This playlist is dedicated to the full course for the Claude Certified Architect, I have made it in a way such that once you go through the videos and concepts that I have explained here it should be enough to pass the exam, the playlist is still getting updated so stay tuned!
Curated by: Peace Of Code (23 videos)
Your pipeline is crashing. Not because your prompt is bad. Because your output isn't structured — and "asking nicely" doesn't cut it in production. Timestamps: 0:00 Introduction 1:08 Why Structured Output is Necessary 2:50 Exam Context 3:54 Why Freeform Prompting Breaks 7:06 Fake Tooling and tool_use for structured output 13:42 tool_choice 17:40 Schema Design 19:46 Syntax Vs Semantics 21:36 Syntax Vs Semantic Errors 23:00 Required and Nullable 23:54 The Self Correcting Retry Loop 29:40 When The Retry Loop Fails? 30:40 Exam Scenario Architecture 34:04 Exam Questions 36:00 Exam flash cards Episode 16 of the Claude Certified Architect full course covers Task Statements 4.3 and 4.4 — the two most practical skills in Module 4. We go deep on tool_use with JSON schemas (the most reliable structured output mechanism in the Claude API), the syntax vs semantic error distinction that trips up most developers, the nullable fields pattern that stops the model fabricating data, and how to build a retry loop that actually recovers from failures. This is 20% of your exam — and one of the most directly applicable skills you'll use in production AI systems. 🎯 WHAT YOU'LL LEARN ✅ Why tool_use beats prompt-based JSON every time ✅ How to design JSON schemas that prevent hallucinated field values ✅ The exact difference between syntax and semantic errors (exam-tested) ✅ How to build a retry loop with error feedback that self-corrects ✅ When to stop retrying and route to human review 📌 FULL COURSE PLAYLIST → https://www.youtube.com/watch?v=FbIcU6YFrhw&list=PLviC8AFqAj5A9MHkRIn2fU5Ac2lEdJxNf Exam weight for this module: 20% (Domain 4 — Prompt Engineering & Structured Output) #ClaudeAI #ClaudeCertifiedArchitect #StructuredOutput #tool_use #promptengineering