Anatoli Kopadze
@AnatoliKopadze • 162,627 subscribers
Adapt or die
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instead of watching 2 hours of Netflix tonight, watch this Stanford lecture it's the clearest explanation I've seen of how ChatGPT and Claude actually work useful whether you've never touched AI in your life or have been using it every day for the past year I took the key ideas and turned them into a practical guide on how to actually get 100% out of Claude find it below
Anatoli Kopadze8,448,954 görüntüleme • 5 ay önce
Head of Claude Code: "I'm not prompting my agents anymore, I'm building graphs and loops so they can build the agents for me." In 10 minutes he shows exactly where agentic engineering is going and how not to get left behind. Definitely something you cannot afford to skip. Watch it, then read the step-by-step guide below on how to build a system that improves itself.
Anatoli Kopadze234,193 görüntüleme • 7 gün önce
instead of watching 2 hours of Netflix tonight, watch this Stanford lecture it's the clearest explanation I've seen of how ChatGPT and Claude actually work useful whether you've never touched AI in your life or have been using it every day for the past year i took the key ideas and turned them into a practical guide on how to actually get 100% out of AI you can find it below with ready-to-copy prompts and solutions
Anatoli Kopadze3,086,262 görüntüleme • 2 ay önce
the engineer who built Claude Code just dropped a 28-minute video on how to write prompts that actually work I've seen $300 courses that don't cover what he shows in the first 10 minutes CLAUDE.md files, memory shortcuts, parallel sessions, prompting patterns all in one video and completely free works whether you're a developer, a beginner, or someone who's been using Claude for months based on this, I put together 18 things you can copy and use in Claude today full guide in the article below
Anatoli Kopadze6,348,648 görüntüleme • 5 ay önce
NVIDIA CEO, Jensen Huang: "Nobody writes prompts anymore. The new job is to write and handle loops." This is the shift that's going to define the rest of 2026. 53 minutes of pure insight from one of the richest men on earth. Watch it, then read the full guide on how to actually use loops below.
Anatoli Kopadze4,270,579 görüntüleme • 4 ay önce
instead of watching 2 hours of Netflix tonight, watch this Stanford lecture it's the clearest explanation I've seen of how ChatGPT and Claude actually work useful whether you've never touched AI in your life or have been using it every day for the past year i took the key ideas and turned them into a practical guide on how to actually get 100% out of AI you can find it below with ready-to-copy prompts and solutions
Anatoli Kopadze2,206,487 görüntüleme • 2 ay önce
Anthropic engineer: "You're not supposed to prompt Claude. You're supposed to build a system that prompts itself." In 45 minutes she breaks down how Anthropic builds agents that remember, learn from their mistakes, and get smarter with every run. Worth more than any paid course you'll find on building agents. Watch the session, then read the guide on building loops below.
Anatoli Kopadze3,185,081 görüntüleme • 3 ay önce
WE'RE SO BACK, the Grok Bot team just gave away templates of the bots they use for their own jobs. One click and you get a fully configured agent built for a specific task, ready to plug into your tools. Here are 10 I like the most: 1. Import Bot brings your setup from Claude Cowork, Codex and ChatGPT into Grok Bot, then creates the expert bots that cover it. 2. Cooper sends you a tight Slack briefing of the top AI, tech and VC stories every morning at 8am, and only pings you about competitors when it matters. 3. Writing Bot drafts and revises your essays, emails and docs while keeping your meaning, facts and voice. 4. Video Editor picks the best takes from your raw footage, captions what you actually said and sends you an edit plan before cutting. 5. Build Anything turns a tool you describe in plain English into something that actually runs, built and tested on its own machine, never touching production. 6. Nightly Audit Engineer researches your whole codebase every night and ships one cleanup PR per area. 7. Critiquito turns a screenshot or Figma link into a design critique with ranked, concrete fixes, and never edits your files. 8. Projects Manager runs your team's projects from Notion, you make the calls and your specialist bots claim the tasks. 9. Sales Call Coach scores your sales calls and tells you exactly what to fix before the next one. 10. Competitor Monitor watches the companies you pick and only tells you something material changes, with before, after and the source. New to Grok Bot or already a pro, the article below will help you set it up in a couple of minutes and show you things 99% of users have no idea about. The link to the website with all the templates is also below.
Anatoli Kopadze19,968 görüntüleme • 23 saat önce
Anthropic engineer: "You're not supposed to prompt Claude. You're supposed to build a system that prompts itself." In 45 minutes she shows exactly how Anthropic builds agents that remember, fix their own mistakes and get smarter with every run. This beats any paid course on agents I've seen. Watch it, then read the guide on building loops below.
Anatoli Kopadze2,151,351 görüntüleme • 3 ay önce
Head of Claude Code: "85% of our engineers are running dozens or hundreds of agents. The way you do it is graph engineering." In 40 minutes he explains how a single engineer now does the work of a whole team, how far this has gone inside Anthropic and where it goes next. This is something you can't skip if you don't want to be left behind. Watch it, then read the full guide on graph engineering below.
