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Prompt Engineering Deep Dive

Advanced Architecture

Beyond the Four Components

Beyond the Four Components — Quick Check

Prompt Chaining Strategies

Prompt Chaining Strategies — Quick Check

Managing Long Context Effectively

Managing Long Context Effectively — Quick Check

Building a Reusable Prompt Library

Building a Reusable Prompt Library — Quick Check

Reasoning & Control

Chain-of-Thought Deep Dive

Chain-of-Thought Deep Dive — Quick Check

Self-Critique & Refinement Loops

Self-Critique & Refinement Loops — Quick Check

Structured Output with Schemas

Structured Output with Schemas — Quick Check

Constrained Generation Techniques

Constrained Generation Techniques — Quick Check

Applied Patterns & Evaluation

Prompting for Analysis & Research

Prompting for Analysis & Research — Quick Check

Prompting for Brand Voice & Creative Work

Prompting for Brand Voice & Creative Work — Quick Check

Testing & A/B Comparing Prompts

Testing & A/B Comparing Prompts — Quick Check

Capstone — Rebuild Your Top 5 Prompts

Capstone — Rebuild Your Top 5 Prompts — Quick Check

Building a Reusable Prompt Library — Quick Check

Prompt Engineering Deep Dive
Advanced Architecture
Building a Reusable Prompt Library
Building a Reusable Prompt Library — Quick Check

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Question 1 of 3

1. Question

You’ve refined a client-email prompt through five iterations and the current version works well. What’s the best practice when you want to try a sixth improvement?

Overwrite the current version directly since it's an improvement
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Keep the current version, save the new one separately with a note on what changed and why, so you can compare or roll back
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Start over from scratch each time
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Ask a colleague to write a completely different prompt
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Question 2 of 3

2. Question

A prompt library organized purely by the date each prompt was created is missing what?

Nothing, chronological order is fine
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Organization by task/job-to-be-done, which is what makes a library findable and reusable
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Color coding
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A search function
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Question 3 of 3

3. Question

Why is it useful to note *why* a template works (e.g., ‘the negative example eliminates corporate-speak’) rather than just saving the final prompt text?

It's not useful, the prompt text is all that matters
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It tells future-you which lines are load-bearing when adapting the template, so you don't accidentally remove the part doing the real work
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It's required for the prompt to function
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It makes the prompt run faster
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