Home

Why RAG Is (Still) Not Dead: The Enduring Value of Retrieval in the Era of Expanding Context Windows

Every time a new Large Language Model debuts, the headlines follow a predictable pattern: “New Model with 1M Token Context!” Then come the hot takes: “RAG is Dead!” “No More Need for Retrieval!” “Just Dump All Your Data Into The Model!” But if you’ve actually implemented AI systems that solve real business problems, you know that’s not how it w...

Read more

The Art of Interface Design: Making Good APIs that Scale

Why Well-Designed Interfaces Are Your Team’s Secret Weapon As I’ve led engineering and data science teams across companies like Google, LinkedIn, and now as VP of Engineering & Data Science, I’ve observed a pattern: teams that invest in thoughtful interface design consistently outperform those that don’t. The most expensive technical debt i...

Read more