AI Interview Prep delivers in-depth insights into advanced NLP, CV, RL, LLMs, ML System Design. We highlight common traps and proven strategies to help engineers excel in technical interviews.
| Platform |  | Pricing | Freemium | Publishes | Daily |
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| Issues | 337 | Founded | a year ago | Last Issue | 4 days ago |
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AI Agent Engineering Interview #5 - The History Corruption Trap
You’re in a Senior AI Engineer interview at Anthropic and the interviewer asks:
“Your long-running agent crashes mid-task. You resume from the saved history, and the API rejects the entire conversation. Nothing looks malformed. What invari...
AI Agent Engineering Interview #4 - The Skill Trigger Trap
You’re in a Senior AI Engineer interview at Google DeepMind and the interviewer asks:
“Your agent ignores a skill that would obviously help. On unrelated tasks, it loads a skill that doesn’t apply. Is this a prompt problem, a model problem...
AI Agent Engineering Interview #3 - The Tool-Call Trap
You’re in a Senior AI Engineer interview at Google DeepMind and the interviewer asks:
“You swap your agent’s backbone from DeepSeek to Qwen to cut costs. Same prompts, same tool schemas. Suddenly tool calls silently stop executing. No erro...
AI Agent Engineering Interview #2 - The Skill Overload Trap
Why tools fail on selection, not storage, and how to prove instruction hijacking when extra capabilities start destroying agent performance.
You’re in a Senior AI Engineer interview at Anthropic and the interviewer asks:
AI Agent Engineering Interview #1 - The Meta-Tool Trap
You’re in a Senior AI Engineer interview at Google and the interviewer asks:
“Your agent has 70 REST tools and needs 12 sequential calls to compare smartphone prices across 4 countries. Switching to code execution raises success rates and...
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Authors
The writers behind this newsletter.
I share: - AI interview questions & answers - Practical LLM engineering tips - Industry news & breakthroughs My goal is to help engineers, builders, and curious learners stay sharp, grow fast, and become world-class in AI..
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