
Engineering
Memory and Context: the unidirectional rule that holds it together
Memory → Context, never the reverse. Four design rules (D1–D4) from cross-validating 12 production implementations — and the failure mode each one prevents.
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2 posts tagged with memory.

Engineering
Memory → Context, never the reverse. Four design rules (D1–D4) from cross-validating 12 production implementations — and the failure mode each one prevents.

Engineering
A memory layer is not just a vector store. The taxonomy that emerges from production implementations and the CoALA paper is five components — Store, Write, Recall, Dream, Auxiliary LLM — and they cooperate in a continuous loop.