AI

AI doesn't fix a broken developer experience — it multiplies it. Good platform gets 10x better. Bad platform gets 10x messier. Here's why platform engineering became urgent overnight.

Experienced developers are 19% less productive using AI tools. The fix isn't better prompting — it's speccing. Here's how Spec-Driven Development with Kiro and GitHub Spec Kit changes everything.

AI is making your DORA metrics look incredible while hiding real problems. Here is why every DORA number is now suspect — and what elite teams measure instead.