Callan

Talk clips on agent loops and graph engineering, each linking a guide

Near-identical quote posts that share a talk or course video credited to an AI figure (Altman, Andrew Ng, Karpathy, Jensen Huang, an 'Anthropic engineer') and repeat the Prompts to Agents to Loops to Graphs framing. Every post ends by pointing to a graph engineering guide. A couple of September posts promote Jev and its founder's talk.

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writes for English-speaking AI beginners who save free courses and agent engineering guides · Worldwide, in English

what they post about

share of their 40 recent posts

Loops and graph engineering70%

Free AI courses22%

Jev decision layer8%

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what usually flies

their posts by reach · 1,132,050 views on record

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 26 sep 26 · x post496kviews2.2klikessee it →

Sam Altman (CEO of OpenAI): "You don't need to write prompts anymore. You need loops and graphs." In 39 minutes he explains how to use LLMs better than almost a3 sep 26 · x post255kviews706likessee it →

Andrej Karpathy spent 8 years at OpenAI and Tesla Last week, he condensed everything he knows into one free 2-hour lecture Agents → Loops → Graphs → Self-Improv27 sep 26 · x post200kviews824likessee it →

Google Brain founder, Andrew Ng: "Prompting will die in 6 months. Loops and graphs are what's replacing it." In 97 minutes he shows how to build agents that pla24 sep 26 · x post79kviews425likessee it →

Anthropic engineer: "At Anthropic we don't write prompts anymore. We build loops and graphs." In 29 minutes she shows how Anthropic builds agents that remember,25 sep 26 · x post59kviews183likessee it →

Google Brain founder, Andrew Ng: "Prompting will die in 6 months. Loops and graphs are what's replacing it." In this 1-hour Stanford lecture he explains what th23 sep 26 · x post43kviews187likessee it →

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