Lesson 1: Coding Has Changed: Working With AI as a Developer (Parent Q&A)
This guide explains how AI is changing professional software development and what responsibility remains with developers. Open Full Article...
context engineering
Lesson 1: Coding Has Changed: Working With AI as a Developer
If an AI agent can inspect a repository, plan a feature, change files and run tests, what is the developer actually responsible for? Open Full Article...
Lesson 8: Rules, Skills, Memory and Reusable AI Instructions
Should an AI coding agent receive every instruction you have ever written every time it changes one file? Open Full Article...
Lesson 7: Context Engineering and Teaching AI About Your Project
An AI may know how to program without knowing how one particular project works. Open Full Article...
Lesson 6: Prompt Engineering for Effective Vibe Coding
What should an AI do when it does not know enough to make a safe development decision: guess, or investigate? Open Full Article...
Lesson 5: Turning an Idea Into a Clear AI Development Specification
Make me a revision app sounds clear until important decisions are left unstated: who will use it, what will they revise, and what counts as success? Open Full Article...
