Bit.dev vs Extractor

“Component isolation done right. Independent versioning and testing per component is how design systems should work.”

“Schema-driven extraction with LLM fallback is exactly right. Traditional scrapers break on every site redesign — Extractor adapts because it understands the content semantically. The TypeScript-first approach with strong typing on outputs is chef's kiss for building data pipelines.”

“The learning curve is steep and the tooling has rough edges. Storybook + npm packages achieve 80% of the value.”

“LLM extraction costs add up fast at scale. But for the use cases where you need it — scraping sites with unpredictable layouts, extracting from pages that change frequently — the reliability improvement over CSS selectors easily justifies the token spend.”

“Component discovery and documentation are excellent. Designers can browse and understand available components easily.”

“I have been using this to pull structured data from competitor landing pages and product directories. The schema definition is intuitive and the extraction quality is surprisingly consistent even across wildly different page designs.”