context engineering new guide draft

Explore 11 draft articles in the context engineering new guide draft category. Content ranges from early concepts to near-final drafts.

11 articlesUpdated over 7 years ago

Introduction

4 min read

# Introduction Imagine meeting a random colleague on the street and telling them: *"Dark Roasted Peru, Bean Lovers, sweet taste from South America"* They probably won't understand what you want. Ma...

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Part 1: Understanding Context Engineering

6 min read

# Part 1: Understanding Context Engineering --- # Chapter 1: Why Your AI Prompts Fail For a long time, I thought AI was like a search engine on steroids. Give it a question, get an answer. Then I t...

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Chapter 2: What Good Context Looks Like

6 min read

# Chapter 2: What Good Context Looks Like In the previous chapter, we saw why prompts fail without context. Now let's look at exactly what "good context" looks like—the practical patterns that get re...

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Part 2: The Practice

8 min read

# Part 2: The Practice --- # Chapter 3: Before You Prompt - Preparation You wouldn't hand a new colleague a sticky note saying "fix the app" and expect perfect results. Yet that's exactly how most ...

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Chapter 4: During and After - Iteration

8 min read

# Chapter 4: During and After - Iteration AI gave you something wrong. Do you send "sorry, I meant..." and hope for the best? Or do you know when to fix, when to restart, and how to actually teach AI...

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Chapter 5: Tools and Workflows

7 min read

# Chapter 5: Tools and Workflows People ask me which AI tool is best. Wrong question. The right question is: which tool is best for *what*? In this chapter, you'll learn: - How to divide tools by ta...

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Part 3: Real-World Application

8 min read

# Part 3: Real-World Application --- # Chapter 6: Practical Examples Enough theory. Let me show you exactly how context engineering looks in practice—six real examples with before and after compari...

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Chapter 7: Context Engineering for Teams

8 min read

# Chapter 7: Context Engineering for Teams "AI is hype, it doesn't work." I've heard this from teams who bought licenses, did 2-hour training, and expected magic. Here's what they missed. In this ch...

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Part 4: The Bigger Picture

7 min read

# Part 4: The Bigger Picture --- # Chapter 8: Vibe Coding vs Context Engineering Four months of work. Gone. No backups. No Git. Just AI and vibes. This is Vibe Coding's reality check. In this chap...

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Chapter 9: AI Won't Replace You

8 min read

# Chapter 9: AI Won't Replace You At first, you feel like a fraud. AI generates the code, the text, the design—and you feel like you did nothing. Here's why that feeling is wrong. In this chapter, y...

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Appendix

8 min read

# Appendix Quick reference materials for daily use. --- ## A: The 10 Key Advices ### Before You Prompt (5 Advices) | # | Advice | What It Means | |---|--------|---------------| | 1 | **Give the W...

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