Key-Value Pairs

Key-value pairs, INI files, and CSV configurations are the simplest data formats you will encounter, yet they continue to drive the operational layers of modern automation tools and security workflows. This chapter focuses directly on the execution mechanics required to parse and manipulate these formats efficiently using Bash and Python. Moving past abstract definitions, this section delivers the practical scripting skills necessary to process raw configuration data and ensure data integrity across your automation layers.