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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

Managing Long Context Effectively — Quick Check

Prompt Engineering Deep Dive
Advanced Architecture
Managing Long Context Effectively
Managing Long Context Effectively — Quick Check

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Question 1 of 3

1. Question

You paste three related documents into one prompt without labeling them, then ask a question that requires comparing all three. What’s the most likely failure mode?

Claude will refuse to answer
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Claude may blend or misattribute information across the unlabeled sources since it has to guess where each one starts and ends
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The prompt will be too long to process
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Nothing — labeling doesn't matter
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Question 2 of 3

2. Question

For a prompt with a long pasted document followed by a question, where should the question go for the best results?

Before the document
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It doesn't matter
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After the document, restated in full, right before Claude starts generating
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Split in half, with part before and part after
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Question 3 of 3

3. Question

You need Claude to pull exact dollar figures from a dense 40-page financial report and you can’t afford to get a number wrong. What single addition to your prompt most reduces that risk?

Asking Claude to answer faster
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Asking Claude to quote the exact source sentence alongside every figure it reports
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Converting the report to all caps
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Asking the question twice in the same prompt
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