
Anatoli Kopadze
@AnatoliKopadze • 121,937 subscribers
Adapt or die
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Videos

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 Kopadze1,496,667 views • 1 day ago

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 Kopadze1,464,552 views • 5 days ago

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 Kopadze3,118,507 views • 17 days ago

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 Kopadze1,091,399 views • 8 days ago

A Google Cloud engineer just showed how to build a full app with Claude from scratch. He spent 26 minutes live on stage doing what most teams take weeks to do. Worth more than any $500 vibe-coding course, no team, no setup, just Claude and a goal. The ones who learn what Claude actually does are shipping what everyone else outsources to a team. Watch it, then read the guide below on the Claude features 99% of users never find.
Anatoli Kopadze387,830 views • 4 days ago

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 Kopadze4,249,657 views • 1 month ago

Demis Hassabis: "In the near future, one person who knows AI will outperform an entire startup team" I've watched hundreds of AI talks, this 60-minute Cambridge lecture is the one I wish I had seen a year ago. A Nobel Prize winner and the CEO of Google DeepMind just told you where this goes. The person who outperforms a whole team isn't smarter, they just know their tools deeper. Watch it, then read the full breakdown of the Claude features 99% never find below.
Anatoli Kopadze132,869 views • 2 days ago

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 Kopadze8,363,993 views • 2 months ago

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 Kopadze6,292,980 views • 2 months ago

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. Watch it, then read the guide below on the Claude features 99% of users never find.
Anatoli Kopadze251,777 views • 5 days ago

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 Kopadze1,490,596 views • 23 days ago

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 Kopadze1,911,249 views • 1 month ago

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 Kopadze1,021,299 views • 19 days ago

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 Kopadze1,253,548 views • 1 month ago

Spotify Chief Architect, Niklas Gustavsson: "Once we implemented loops in our workflow, our agent success rate went from 20-30% to 80%." 26 minutes with Claude Code creator Boris Cherny on how Spotify runs AI agents across 20 million lines of code. Today 73% of their code is written by AI, most merged without a human ever seeing it. The model matters less than the loop you build around it. Watch it, then read the full guide on building loops below.
Anatoli Kopadze839,876 views • 24 days ago

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 Kopadze1,211,108 views • 1 month ago

Anthropic engineer: "Fable 5 is already smarter than we know how to use. The bottleneck was never the AI, it's you." In 19 minutes he shows exactly how to get everything out of Claude with no extra tools, no extra costs. You're already paying for all of this, just not using it. Watch the session, then read the guide below on the Claude features 99% of users never find.
Anatoli Kopadze459,141 views • 17 days ago

Google just dropped a free 8-minute lesson on building your first AI agent. This is the clearest explanation of AI agents and loops you'll find anywhere. People are paying $500 for courses that teach less than this. Watch it, then read the step by step guide on building loops for your agents below.
Anatoli Kopadze735,286 views • 27 days ago

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 Kopadze1,276,651 views • 1 month ago

Head of Engineering Shopify: "AI writes the code, AI reviews the code. Your job is just to write the loops around it." 26 minutes on how AI changed the way 3,000 engineers work inside a single company. Ignoring it while everyone else uses AI to do more is the fastest way to fall behind. Watch it, then read the step by step guide on loops below.
Anatoli Kopadze711,611 views • 28 days ago