The Hallway Track
Engineering Insights

How Web Search Actually Works | Parag Agrawal, Parallel Web Systems

Sequoia Capital · Aug 26, 2026 · Engineering Insights

Web search is a billion-to-billion matching problem across pages and queries

“it's a billion to billion matching problem, right? So, you have hundreds of billions of pages and hundreds of billions of queries over time. And you need to figure out how to match make across these two.”

Former Twitter CEO Parag Agrawal, now at Parallel Web Systems, explains the fundamentals of web search crawling, indexing, and multi-stage retrieval. The content is an educational explainer on search infrastructure mechanics rather than a new announcement. Relevant as context for AI-era search disruption but contains no novel signal.

web-search information-retrieval infrastructure Parag Agrawal Parallel Web Systems

Watch / read the original source →