Register - Login - Forgotten Password

context engineering

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

by

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

Open this lesson

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

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

by

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

Open this lesson

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

Lesson 10: Working Effectively in Long LLM Conversations (Parent Q&A)

by

This guide explains how developers keep long AI coding conversations accurate and useful. Open Full Article...

Open this lesson

Lesson 10: Working Effectively in Long LLM Conversations

Lesson 10: Working Effectively in Long LLM Conversations (Teach This Topic)

by

This guide supports teaching learners how to manage long AI coding conversations without allowing requirements, assumptions or project state to become… Open Full Article...

Open this lesson

Lesson 10: Working Effectively in Long LLM Conversations

Lesson 10: Working Effectively in Long LLM Conversations

by

After hours of work, a developer’s AI conversation contains the original feature request, abandoned approaches, a corrected database assumption, an… Open Full Article...

Open this lesson

Lesson 10: Working Effectively in Long LLM Conversations

Lesson 9: Getting AI to Read and Investigate Before Coding (Teach This Topic)

by

This guide helps you teach an investigation-first approach to AI-assisted development. Open Full Article...

Open this lesson

Lesson 9: Getting AI to Read and Investigate Before Coding

Lesson 9: Getting AI to Read and Investigate Before Coding (Parent Q&A)

by

This guide explains why AI-assisted development should begin with investigation rather than immediate code changes. Open Full Article...

Open this lesson

Lesson 9: Getting AI to Read and Investigate Before Coding

Lesson 9: Getting AI to Read and Investigate Before Coding

by

The login is broken—replace the code. Open Full Article...

Open this lesson

Lesson 9: Getting AI to Read and Investigate Before Coding

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

by

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

Open this lesson

Lesson 7: Format, Audience and Communicating With the Model

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

by

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...

Open this lesson

Lesson 7: Format, Audience and Communicating With the Model