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Recently, the Claude Code team has launched a major new Memory feature.
The biggest pain point for AI Agents isn’t logical reasoning ability at all—it’s memory management.
During vibe coding sessions, the most common scenario is this: you spend an entire afternoon in conversation, finally getting the AI to understand a complex project architecture and code standards, only for a new chat session to start, and it becomes a blank slate again—everything has to be taught from scratch.
To address this pain point, various memory-related products or plugins like mem have appeared on the market, but solving one problem often introduces new ones.
Building such a memory system typically relies on external vector databases, requires installing additional components, and many of these memory systems are black boxes—you can’t see or touch them, making maintenance very difficult.
