Write the problem hypothesis
For [user], the agent loses or retrieves [information] incorrectly across [scope], causing [wrong action or repeated work].
You can name one user, one situation and one measurable consequence without proposing a feature.Evidence observed in crewAIInc/crewAI, a Agent Infrastructure project.
Reporter context: Feature Area Core functionality Is your feature request related to a an existing bug? Please link it here. NA - not related to an existing bug Describe the solution you'd like In multi-agent CrewAI crews, agents share memory (short-term, long-term, entity memory). A compromised or manipulated agent can poison shared…Excerpted from the public Issue. Read the complete thread before interpreting it.
For [user], the agent loses or retrieves [information] incorrectly across [scope], causing [wrong action or repeated work].
You can name one user, one situation and one measurable consequence without proposing a feature.Test one constrained memory scope with a small real dataset and a written expected-recall benchmark.
The system retrieves the right evidence across repeated sessions without leaking or inventing context.Information has value only when it changes action. This page turns one public signal into a bounded validation exercise. It is a research aid, not proof of demand, investment advice or a product recommendation.