How do we scale one analysis across many variables, groups, or files?
Operate on whole vectors when the operation is naturally elementwise.
Use iteration when a workflow must repeat across many inputs.
Automation can repeat mistakes faster than manual work.
Ask an LLM to automate a repeated task. Then make sure failures, warnings, and missing values are not hidden.
MATH 346