Lesson 5 of 8 · Prompt Engineering Essentials for Better Results
In this lesson. Refusal, ramble, schema break, and sycophancy — with a fix for each.
What you will learn
- Common failure modes
- A repair card
- When to change the model instead
Walkthrough
You will keep a repair card: if ramble, add length and format; if schema break, add validation; if sycophancy, ask for critique. Engineers collect failures. This lesson starts your card.
Work through the ideas in order. After each point, pause and connect it to a task you already do — a document, a workflow, or a feature you own. The goal of Prompt Engineering Essentials for Better Results is usable skill, not a pile of notes.
If something is unclear, rewrite it in your own words before you continue. Teaching the step back to yourself is the fastest way to see gaps.
Practice
Log three real failures and the repair you used.
Keep the first attempt small. A finished example you can reuse beats a perfect plan you never run.
Check your understanding
- Can you explain the goal of this lesson in one sentence to a teammate?
- Where would you apply “Common failure modes” in your own work this week?
- What would you change on a second pass of the practice?
Next. Continue to the following lesson when the practice has a real artifact, even a rough one.