3 articles tagged
Anthropic brought memory stores to self-hosted Managed Agents sandboxes on 19 August 2026. It is a download-and-sync copy, not a mount, and the limits are specific enough to change how you run workers.
Agent memory moved to production in 2026. Mem0 is a vector-first layer, Zep a temporal graph, Letta a stateful runtime, Cloudflare an edge service in beta. A pricing, benchmark and architecture comparison.
Shubham Saboo's Always-On Memory Agent stores memory in SQLite and consolidates it every 30 minutes with no embeddings. We compare it to RAG on cost, latency and scale, and when to drop the vector database.
