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Joshua Sum

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Joshua Sum

Data at Scale
June 18, 2026

What Happens To Agent Memory When You Swap The Model? Two Practitioners Are Building The Answer In The Database Layer.

A startup founder running three databases for a single agent and a Snap engineer burning 5 billion tokens a day on an AI RPG are converging on the same conclusion: the database layer is the only part of the stack that survives a model swap.

Featured Artıcle

If you want to actually capture what people are thinking, how the processes work, the only way is at the harness level. Even if you change the model, you keep all that knowledge in the memory.

Joshua Sum
Founder & CEO
Morphic
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