Direct link: the 11-page 'Graph Engineering' PDF on scaling Karpathy's loop to agent graphs

mdancho84 · x · 2026-10-21

The author shared the direct link and first-page screenshot of the 11-page PDF Graph Engineering: The Karpathy Loop, Improved 1000x by Itself (The Anthropic Playbook). Independently compiled from Anthropic's Knowledge Graph Construction Cookbook and Karpathy's public materials, it lays out a staged path from a single-agent loop to DAG-based multi-agent collaboration, with a typed knowledge graph as shared memory.

Related event: Anthropic Engineer Releases Graph Engineering Guide Improving the Karpathy Loop(2 posts)→

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