Category: AI-Augmented Development

Test-First is the clear winner of the pre-AI coding era. But how does AI-assisted development change the balance between Test-First and Test-After? Who is the winner now?

Broadly speaking, AI-coding techniques fall into two distinct and alternative philosophies, you don’t want to confuse or mix.

Identify the hidden productivity traps of AI-assisted coding, and the practical steps to avoid them

Lessons learned: effective AI-assisted coding workflow and prompts reuse strategies

Recent studies show that the productivity impact of AI-assisted coding can even be negative. A “perception gap” can make developers feel more productive when their output drops. Here, I explore ways to pursue real positive productivity gains.

A strategy for effective AI-Assisted Coding adoption in your organisation

A list of heuristics for AI-Assisted coding