adk run linux_admin "Query" --session_service_uri memory://
Run an agent with an in-memory session store
Forces a throwaway in-memory session service — every run starts empty and nothing persists. Ideal for automated tests and CI smoke checks where leftover state would pollute results. Sessions vanish when the process exits.
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