◈ KROMALOCA ACADEMY · MODULE 27 (PROFESSIONAL BUSINESS & CODE)
PROFESSIONAL · TOPIC 27⏱️ 7 MIN READ⚡ 10-QUESTION SCENARIO CHALLENGE

AI for Code: Rubber-Duck Debugging & Stack Trace Analysis

You don't need a computer science degree to fix software bugs with AI. Learn how to paste stack traces, isolate root causes, and write surgical fixes.

← View Academy Curriculum HubCurriculum Track: Professional Business & Code

In software engineering, there is a legendary technique called 'Rubber-Duck Debugging'. Whenever a programmer gets stuck on a nasty bug, they explain the problem out loud to a rubber bath duck sitting on their desk.

By forcing themselves to explain what the code is supposed to do step by step, the human brain uncovers the mistake. With an AI, that rubber duck talks back—and offers instant, working solutions.

The 4-Part Code Debugging Prompt

  • 1. The Environment: Language & framework (e.g. "React 19 with Vite and TypeScript").
  • 2. The Failing Code: The specific function wrapped in backticks (keep it under 50 lines).
  • 3. The Exact Error Message: The terminal stack trace or browser console error.
  • 4. The Expected vs Actual Behavior: "Expected the button to open a modal, but nothing happens and console shows 'TypeError: undefined'."
💻 THE ROOT CAUSE RULE

Always instruct the AI: "Explain the root cause of the error in 2 sentences before providing the code fix." Understanding why code broke prevents you from making the same mistake twice!

TEST YOUR PROMPTING INSTINCTS

Topic 27 Scenario Challenge.

10 real-world scenarios designed to test how you apply the techniques from this lesson.

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PASSING REQUIREMENT: 60% (6 OF 10 SCENARIOS)

You must achieve a minimum score of 60% on this challenge to unlock Lesson 28. Answers and technical rationales remain locked until all 10 scenarios are submitted.