
Anatoli Kopadze
@AnatoliKopadze • 131,471 subscribers
Adapt or die
Shorts
Videos

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 Kopadze2,447,826 Aufrufe • vor 2 Tagen

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 Kopadze1,645,386 Aufrufe • vor 2 Tagen

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 build them from scratch, step by step. Most people are still doing all of this by hand. Watch the session, then read the step by step guide below on building all of them in a single chat, prompts included.
Anatoli Kopadze175,453 Aufrufe • vor 1 Tag

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 Kopadze2,100,446 Aufrufe • vor 10 Tagen

Anthropic engineer: "You don't need better prompts. You need graph engineering that makes agents remember everything." In 25 minutes he shows how engineers at Anthropic wire agents into a graph where each has a job, they run in parallel, verify each other, and share a memory that never resets. This beats any paid course on building agents I've seen. Watch it, then read the full guide on graph engineering below.
Anatoli Kopadze470,543 Aufrufe • vor 3 Tagen

Still the best hour on graph engineering ever recorded, Andrew Ng breaking down how to build agentic knowledge graphs from scratch: 00:00 - what agentic knowledge graphs actually are 03:05 - building a graph from scratch 13:58 - the architecture behind multi-agent systems 22:57 - building a real one with Google ADK 01:06:02 - why graphs are the future of AI agents I've seen $500 courses that teach less. Watch it, then take it further with my step-by-step guide on graph engineering below.
Anatoli Kopadze244,492 Aufrufe • vor 3 Tagen

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 Kopadze3,136,775 Aufrufe • vor 26 Tagen

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 Kopadze1,497,101 Aufrufe • vor 14 Tagen

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 Kopadze4,254,611 Aufrufe • vor 1 Monat

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 Kopadze8,378,847 Aufrufe • vor 2 Monaten

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 Kopadze1,098,598 Aufrufe • vor 17 Tagen

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 Kopadze6,301,512 Aufrufe • vor 2 Monaten

Anthropic engineer: "Most people are using Opus 5 and Fable 5 wrong. You can set them up right in one afternoon and stop overpaying every single day." In 29 minutes, he breaks down every Claude model, and why running them all the same way is a mistake. I took what he covers and turned it into a guide on how to always pick the right model and use 100% of what you're paying for. Watch the session first, then read the guide below.
Anatoli Kopadze74,326 Aufrufe • vor 1 Tag

Anthropic engineer: "You're not supposed to babysit the model. Put it in a graph, and it catches its own mistakes and runs a dozen tasks at once." In 25 minutes he breaks down exactly how Anthropic builds agents that run in parallel, check each other's work, and recover when one fails. Worth more than any paid course you'll find on building agents. Watch it, then read detailed guide on graph engineering below.
Anatoli Kopadze409,644 Aufrufe • vor 8 Tagen

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 Kopadze654,319 Aufrufe • vor 14 Tagen

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 Kopadze1,494,055 Aufrufe • vor 1 Monat

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 Kopadze1,917,031 Aufrufe • vor 1 Monat

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 Kopadze1,024,555 Aufrufe • vor 28 Tagen

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 Kopadze404,571 Aufrufe • vor 13 Tagen

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 Kopadze1,255,116 Aufrufe • vor 1 Monat