Lesson 18: Reviewing AI Code and Challenging the Model (Parent Q&A)
This guide explains why AI-generated code needs careful review before acceptance. It distinguishes a working result from sufficient evidence for approval. Open Full Article...
software architecture
Lesson 18: Reviewing AI Code and Challenging the Model (Teach This Topic)
This guide supports teaching learners to review AI-generated code and the behaviour of the agent that produced it. Open Full Article...
Lesson 18: Reviewing AI Code and Challenging the Model
An AI coding agent reports, “Feature complete: all tests pass,” yet its diff adds an unrelated dependency, changes a public function, weakens error… Open Full Article...
Lesson 15: Asking AI to Write New Features Properly (Parent Q&A)
This lesson explains why a complete software feature involves more than generating an isolated code snippet. Open Full Article...
Lesson 15: Asking AI to Write New Features Properly
Add saved favourites to this application sounds like a small coding request, but what would make the feature genuinely complete? Open Full Article...
Lesson 15: Asking AI to Write New Features Properly (Teach This Topic)
This guide supports a lesson on planning complete software features with AI rather than requesting isolated code snippets. 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 5: Context Engineering: Giving the AI What It Needs (Parent Q&A)
This guide explains how context engineering supports reliable reasoning in AI-assisted software development. Open Full Article...
