can exit the Xbox interface to full Windows for tasks like streaming, coding, or music production, akin to Steam Deck's Linux mode. • Core hardware features an AMD semi-custom SoC codenamed “Magnus.” • AMD CEO Lisa Su: “Development of Microsoft's next-gen Xbox featuring an AMD semi-custom SoC is progressing well to support a launch in 2027.” • 2027 launch is a "best-case scenario"; Microsoft insiders are surprised by Su's timeline, pending Windows 11 polish. • Xbox President Sarah Bond confirmed a multi-year Xbox-AMD partnership for hardware and backward compatibility. • Xbox and Windows teams collaborate for a seamless, console-like OS experience atop Windows 11. • Supports multiple storefronts: Xbox Store, Steam, and Epic Games Store, with ports to PS and Switch 2. • The "Xbox Everywhere" strategy offers hardware choices via OEM partners like ASUS (Xbox Ally preview). • OEMs (ASUS, Lenovo, and Razer) to offer a range of Xbox-branded devices at different price/performance points. • Microsoft plans its own first-party Xbox handheld in the future. • NPU-powered features like auto-generated gameplay highlight clips, testing on Xbox Ally X, and rollout in March 2026. • Emphasizes cross-play, cross-saves, and cross-purchasing via Xbox Play Anywhere to grow the industry. • First-party games ported to Steam, PlayStation, and Nintendo Switch 2. • Easier developer publishing tools; major updates at GDC 2026. • Polished software experience is critical; current Ally handhelds highlight Windows issues to fix. • Epic Games Store and Steam are expected to be part of the next Xbox’s multi-store openness, alongside Xbox’s own store. • Price is uncertain (due to tariffs and costs; OEMs for affordability), but the next Xbox may skew more premium (~$1,000)—while lower-end options may persist via partners. Also, Series S support will be extended. • Echoes the original Xbox vision of Windows in the living room; Surface-like premium ecosystem strategy. via: Windows Central Jez

Idle Sloth

69,919 Aufrufe • vor 6 Monaten

🚀 Global Pi Market: A Game-Changing App Igniting the Pi Network Economy 🌍NO OTHER CRYPTO LIKE PI NETWORK🔥 In a world rapidly shifting towards decentralized economies, Global Pi Market has emerged as a groundbreaking platform that’s not just connecting buyers and sellers — it’s redefining value exchange within the Pi Network ecosystem. More than an app, Global Pi Market is a revolution in peer-to-peer commerce, powered by the decentralized, secure, and accessible currency of the people: Pi Coin (𝛑). ⸻ 🔓 The Doorway to Real-World Utility For years, millions of Pioneers have mined Pi with faith in its future value and utility. That future is now. Global Pi Market is the bridge between the digital currency and the real economy, offering a vibrant marketplace where Pioneers can use Pi Coin to buy and sell: •🚗 Cars and motorcycles •👕 Clothing, shoes, and luxury jewelry •📱 Smartphones, laptops, and electronics •📚 Books, services, and even job listings •💼 Business tools and digital assets What once felt like a dream is now an everyday reality. No more waiting for centralized exchanges to dictate Pi’s worth — the value is being proven by people, for people. ⸻ 🌐 A Global Movement Unlike conventional e-commerce platforms limited by national currencies, borders, or banks, Global Pi Market runs on Pi Coin, which knows no borders and charges no traditional transaction fees. This means: •🌎 Anyone, anywhere can participate •💱 Fair, decentralized pricing set by the community •🤝 Trust-based trade, rooted in verified Pioneer identity This is what makes it powerful: Global Pi Market isn’t just a marketplace. It’s the first global platform where value is truly democratized, where everyone has a seat at the table — regardless of where they live or what’s in their bank account. ⸻ 🔥 Fueling the Open Network Era Since Pi Network launched its Open Network on February 20, 2025, pioneers around the world have been hungry for real-world use cases. Global Pi Market delivers exactly that — and more. It legitimizes Pi Coin as a usable currency, not just a speculative token. Here, Pi is not just traded. It’s spent, earned, exchanged, and reinvested. It’s how people are buying cars. Starting side hustles. Launching new brands. Hiring freelancers. Offering services. Building their dreams. ⸻ 💡 Why It Matters This is more than a platform. It’s a movement. The rise of Global Pi Market shows the world that decentralized finance isn’t coming — it’s already here. And Pi Network isn’t waiting for permission to change the world. It’s building it. ⸻ ✊ Join the Revolution Whether you’re a seller looking to tap into a global audience, a buyer looking for fair deals, or a Pioneer eager to put your Pi to use — Global Pi Market is your gateway. ✅ Download the app. ✅ List or shop using Pi. ✅ Be part of the decentralized economy of the future. This is your moment. This is your movement. This is Global Pi Market. Let’s change the world — 𝛑 transaction at a time.

