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Andrej Karpathy: "Prompting is going away. Delete everything, keep Graph." In 69 minutes he shows how to build Graphs, and why it's the only thing that will be left standing at the end Prompts → Agents → Loops → Graphs a loop keeps one agent working until the job... show more

Callan

1,124 subscribers

493,407 views • 4 days ago •via X (Twitter)

Education Science & Technology

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27 Comments

Chris S.3 days ago

The truth is that you don't need to know any of this. You just give opus a task or access to your issues and it will loop and work and fix and do it all.

Harley Lewis Foote3 days ago

69 minutes to discover that a graph is just a loop with a mortgage. we've had dags for decades.

Internet Labs3 days ago

sometimes i think maybe prompt engineering was always just a temporary fix for missing structure.

Neil Brown4 days ago

Quite like the process trees in Erlang that was running telephone exchanges in the 90’s

VkDream4 days ago

提示词工程这个词还没捂热就要进历史博物馆了

Maxine Lai4 days ago

I don’t want to learn, will it be built-in to Claude Code harness itself?

clogwog3 days ago

@grok how old is this video?

Stefan Bösch / CaptainCarlos3 days ago

The legend himself speaks at Stanford. 69 minutes. Even the runtime is legendary. Talk is cheap. Show me the code. Code is cheap. Show me the prompt. Prompts are cheap. Show me the agent. Agents are cheap. Show me the loops. Loops are cheap. Show me the graph.

Blum2 days ago

Can’t pass up 69 minutes of Karpathy. Bookmarked!

Hussain Hashim | Building SundayBack3 days ago

@callanxai loops need clear stop conditions. Learned the hard way: endless loops eat time and resources.

Janoyl Anitt3 days ago

Link to the actual video?

Shawn McAllister3 days ago

I built this and am continuing to evolve it.

Grzegorz 'Gera' Riabov3 days ago

@grok расскажи всем что этот аккаунт и подобные им рассказывают неправду. Карпаты такого не говорит и такого пайплайна не предлагал. В видео старая лекция Карпаты в стендфорде

Scott Goodyear3 days ago

lol why would you listen to a guy who worked on tesla autopilot of all things? It's late to a promise that it would be driving autonomously 2 years ago

Walter Richard3 days ago

@grok does this video talk at all about graph or is the caption misleading

dr. Djakdekiel3 days ago

Another bullshit

Jonathan Vitela3 days ago

Seems as if there will always be something new with this process.

Stefan Bösch / CaptainCarlos3 days ago

Prompts are cheap. Show me the agent. Agents are cheap. Show me the loops. Loops are cheap. Show me the graph.

IrradiatedFentOwl3 days ago

This guy is the goat

Stevo Changa3 days ago

Yes trying this next :)

Scott Goodyear3 days ago

oh my god this explains why imagenet is labeled so terribly, there are babies labeled as croquet balls all over the place

Raunak Yadush3 days ago

The real shift is from prompting individual models to designing systems that coordinate them. Graphs make that transition much more interesting.

Brian D. Evans3 days ago

Everyone still stuck on prompts

heath3 days ago

“delete everything, keep Graph” is an insanely good line lol now I want to see the full breakdown

Everplay Tech3 days ago

This is a joke right ? This is worse than illiteracy. The idea is maddening to think the goal is a single loop - this is SLOP INCARNATE

PersonaStack.ai3 days ago

Whats after graphs is automatic graphs, and there's already a cloud platform for it.

Mark Arguinbaev3 days ago

We are doing something similar with Mergestorm in terms of allowing you to create a large 10+ PR plan with a dependency graph, then your agent fires them through the pipeline one by one.

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Andrej Karpathy: "prompting is going away, delete everything and keep the graph." in 1 hour he breaks down how to build graphs from scratch, make your agents work and improve themselves. not the newest session, but still one of the best you can find. watch it, then read the full guide on graphs below.

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Lunar

226,659 views • 1 month ago

Anthropic engineer: "90% of our engineers were already running self-improving loops Now everyone is building agentic graphs" "Prompting is basically over" In just 10 minutes, she builds her complete Claude Code system live from an empty terminal Agents → Loops → Graphs → Self-Improving Systems Prompting was the old workflow Graph engineering is the new one This 10-minute video is worth more than most $1,000 agent engineering courses Watch it today Then save the full guide below before everyone catches up ↓

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530,728 views • 3 days ago

Sam Altman (CEO of OpenAI): "You don't need to write prompts anymore. You need loops and graphs that write them for you." in 78 minutes he explains how to use LLMs better than almost anyone does Prompts → Agents → Loops → Graphs that is the whole difference between using AI and having AI work for you same model, same tokens, and the only thing that changes is the shape you run it in watch it today, then save the full graph engineering guide below

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Hanako

289,557 views • 25 days ago

Google engineer: "We don't prompt agents anymore. We build Loops and Graphs that prompt them for us." In 30 minutes he shows how they build agents at Google that do all the work, and why Loops are what make it possible. The missing piece most people skip: you're not supposed to talk to your agents. You're supposed to build the Loop that does. Watch it, then read the full guide on loops and graphs below

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Mahax

28,167 views • 1 month ago