Rahul
@sairahul1 • 111,564 subscribers
Building with AI. Sharing what's wild, what's practical, and what's next. Founder of NicheTrafficKit
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Jensen Huang, CEO of Nvidia: "Every engineer is going to have and manage hundreds of agents." The most valuable engineering skill of 2026 is not taught in any university. No CS program teaches harness engineering. No bootcamp teaches agent memory architecture. No degree prepares you to build systems that survive production. One builder mapped the entire thing out — free, step by step, no degree required. This is the roadmap ↓ Bookmark this for the weekend.
Rahul975,088 Aufrufe • vor 2 Tagen
18-year-old American found a roofing company on Google Maps with 4.9 stars and no website, copied their reviews and pasted them into ChatGPT 5.5. 2 minutes later - a complete brief. Pasted it into AI and just waited while the system built a full website with all pages, reviews and a booking button. Called the owner and showed him the live preview. He said yes immediately because he'd been meaning to fix this for years and never had the time. Invoice for $1,000. 47 minutes of work from the first search to a closed deal. Then he built a machine. AI pulls 200 businesses from Google Maps in 10 minutes, writes a personalized email for each one with their real business data - 500 emails a day, 3% respond. Month one - $4,000, month six - $15,000-20,000. Five million businesses on Google Maps are still waiting for that call.
Rahul7,511,336 Aufrufe • vor 17 Tagen
🚨 CEO of Nvidia: "I'd hire the graduate who's expert in AI over the one who isn't. Every time" he's not talking about people who use AI everyone uses AI. he's talking about people who know the stack. agents. frameworks. tools. workflows. skills. automations Bookmark it.
Rahul3,755,720 Aufrufe • vor 16 Tagen
Anthropic shipped 125 settings for Claude The official docs cover 40. One developer found the other 85. His API bill dropped from $340 to $87. Not by using a cheaper model. Not by writing shorter prompts. By moving one line in a config file to the right place. > memory scoped per project → past clients never bleed into new work > Extended Thinking on Light by default → 18–25% fewer Opus tokens in week one > cache_control moved to the right line → the fix that turned a $340 bill into $87 > plugins and MCP servers toggled off when idle → saved 25–40K tokens per session > per-project model override → Haiku for docs, Sonnet for infra, Opus only where it matters Same model. Same prompts. Same work. Most Claude users are running a $100/month tool at 30% of its actual capability. Here are 25 features, workflows, and tricks that close that gap ↓ Bookmark this.
Rahul171,406 Aufrufe • vor 2 Tagen
Andrej Karpathy's advice for beginners getting into AI: "Put in 10,000 hours of work." He's right. But most builders waste the first 1,000 hours on the wrong things. They write code before understanding context windows. They build agents before understanding token limits. They ship products before understanding what models can't do. The builders who compound fastest aren't the ones who code the most. They're the ones who understood the fundamentals before touching a single line. These are the 10 concepts that make the first 1,000 hours count ↓ Bookmark this before you start.
Rahul371,509 Aufrufe • vor 5 Tagen
Anthropic just paid millions to hire Andrej Karpathy. He gave you the same knowledge for $0 the same week. Co-founder of OpenAI. Former head of AI at Tesla. The man who coined vibe coding. No recruitment fee. No exclusive access. Just a link and 29 minutes. LLMs are ghosts not animals. Vibe coding is dead. Software 3.0 is here. Watch it. Then read this. Because Karpathy tells you what Software 3.0 is. This shows you how to build one - a software factory with Claude Code that ships features while you sleep. The full build guide is below.
Rahul1,190,637 Aufrufe • vor 13 Tagen
Anthropic just officially released the blueprint for creating a company with Claude Code and it's mind-blowing😭 CEO: 1 human (who sleeps) Employees: several AIs Activities: the AIs divide up the tasks and move forward on their own Work is literally dying... I've summarized the full guide below, read it when you've got 5 min ⤵️ If you want the AI to work while you sleep → save this as a bookmark 🔖
Rahul560,991 Aufrufe • vor 11 Tagen
MICROSOFT OPEN SOURCED A 7B PARAMETER MODEL THAT TRANSCRIBES 60 MINUTES OF AUDIO IN A SINGLE PASS and it's completely free VIBEVOICE ASR no chunking, no context loss, full speaker diarization baked in not just speech to text..not a basic wrapper who spoke, when they spoke, exactly what they said..all in one shot and it handles the hard stuff too..50+ languages, custom hotwords, long form audio that breaks every other tool the model doesn't know what "context window" means apparently Available on macOS and Windows right now. Free to use. Free to fine tune. Free to build on.