🚀 Global Pi Market: A Game-Changing App Igniting the Pi Network Economy 🌍NO OTHER CRYPTO LIKE PI NETWORK🔥 In a world rapidly shifting towards decentralized economies, Global Pi Market has emerged as a groundbreaking platform that’s not just connecting buyers and sellers — it’s redefining value exchange within the Pi Network ecosystem. More than an app, Global Pi Market is a revolution in peer-to-peer commerce, powered by the decentralized, secure, and accessible currency of the people: Pi Coin (𝛑). ⸻ 🔓 The Doorway to Real-World Utility For years, millions of Pioneers have mined Pi with faith in its future value and utility. That future is now. Global Pi Market is the bridge between the digital currency and the real economy, offering a vibrant marketplace where Pioneers can use Pi Coin to buy and sell: •🚗 Cars and motorcycles •👕 Clothing, shoes, and luxury jewelry •📱 Smartphones, laptops, and electronics •📚 Books, services, and even job listings •💼 Business tools and digital assets What once felt like a dream is now an everyday reality. No more waiting for centralized exchanges to dictate Pi’s worth — the value is being proven by people, for people. ⸻ 🌐 A Global Movement Unlike conventional e-commerce platforms limited by national currencies, borders, or banks, Global Pi Market runs on Pi Coin, which knows no borders and charges no traditional transaction fees. This means: •🌎 Anyone, anywhere can participate •💱 Fair, decentralized pricing set by the community •🤝 Trust-based trade, rooted in verified Pioneer identity This is what makes it powerful: Global Pi Market isn’t just a marketplace. It’s the first global platform where value is truly democratized, where everyone has a seat at the table — regardless of where they live or what’s in their bank account. ⸻ 🔥 Fueling the Open Network Era Since Pi Network launched its Open Network on February 20, 2025, pioneers around the world have been hungry for real-world use cases. Global Pi Market delivers exactly that — and more. It legitimizes Pi Coin as a usable currency, not just a speculative token. Here, Pi is not just traded. It’s spent, earned, exchanged, and reinvested. It’s how people are buying cars. Starting side hustles. Launching new brands. Hiring freelancers. Offering services. Building their dreams. ⸻ 💡 Why It Matters This is more than a platform. It’s a movement. The rise of Global Pi Market shows the world that decentralized finance isn’t coming — it’s already here. And Pi Network isn’t waiting for permission to change the world. It’s building it. ⸻ ✊ Join the Revolution Whether you’re a seller looking to tap into a global audience, a buyer looking for fair deals, or a Pioneer eager to put your Pi to use — Global Pi Market is your gateway. ✅ Download the app. ✅ List or shop using Pi. ✅ Be part of the decentralized economy of the future. This is your moment. This is your movement. This is Global Pi Market. Let’s change the world — 𝛑 transaction at a time.

Mr Spock 𝛑

21,372 Aufrufe • vor 1 Jahr

Stanford professor just gave away the entire foundation of how AI Agents & automation actually works. 1-hour lecture. Tool calling. Multi-step workflows. Planning. Reflection. SAVE this to watch this before you open Netflix tonight. More valuable than 6 months of copying Make and n8n tutorials, for building Ai Agents Most people learn by copying tutorials blindly. Stanford teaches you WHY agents work the way they do. Follow Himanshu Kumar for more high-signal content that actually moves your skills forward instead of just entertaining you for 30 seconds. ↓ Why your automations keep breaking. You copied a Make tutorial. Built the exact workflow. Worked for a week. Then the API changed. The trigger failed. An edge case broke everything. You had no idea how to fix it. Because you never understood why it worked. You were copying keystrokes. The people shipping real automation were understanding architecture. ↓ What Stanford actually teaches. Tool calling: how an agent decides which tool to use by scoring each option against the current task state, not just matching keywords. ReAct loop: the agent reasons, acts, observes, then reasons again. Break this cycle and your workflow fails silently. Planning vs execution: why agents that plan all steps upfront break on dynamic inputs, and why iterative planners survive production. Memory architecture: short-term context for the current task, long-term vector memory for patterns. Most automations fail because they confuse the two. Reflection: how agents catch their own errors by evaluating outputs against original intent before moving to the next step. Tool composition: why chaining 10 tools blindly creates cascading failures, and how to structure dependencies so one broken node doesn't kill the whole workflow. This is the foundation behind every automation that actually works. Not prompting tricks. Not "10 best AI tools" reels. Actual architecture. Follow Himanshu Kumar for more high-signal content that actually moves your skills forward. ↓ Your weekend plan. Tonight: watch the Stanford lecture. 1 hour. Saturday to Sunday: build 3 projects applying what you learned. Next 2 weekends: 6 more projects. 9 projects. 2 weeks. APIs, webhooks, LLM integration, real workflows. No theory. Just build. ↓ Stanford Agentic AI lecture: free on YouTube. Watch it this weekend or buy another $500 "AI automation course" in 2027 that teaches less than this one free lecture. Bookmark. Watch tonight. Follow Himanshu Kumar for more high-signal content that actually moves your skills forward.

