Crystals: agent memory that arrives before you act
This story is from 2026-09-25. It is preserved in the archive; the latest stories are on the live feed.
Most agent memory is a search box. The model wonders something, a retriever runs, chunks come back. That design has one load-bearing hole: retrieval fires only when the agent already suspects it needs help. The expensive mistakes are the confident ones, and a confident agent never queries. So we pu…
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- 2026-09-25 20:44 · DEV Community — AI
Crystals: agent memory that arrives before you act