The interview covered two main areas — behavioural questions around core VIBE values and a technical panel focused on Python design patterns, LangGraph, agentic AI systems, and RAG pipeline architecture. The technical round was conversational rather than a coding test, focusing on real production experience and trade-off reasoning.