API Patterns

Concepts: paApiIngestion

What They Want to Hear 'I paginate with cursors, not page numbers, because data can shift between pages during extraction. I store the raw API response before transforming so schema changes do not destroy historical data. For backfill, I request a bulk export from the vendor rather than crawling months of paginated responses through a rate-limited API.'