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Towards AI14 min read

Your Knowledge Graph Is Measuring Your Pipeline, Not Your Subject: A Replication Attempt

I left a comment on a Medium piece a few weeks ago about agentic graph engineering across 82.8 million edges, the one about catching hidden vulnerabilities by walking task graphs, capability graphs, and run graphs instead of asking an LLM to reason over the whole mess.

By Ali Süleyman TOPUZTowards AI

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Originally published by Towards AI on Oct 2, 2026.

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