Skip to main content

One post tagged with "Spec-Driven Development"

Writing specifications that models execute against.

View All Tags

From Vibe Coding to Spec-Driven Development to Loop Engineering

· 9 min read
CatalEx Engineering
The team building CatalEx
CatalEx Engineering · Published July 3, 2026 · 09:00 UTC

Every team that builds seriously with AI walks the same road, usually without noticing. It starts with a chat window and a good feeling, and — if the work survives contact with production — it ends somewhere far more disciplined. This is a field note on that road: the three stages we see teams pass through, what each one is genuinely good at, and the specific failure that forces the jump to the next.