I Built a Job Listing + E-commerce API Dataset in 4 Hours, No Code

The problem with "just build your own API" If you've ever wanted a personal dataset (job listings, product prices, whatever) you know the real cost isn't the idea, it's the pipeline. Scraping. Cleaning. Storage. Refreshing on a schedule. Serving it over an API. Handling schema drift when the source site redesigns. Every one of those is its own mini-project, and each is its own source of friction. I wanted a dataset combining Amazon products for developers and job listings scraped from multiple s