https://aixl.academy/blog/ Interview question banks, learning paths and concept explainers for AI engineers. en https://aixl.academy/blog/llm-evals-cheat-sheet/ https://aixl.academy/blog/llm-evals-cheat-sheet/ Mon, 09 Nov 2026 03:30:00 GMT A one page guide to evaluating LLM and agent systems: code checks, rubrics, model judges, eval sets and when to run them. https://aixl.academy/blog/ai-engineering-system-design-interview-questions/ https://aixl.academy/blog/ai-engineering-system-design-interview-questions/ Sun, 08 Nov 2026 03:30:00 GMT Common system design questions for AI engineer and forward deployed engineer interviews, and what a strong answer covers for each. https://aixl.academy/blog/rag-evals-interview-questions/ https://aixl.academy/blog/rag-evals-interview-questions/ Fri, 06 Nov 2026 03:30:00 GMT 20 RAG and LLM evals interview questions for AI engineers, with what a strong answer covers: retrieval, chunking, re-ranking, regression evals, monitoring. https://aixl.academy/blog/fde-learning-path/ https://aixl.academy/blog/fde-learning-path/ Wed, 04 Nov 2026 03:30:00 GMT A step by step learning path for the forward deployed engineer role: model APIs, retrieval, evals, agents and tools, data access, domain knowledge and handover. https://aixl.academy/blog/fde-interview-questions/ https://aixl.academy/blog/fde-interview-questions/ Tue, 03 Nov 2026 03:30:00 GMT 25 forward deployed engineer interview questions grouped by what they test, with what a strong answer covers: discovery, data access, evals, agents, handover. https://aixl.academy/blog/agentic-ai-interview-questions/ https://aixl.academy/blog/agentic-ai-interview-questions/ Mon, 02 Nov 2026 03:30:00 GMT A question bank for agentic AI engineering interviews: workflows versus agents, the five common patterns, tool design, human checkpoints and testing.