Rahul1,368,791 Aufrufe • vor 1 Monat
Complete Claude Code Training 6 HOURS. The most comprehensive Claude training on the internet. From A to Z: setup, workflow creation, website deployment, agent team creation, browser automation, client prospecting and pricing your services. All of it without writing a single line of code. In the end: you use Claude Code like a pro and you monetize your skills. Beginner or advanced, everything is there in one place, this course covers it all. It's worth more than all those $500 courses you almost bought. Keep it bookmarked and watch later.
Rahul229,115 Aufrufe • vor 10 Tagen
Anthropic's Head of Product just dropped a 28-minute masterclass on agent production. Prompt caching. Tool search. Programmatic tool calling. Compaction. Advisor strategy. 28 minutes. Free. Worth more than 100 YouTube videos combined. Watch it first. Then read this. The masterclass teaches you how agents work. This teaches you what to build with them — a 5-agent content pipeline that does the work of a $300K creative team. Full pipeline below ↓ Bookmark this. Start this weekend.
Rahul528,574 Aufrufe • vor 22 Tagen
Karpathy just described what hiring looks like in 2026: "Build a large project with Claude Code — like a Twitter clone. Make it secure. Have real agents using the platform doing stuff. The interviewer uses parallel agents trying to break in to verify security." One person. Multiple agents. Shipping and defending production code simultaneously. This is not a future job description. This is happening right now. The founders who get there first are not the smartest ones in the room. They are the ones who stopped doing everything themselves and built agents to do it for them. Here is the complete playbook — 13 agents, exact prompts, 90-day build plan ↓ Read this before your competition does.
Rahul430,922 Aufrufe • vor 23 Tagen
Karpathy didn't make a course. He made THE course. 3 hours. Free. Tokenization. Attention. Hallucinations. Tool use. RLHF. DeepSeek. AlphaGo. Every behavior you've ever wondered about in an LLM - where it comes from, why it exists, how it was engineered. The gap between engineers who understand this and engineers who don't isn't technical depth. It's the ability to conceive of entirely different things.
Rahul627,105 Aufrufe • vor 1 Monat
SOMEONE VIBE CODED A TOOL THAT FINDS BUSINESSES, READS THEIR REVIEWS, AND WRITES COLD EMAILS BASED ON THEIR OWN CUSTOMERS' COMPLAINTS this is insane. you type in any business type and pick a city. it scrapes every matching business off Google Maps with 30+ data fields. then it visits their actual websites and pulls verified emails, phone numbers, and every social media profile they have scraped live, not from some outdated database like other tools then the AI reads up to 50 of their Google reviews and finds their exact pain points "clients complain photos don't show the real size of properties" or "listings take too long to sell" then you tell it what YOUR business does. it cross-references your offer with their specific problems and generates a fully personalized cold email for each business. send it in 2 clicks. one by one and not bulk so it lands in the primary inbox and all of those leads land on a GPS-mapped CRM where you can draw sales territories, optimize driving routes, track your team's activity in real time, and transcribe voice notes after meetings. works in 200+ countries and with any business type. if they're on Google Maps you can find them this is the most complete lead gen tool i've ever seen AND he vibe coded the whole thing with Claude Code in 2 weeks
Rahul97,417 Aufrufe • vor 8 Tagen
Anthropic pays $750,000+ a year for engineers who can build LLM architectures from scratch. This 2-hour Stanford lecture gives you the exact pipeline LLM engineers get paid $750K/year for. Data + architecture + scaling laws + post-training. Bookmark it & watch today. Then read article below.
Rahul59,935 Aufrufe • vor 5 Tagen
Microsoft Senior AI developer just showed how they build AI agents with Claude at Microsoft. 34-minutes. free. By Microsoft team Opus 4.7 + 1,400+ pre-built MCP tools plug Claude into agent → give it tools → ship to production worth more than any $500 vibe-coding course. Bookmark and watch it today.
Rahul45,422 Aufrufe • vor 14 Tagen
Old way of using Claude Code: Prompt → wait → review → prompt → wait → review → repeat 20 times. You are the loop. You are the condition check. You are the reason it keeps going. New way: /goal all tests pass and lint is clean Claude works. You do something else. You come back to a result. Here's exactly how to set it up — and how to write conditions that actually work ↓
Rahul37,056 Aufrufe • vor 24 Tagen
