AI Engineering Part 2: Evaluation, Prompt Engineering, RAG, Agents & Fine-Tuning

🎙️ Welcome to Beyond System Design Podcast — Think Like a Staff Engineer! 🚀 Explore AI Engineering through practical discussions on evaluating AI systems, prompt engineering, Retrieval-Augmented Generation (RAG), AI agents, and fine-tuning foundation models. 🤖 Learn how to select the right AI model, optimize prompts, build intelligent RAG applications, use tools and agent memory, and protect systems against prompt injection and jailbreak attacks. 🏗️ Understand evaluation pipelines, model benchmarks, embeddings, retrieval optimization, quantization, PEFT, and the trade-offs between RAG and fine-tuning—with real-world engineering examples. 💡 Join our two-person conversational podcast to move beyond theory and learn how to build reliable, cost-effective, production-ready AI applications. 🔔 Subscribe to Beyond System Design Podcast for AI Engineering, System Design, Distributed Systems, Backend Architecture, and Staff Engineer-level insights. #AIEngineering #PromptEngineering #RAG #AIAgents #FineTuning #FoundationModels #GenerativeAI #SystemDesign #BeyondSystemDesign #SoftwareEngineering