When an API project needs to change its data source without the customer noticing, unit tests are not enough. This is the story of how I built a custom comparison pipeline to close that gap — alone, incrementally, and with a little help from ChatGPT.

How to run Postman collections from the command line with Newman and wrap the output in a bash script that actually tells you what went wrong.