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OpenAI CEO Sam Altman explains how to use LLMs better than almost anyone by building loops and graphs that write prompts for you In this 78-minute talk, he shows exactly how to go from basic prompting to systems that can run without you step 1 → start with prompts... - give the model context, instructions, and a clear goal step 2 → turn prompts into agents - add tools and actions so the model can actually do the work step 3 → put agents inside loops - let them run, check results, and prompt themselves again step 4 → connect those loops into graphs - decide which agent runs next based on what happened before step 5 → let the graph keep running without you - same model, same tokens, completely different workflow Prompts → Agents → Loops → Graphs Most people stop after writing a good prompt You don't have to Watch it, bookmark it, then read the full graph engineering guide below ↓show more

Lunar

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24,148 views • 2 days ago •via X (Twitter)

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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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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.

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.

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606,360 views • 24 days ago

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.

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Anthropic hired this engineer at $250K-$750K a year because he knows how to build harnesses for multi-agent systems In this 15-minute workshop, he shows exactly how to build one from scratch AI → Agents → Harness → Loops → Graphs step 1 → start with the Claude Agent SDK - the harness handles loops, context, and sandboxing step 2 → separate the brain from the hands - reasoning in one place, tools in a sandbox, 60% faster to first token step 3 → run it server-side and log every step - close your laptop and it keeps running, crashes resume from the log step 4 → make failure cheap - retry dead sandboxes and replay lost context instead of starting over step 5 → turn yesterday's logs into new memory and skills - the harness wakes up smarter Anthropic calls this "dreaming" Most people spend weeks building this by hand You don't have to Bookmark and watch it Then read the full harness engineering guide below ↓

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181,710 views • 7 days ago

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40,133 views • 21 days ago