Review a plan or chosen implementation approach at a principal-engineer bar for scalability, memory footprint, and maintainability BEFORE any code is written. Use during planning - after verify-spec - when a plan involves large data volumes, file or stream I/O, batch processing, database inserts, or any explicit "will this scale" concern.
