Comparisons
TheoMemory vs Mem0 — honest tradeoffs
Mem0 is a category leader in agent memory. TheoMemory is the memory layer of the Theo ecosystem. Honest comparison of what each one does best.
Paulo HenriqueTag
#memory
3 posts tagged with memory.
Paulo Henrique
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.
Paulo Henrique
Engineering
The five components of an agent memory system
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.
Paulo Henrique