Your AI Agent Has Amnesia — Here's How to Fix It (MCP + Mem0 + Qdrant)

A deep dive into building persistent, scope-aware memory for multi-agent AI systems. How a CPU cache hierarchy analogy, neuroscience-inspired decay, and the MCP protocol come together to give your agents long-term memory.