The candidate presents a past technical project they have worked on — ideally one with high technical complexity and relevance to the team's domain (e.g., AI/LLM systems, distributed systems). The interviewer then conducts a deep-dive Q&A lasting roughly 45–60 minutes, probing the candidate's understanding of why specific decisions were made,…