Research tagged Context Engineering.

The Contact Graph: why agents need a social network, not a database

Agent memory today is a vector store — text chunks retrieved by keyword similarity. That breaks the moment you need to remember who said what, how reliable they were, or what they still owe you. Here's a different primitive: the contact graph. Memory modeled as a social network, with facts attached to relationships.