Pattern: AI Memory Layers Are Consolidating Into a Distinct Infrastructure Category

GitHub (multiple)·medium signal

mem0 (universal memory layer), thedotmack/claude-mem (session capture and inject), and MemPalace/mempalace (benchmarked open-source memory) are all racing to be the cross-session substrate that lives outside the model. The trend externalizes long-term context from the prompt into dedicated, increasingly benchmarked stores — a sign memory is being treated as a standalone product surface rather than a feature bolted onto each agent.