ai

AI is teaching millions of people to communicate with greater precision. But in learning to speak clearly to machines, we should be careful not to lose the ambiguity that gives poetry, humour and human expression their beauty.

The tools used for AI-assisted development may be new, but the principles that make them effective are not.

AI can produce good code while following a confident but wrong line of reasoning. A better engineering workflow supplies the judgment it lacks.

AI pushed software engineering into a different form, where product thinking and respect for process matter more than ever.

A practical workflow where Claude implements a change and Codex reviews the pull request automatically in GitHub Actions.

Why AI generated tests are valuable.