Anatoli Kopadze1,732,925 görüntüleme • 2 ay önce
NVIDIA CEO, Jensen Huang: "Nobody writes prompts anymore. The new job is to write and handle loops." This is the shift that's going to define the rest of 2026. 53 minutes of pure insight from one of the richest men on earth. Watch it, then read the full guide on how to actually use loops below.
Anatoli Kopadze1,507,560 görüntüleme • 3 ay önce
Anthropic engineers just showed how they build a full app from scratch, using a loop of agents 40 minutes from the team behind Claude Code they used three agents: one to plan, one to build, one to judge, cycling until the app actually works the winners won't have the smartest model, they'll have the best loop watch it, then read the full guide on how to actually use loops below
Anatoli Kopadze1,934,684 görüntüleme • 4 ay önce
Anthropic engineer: "You can build 5 assistants in one afternoon. Each one handles a task you've been doing manually every single day." In 45 minutes he shows exactly how to do it from scratch, step by step. Most people are still doing all of this by hand. Watch the session, then save the guide below.
Anatoli Kopadze1,506,796 görüntüleme • 3 ay önce
A day after saying AI could kill us all, Dario Amodei sat down for his first interview: "I would rather they make fun of me than to wake up one day and discover that someone used our model Claude to kill a bunch of people." He doubled down on everything, AI is on an exponential and we're at the bend where it gets steep, so we need to slow down, not stop. He wants third-party inspectors inside every AI lab, he confirmed Elon and Sam are on board, and he says the US and China need arms-control style talks like the nuclear era. Personally, I don't think this is all being done just to set up a favorable IPO, too many independent voices and direct competitors have backed him on it. Unfortunately we don't have access to the information Dario, Sam or Elon do, so for now we just have to take their word for it. What do you think about all this?
Anatoli Kopadze480,032 görüntüleme • 1 ay önce
Godfather of AI: "If you sleep well tonight, you may not have understood this lecture." This 47-minute lecture is the best thing I saw about AI in the last few months. It will definitely help you understand how it actually works and where it's going. Geoffrey Hinton built the neural networks behind every AI alive, then quit Google to warn the world about it. The part nobody wanted to hear: > AI is already developing abilities its creators didn't intend > in most cognitive tasks it's already ahead of us > the question is no longer if it surpasses us but when > the only decision left is which side of that line you're on Right now the average person opens Claude, types something, gets an answer, closes the tab. They think they're using AI. they're using maybe 10% of it. I went through his entire lecture, built a practical system from what he was describing. 18 steps to actually use Claude the right way, with copy-paste prompts that work today. Full guide in the post below.
Anatoli Kopadze1,894,603 görüntüleme • 5 ay önce
Anthropic just dropped a 100% free course on Loop Engineering with Fable 5. This is the clearest breakdown of Claude Code and agentic loops you'll find anywhere. People are paying for tutorials that teach less than this one hour does. Watch it today, then read the step by step guide on building loops below.
Anatoli Kopadze1,110,788 görüntüleme • 3 ay önce
Google Brain founder, Andrew Ng: "100% of my tasks are done by ai agents, self-improving loops are next. Give it 3-6 months and prompting is gone." 31 minutes of clear explanation on building self-improving agents from scratch. Worth more than any $500 agentic course. Watch it, then read the full guide on loops below.
Anatoli Kopadze1,263,415 görüntüleme • 4 ay önce
Karpathy just said the people who don't use LLMs are already losing he spent 4 minutes explaining why smart people are still going to fall behind not only the people who refuse AI, but also those who think signing up for Claude counts as using it typing a prompt and reading what comes back isn't the skill, anyone can do that the real shift is going from asking AI things to building something that runs without you that's exactly why I wrote an article on Claude features most people don't even know exist read the article below and you'll already be ahead of 99% of people
Anatoli Kopadze1,216,279 görüntüleme • 4 ay önce
the engineer who built Claude Code just dropped a 28-minute video on how to write prompts that actually work I've seen $300 courses that don't cover what he shows in the first 10 minutes CLAUDE.md files, memory shortcuts, parallel sessions, prompting patterns all in one video and completely free after watching this, the next step is agents I wrote a full guide on how to build one yourself with Claude Code article below
Anatoli Kopadze1,314,162 görüntüleme • 4 ay önce
Godfather of AI: "If you sleep well tonight, you may not have understood this lecture." This 47-minute lecture is the best thing I've seen about AI in the last few months. Hinton built the neural networks behind every AI alive, then quit Google to warn us it's already ahead of us on most cognitive tasks. Despite that, most people open Claude, type one thing, close the tab and think they're using AI, but they're using maybe 10%. I turned his talk into 17 Claude features 99% of users never find. Watch the lecture, then read the article below.
Anatoli Kopadze1,036,111 görüntüleme • 3 ay önce