As companies grow, knowledge gets scattered everywhere.Business logic lives in backend services, product decisions are buried in docs, and metrics are hidden inside SQL dashboards. Simple questions like: “How exactly is placement rate calculated?” suddenly require multiple people to answer. Over time, this becomes expensive. Engineers spend time answering