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I Gave a Fraud Agent No Vector Store and No Cypher. It Remembered Anyway.

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Dev.to | Oct 18, 2026 | Mihir Rabari

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What matters is how it found it: a fulltext query over Finding and Case nodes, in the same FalkorDB graph that holds the bank's accounts. Every case the agent opened persisted as graph memory: findings, links, timestamps. Every later investigation follows it, and every change has a paper trail.

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