Stanford professor just gave away the entire foundation of how AI Agents & automation actually works. 1-hour lecture. Tool calling. Multi-step workflows. Planning. Reflection. SAVE this to watch this before you open Netflix tonight. More valuable than 6 months of copying Make and n8n tutorials, for building Ai Agents Most people learn by copying tutorials blindly. Stanford teaches you WHY agents work the way they do. Follow Himanshu Kumar for more high-signal content that actually moves your skills forward instead of just entertaining you for 30 seconds. ↓ Why your automations keep breaking. You copied a Make tutorial. Built the exact workflow. Worked for a week. Then the API changed. The trigger failed. An edge case broke everything. You had no idea how to fix it. Because you never understood why it worked. You were copying keystrokes. The people shipping real automation were understanding architecture. ↓ What Stanford actually teaches. Tool calling: how an agent decides which tool to use by scoring each option against the current task state, not just matching keywords. ReAct loop: the agent reasons, acts, observes, then reasons again. Break this cycle and your workflow fails silently. Planning vs execution: why agents that plan all steps upfront break on dynamic inputs, and why iterative planners survive production. Memory architecture: short-term context for the current task, long-term vector memory for patterns. Most automations fail because they confuse the two. Reflection: how agents catch their own errors by evaluating outputs against original intent before moving to the next step. Tool composition: why chaining 10 tools blindly creates cascading failures, and how to structure dependencies so one broken node doesn't kill the whole workflow. This is the foundation behind every automation that actually works. Not prompting tricks. Not "10 best AI tools" reels. Actual architecture. Follow Himanshu Kumar for more high-signal content that actually moves your skills forward. ↓ Your weekend plan. Tonight: watch the Stanford lecture. 1 hour. Saturday to Sunday: build 3 projects applying what you learned. Next 2 weekends: 6 more projects. 9 projects. 2 weeks. APIs, webhooks, LLM integration, real workflows. No theory. Just build. ↓ Stanford Agentic AI lecture: free on YouTube. Watch it this weekend or buy another $500 "AI automation course" in 2027 that teaches less than this one free lecture. Bookmark. Watch tonight. Follow Himanshu Kumar for more high-signal content that actually moves your skills forward.

