Beyond Static Context: Building a Dual-Tier Memory Architecture with L1 Scratchpad and L2 Vault for Adaptive AI Agents
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Beyond Static Context: Building a Dual-Tier Memory Architecture with L1 Scratchpad and L2 Vault for Adaptive AI Agents Traditional LLM context windows are a bottleneck. Discover a dual-tier AI memory architecture—pairing a fast L1 scratchpad with a persistent L2 vector vault—that allows agents to h…
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- 2026-09-25 02:41 · DEV Community — AI
Beyond Static Context: Building a Dual-Tier Memory Architecture with L1 Scratchpad and L2 Vault for Adaptive AI Agents