Why Memory Works in One Chat but Fails in the Next

When information is remembered within one chat but not another, the issue should be diagnosed by verifying durable persistence, identity continuity, retrieval scope, and prompt inclusion before changing models. Testing should use a synthetic fact saved through the application’s standard workflow, with source identifiers, processing status, and asynchronous ingestion delays documented to distinguish readiness problems from failed writes. Identity checks should compare users, tenants, workspaces, and memory namespaces across sessions and client platforms, including account transitions and shared-scope risks. Retrieval testing should inspect whether evidence is returned and whether it survives ranking, truncation, and context assembly before reaching the model. Full lifecycle tests from fresh sessions and separate user accounts, including correction and deletion of records, can distinguish persistent scoped memory from cached responses or chat history.

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