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 AI model is inconsistent. And adding more instructions to your prompt is making it worse. You write 800 words of detailed rules. You test it. It looks right. You ship it. Two weeks later — same code, same prompt, completely different severity labels across runs. Here's the problem nobody tells you: instructions describe what you want. Examples demonstrate it. And demonstration beats description every single time. In Episode 15 of the Claude Certified Architect Full Course Series, we go deep on few-shot prompting — the single most effective technique for turning inconsistent AI output into production-reliable output. Timestamps: 0:00 Introduction 1:18 800 words of prompt still wrong! 4:06 Instruction is the ceiling 5:44 Demonstration Beats Description 7:54 The Perfect Few Shot Example 9:08 Reasoning Driven Examples 11:16 Geometry of Generalization 12:52 The 2-4 Example Rule 15:08 Targeting the Fault Lines 17:26 Exam Scenario - Categorical & Structural Drift 18:24 Hands On Code Example 22:50 Exam Scenario Question 23:56 Exam Tips & Tricks What you'll learn: → Why detailed prose instructions hit an "instruction ceiling" → The 2–4 example rule — the exact number that works and why → How to identify which cases to target (hint: not the obvious ones) → Why your examples need reasoning, not just output labels → How generalization works — and why 8 examples is worse than 4 → Full implementations across CI/CD, data extraction, and customer support scenarios This maps directly to Task Statement 4.2 of the Claude Certified Architect Foundations exam — with a full drill question and key facts. Module 4 · Prompt Engineering & Structured Output · 18% exam weight 📚 Full playlist: https://www.youtube.com/watch?v=qIee1aqSAwY&list=PLviC8AFqAj5A9MHkRIn2fU5Ac2lEdJxNf Code & Slides Link - https://github.com/aakash1999/claude-certified-architect #FewShotPrompting #ClaudeCertifiedArchitect #PromptEngineering #ClaudeAI #AIEngineering #LLMEngineering #AnthropicClaude #AITutorial