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CodeSnippet -> ExecutionResult
Execute database queries and analysis scripts inside an active background Jupyter kernel to maintain execution context across session turns.
Problem it solves
Stateless database calls lose session metadata, temporary tables, and in-memory variables between sequential agent prompts.
Consumes
Emits
The real projects this mechanism was found in. Attribution is the point — this is how the best teams actually do it.