Himanshu Kumar

28,206 Aufrufe • vor 4 Monaten

The Future of Commerce Is Being Rewritten Right Now with Interlink and LinkersMap 🚀 Digital commerce is changing rapidly, and the connection between crypto payments, real-world businesses, and global consumers is becoming more important than ever. 🌐 InterLink Labs 👤 + 🌐 is taking a major step forward by expanding crypto payment utility across 50+ global brands, helping bring digital assets closer to everyday use. This is an important move towards practical adoption, where crypto is not only held or traded, but also used in real economic activity. 💳✨ From shopping 🛍️ and entertainment 🎮 to travel ✈️, technology 💻, hospitality 🏨, education 🎓, services 🧰, and global retail 🌍, digital payments are becoming part of the modern customer experience. The future of commerce is not just online. It is global, connected, mobile, and increasingly powered by digital assets. 🔥 💜 LinkersMap: Building Real-World Utility for the InterLink Ecosystem LinkersMap is emerging as a powerful marketplace and geo-commerce platform designed to connect businesses, entrepreneurs, communities, and customers in one trusted digital environment. It is built to support verified InterLink Stores, product listings, payment points, and real-world services, giving users a simple way to discover where digital commerce is active. For businesses, LinkersMap is more than just a listing platform. It is a gateway to greater visibility, stronger customer access, and future-ready participation in the growing digital economy. 🏪🌍 🏪 What LinkersMap Offers to Businesses Businesses can use LinkersMap to create a stronger digital presence and connect with customers beyond traditional local limits. Through the platform, businesses can: ✅ Register and display their store on the map ✅ Showcase products and services to a wider audience ✅ Improve brand visibility within the InterLink community ✅ Reach both local and global customers ✅ Build trust through verified store listings ✅ Position themselves for future crypto payment adoption ✅ Connect directly with users looking for real-world businesses ✅ Participate in a growing digital commerce network Whether it is a restaurant, retail shop, hotel, service provider, education centre, wellness brand, tech business, or Web3 project, LinkersMap gives businesses a practical way to become more discoverable. 📍✨ 🌍 Why This Matters for Real-World Adoption One of the biggest challenges in crypto has always been real-world utility. 💵 People need places to spend. 👪 Businesses need customers. 🏪 Communities need trusted platforms. 💳 Ecosystems need practical use cases. This is where LinkersMap plays an important role. By connecting physical businesses, digital listings, products, and payment visibility, LinkersMap helps bridge the gap between crypto users and real-world commerce. 💳🏪 As the InterLink Network grows, more businesses can join, more users can discover services, and more value can move through the ecosystem. This creates a stronger cycle of adoption: 🔁 More businesses join 🔁 More users discover them 🔁 More transactions become possible 🔁 More utility is created 🔁 The ecosystem becomes stronger 💳 Strengthening Utility for $ITL The expansion of InterLink payment utility helps support the long-term usefulness of $ITL within real-world commerce. As more stores, brands, and services become connected to the ecosystem, $ITL gains more practical relevance. This is important because strong digital assets are supported not only by community interest, but also by actual use. LinkersMap helps make this utility more visible by giving users a place to discover businesses, products, and services connected to the InterLink Network. 🌐💜 ✨ Key Benefits for the Community The growth of LinkersMap creates value for different parts of the ecosystem. For Businesses 🏪 ✅ Increased online and map-based visibility ✅ Access to a growing Web3-focused community ✅ Opportunity to attract new customers ✅ Stronger digital presence ✅ Future-ready payment positioning ✅ Better exposure for products and services For Customers 🛒 ✅ Easier discovery of verified businesses ✅ Access to InterLink-connected stores and services ✅ More real-world use cases for digital assets ✅ Simple map-based search experience ✅ Greater confidence through store verification For the InterLink Ecosystem 🌐 ✅ Stronger real-world utility for $ITL ✅ More payment points and business listings ✅ Better connection between online and offline commerce ✅ Community-driven growth ✅ Increased merchant adoption ✅ A clearer path towards mainstream use 🚀 A New Chapter for Digital Commerce The next generation of commerce is not only about payments. It is about creating a complete ecosystem where businesses can be discovered, customers can connect, communities can grow, and digital assets can be used in practical ways. LinkersMap supports this vision by making real-world business participation easier, more visible, and more accessible. It gives entrepreneurs, merchants, and service providers a platform to be part of the digital economy while helping users find businesses that are ready for the future. 🌎✨ 💼 Register Your Business Today If you are a business owner, entrepreneur, merchant, or service provider, now is the time to join the growing LinkersMap ecosystem. 📍 Add your store 🛍️ Showcase your products 🌍 Reach more customers 💳 Prepare for crypto-powered commerce 💜 Connect with the InterLink community 🌐 Register here: 💜 One Ecosystem. Unlimited Opportunities. 🌎 Global Reach. Real Utility. Future Growth. 🚀 LinkersMap is helping connect businesses, communities, and digital commerce for the future. LinkersMap Dr Altcoin ✝️ Arif Ahmed Core Ambassador | Interlink Labs InterLink Labs 👤 + 🌐 KV InterLink Foundation ITLX Wallet #Interlink #ITLG #ITL #Linkersmap #business #ecommerce #globalgrowth #onlinestore

