
Persistent Agents
Agent Memory Architecture Beyond Vector Databases
Agents need memory systems that track truth and relationships, not just retrieve similarity.
Rahul Venkatesan · October 1, 2026 · 14 min read
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A technical publication on agent-native infrastructure, persistent VM architecture, and deploying production AI agents at scale.








Agents need memory systems that track truth and relationships, not just retrieve similarity.

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