Why Your Scraping Pipelines Keep Breaking—And How to Fix It

Web scraping without official APIs relies on parsing HTML designed for humans, making scripts vulnerable to structural changes. When scrapers fail silently, broken data pipelines go undetected until downstream consumers complain. Adding observability and error tracing, like TracePilot, transforms reactive debugging into proactive monitoring, preventing recurring failures.