Tekkaus® | InterLink • MOD • T2 Community Builder

10,912 Aufrufe • vor 2 Monaten

$Introducing Immutable Audience: the growth engine for pre-launch Steam games. (btw we didn’t spend $50k on a viral launch agency - so if you think this is cool just share it for free i guess) Game marketing is broken. Every year PC studios spend billions to grow their games, and yet: - they don’t know which channels are actually working - only a fraction of wishlist sources can be tracked - of those people who DO wishlist games, the rate of those who go on to purchase is falling After 8 years building games ourselves, and working with over 700 studios, the need for something new was obvious. So, we built Audience. How it works: 1. Audience pulls in real time data from your players across Steam, social media, ad platforms, influencers and more 2. It stores this marketing data in your player CRM, and uses our Enhanced Attribution to identify the one channel driving 80% of your wishlists 3. Finally, it generates a custom growth audit, reviewing your real time data against winning strategies from hundreds of games to identify the most effective ways to get you wishlists each week During Audience’s beta we’ve already seen incredible results. We helped one game grow by over 300k wishlists in 2 months, and then more than *doubled* the rate of those players who converted into paying customers, compared to relying on Steam alone. For the last few months the team at Immutable has been heads down building. We’re incredibly grateful to our community for your support as we onboard the world. Slowly, then all at once. To celebrate the launch, we’re offering one month of Audience for free to any studio that signs up by commenting on this video. And for the first 100 studios that comment, we’ll create you a custom growth plan for free. Comment “Audience” and we’ll send it through.$

Introducing Immutable Audience: the growth engine for pre-launch Steam games. (btw we didn’t spend $50k on a viral launch agency - so if you think this is cool just share it for free i guess) Game marketing is broken. Every year PC studios spend billions to grow their games, and yet: - they don’t know which channels are actually working - only a fraction of wishlist sources can be tracked - of those people who DO wishlist games, the rate of those who go on to purchase is falling After 8 years building games ourselves, and working with over 700 studios, the need for something new was obvious. So, we built Audience. How it works: 1. Audience pulls in real time data from your players across Steam, social media, ad platforms, influencers and more 2. It stores this marketing data in your player CRM, and uses our Enhanced Attribution to identify the one channel driving 80% of your wishlists 3. Finally, it generates a custom growth audit, reviewing your real time data against winning strategies from hundreds of games to identify the most effective ways to get you wishlists each week During Audience’s beta we’ve already seen incredible results. We helped one game grow by over 300k wishlists in 2 months, and then more than doubled the rate of those players who converted into paying customers, compared to relying on Steam alone. For the last few months the team at Immutable has been heads down building. We’re incredibly grateful to our community for your support as we onboard the world. Slowly, then all at once. To celebrate the launch, we’re offering one month of Audience for free to any studio that signs up by commenting on this video. And for the first 100 studios that comment, we’ll create you a custom growth plan for free. Comment “Audience” and we’ll send it through.

Robbie Ferguson | Immutable

22,531 Aufrufe • vor 7 Tagen

Introducing… !Habits '26 Edition! We built !Habits from the belief that making personal change doesn't have to be hard. But should be fun! This our biggest update ever and makes habit tracking more flexible, more powerful, and most of all… more fun. 🔮 Personal Quests : !Habits will take the role of dungeon master and craft a personalized quest tailored to your habit to help motivate you along your journey. The stories are carefully crafted by us and powered by iOS 26's new on-device Foundation Model that's fast, free, and 100% private (all data remains on device). We've been having all sorts of fun with this. More Powerful… 🔔 Multi-Day Habits : Set multiple reminders throughout the day. 🔨 Break a Habit : Smash a bad habit or build a new one. 🎯 Set Goals : Target specific daily goals for your habit. Better… ☑️ New App Icon : Say hello to the checkmark! 📊 More Stats : See weekly reps and how progress is trending. ⚡️ Fast Habit Switching : Quick swipe to move fast between many habits. 🔒 Private : Still 100% private. No data ever leaves your device.

Introducing… !Habits '26 Edition! We built !Habits from the belief that making personal change doesn't have to be hard. But should be fun! This our biggest update ever and makes habit tracking more flexible, more powerful, and most of all… more fun. 🔮 Personal Quests : !Habits will take the role of dungeon master and craft a personalized quest tailored to your habit to help motivate you along your journey. The stories are carefully crafted by us and powered by iOS 26's new on-device Foundation Model that's fast, free, and 100% private (all data remains on device). We've been having all sorts of fun with this. More Powerful… 🔔 Multi-Day Habits : Set multiple reminders throughout the day. 🔨 Break a Habit : Smash a bad habit or build a new one. 🎯 Set Goals : Target specific daily goals for your habit. Better… ☑️ New App Icon : Say hello to the checkmark! 📊 More Stats : See weekly reps and how progress is trending. ⚡️ Fast Habit Switching : Quick swipe to move fast between many habits. 🔒 Private : Still 100% private. No data ever leaves your device.

Andy Allen

22,115 Aufrufe • vor 7 Monaten