EP 18: AI Observability & Monitoring — How to Debug Production AI Systems | Agentic AI World

Description

🎙️ Episode 18 of your daily AI interview prep series! Today: AI Observability and Monitoring — the skills that separate senior AI engineers from juniors. What we cover: ✅ Why AI systems fail silently (data drift, concept drift, label drift) ✅ The 4 pillars of AI observability ✅ A step-by-step debugging framework for production AI ✅ Key LLM metrics: TTFT, hallucination rate, faithfulness ✅ Real interview scenarios + how to answer them ✅ Tools: LangSmith, Arize AI, Evidently AI, W&B 🔔 Subscribe for daily episodes — new topic every day! #AIInterviewPrep #MachineLearning #LLM #AIEngineering #AgenticAI #MLOps #AIObservability