Discussing an Anthropic blog, a user says the company uses an internal framework for long-lived agents with individual identities. They see this as evidence that economic incentives increasingly favor persistent agents over task-scoped ones. The user believes Anthropic still compresses most of an agent’s context in one step when its context window is nearly full. They argue that this risks losing continuity and important information compared with compressing smaller chunks iteratively—an approach they say Connectome uses.