Home / Playbooks
04 / Playbooks
AI engineer interview playbooks
Practical answer frameworks, production tradeoffs, and follow-up angles for real AI engineering interviews. Read them like field notes, not marketing pages.
P · 01
Senior
High
Free
How do you build effective AI agents?
The interviewer is watching for the opposite of what most candidates do. Most candidates open with complex multi-agent systems and framework names. The signal they are looking for is restraint: do you know when not to…
⏱ 14 min
▣ AI Agents
P · 02
Senior
High
Free
What is an AI agent, and how does it differ from a simple LLM call?
The trap here is agent hype. A weak answer treats an agent like an LLM plus tools. The interviewer is usually probing whether you understand the operational difference between one-shot generation and a loop that can…
⏱ 14 min
▣ AI Agents