Duplicate reviews were quietly multiplying my LLM costs. The two-layer dedup and retry design that fixed it in a multi-tenant Voice-of-Customer pipeline.
Source: [HackerNoon](https://hackernoon.com/how-my-scraper-went-from-20-minutes-to-under-10-without-losing-a-single-review?source=rss)