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Lesson 11: Debugging With AI Without Falling Into the Guessing Loop (Parent Q&A)

This guide explains how AI can support systematic software debugging without encouraging speculative changes. Open Full Article...

Lesson 11: Debugging With AI Without Falling Into the Guessing Loop (Teach This Topic)

This guide supports a discussion and reasoning session about using AI for systematic software debugging without running software or changing code. Open Full Article...

Lesson 11: Debugging With AI Without Falling Into the Guessing Loop

What happens when an AI hears “it still doesn’t work” four times and responds with four unrelated code changes? Open Full Article...

Lesson 7: Format, Audience and Communicating With the Model (Parent Q&A)

This guide explains why an AI response can be technically correct but still unsuitable for its intended use. Open Full Article...

Lesson 7: Format, Audience and Communicating With the Model (Teach This Topic)

This guide supports a home-educating parent teaching how an AI response can be accurate but unsuitable for its intended consumer or next stage of work. Open Full Article...

Lesson 7: Format, Audience and Communicating With the Model

A small coding problem can produce five different answers: a full source file, JSON, a test report, an implementation plan or a plain explanation for… Open Full Article...

Lesson 8: Project Instructions and Persistent Context (Parent Q&A)

This guide supports parents explaining how AI coding agents use durable project instructions alongside a current task. Open Full Article...

Lesson 8: Project Instructions and Persistent Context (Teach This Topic)

This guide supports teaching how AI coding agents use lasting project guidance alongside the immediate details of a task. Open Full Article...

Lesson 8: Project Instructions and Persistent Context

What if a developer had to remind an AI coding agent about the same framework, folder layout, testing method and coding rules every morning? Open Full Article...

Lesson 4: Goals, Requirements and Specifications (Parent Q&A)

This guide explains how an initial software request becomes a clear specification before implementation begins. Open Full Article...