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Vibe Coding

4 articles

A bold vintage screen-print illustration in cream, slate blue and rust orange of three identical app-screen windows, each marked with the same checkmark seal.

// Product Design

AI Models Beat Humans on the Design Brief, and Their Screens Look Alike

An 8 October 2026 benchmark of 15 AI models found all passed over 90% of brief criteria, yet their UI designs resembled each other more than human work. Brief-based review cannot see that.

A bold vintage screen-print illustration in mustard yellow, dark charcoal and terracotta of a large faceted wedge of Swiss cheese riddled with holes, surrounded by small pull-request card and checkmark accents.

// Design Engineering

37signals' Basecamp 5 Passed Every Pull Request Review, Then Broke

At 37signals, AI-agent pull requests for Basecamp 5 each passed review, but together they wrecked the architecture, exposing who wasn't watching the whole system.

A bold vintage screen-print illustration in deep navy, dusty teal and warm mustard of a large geometric smartphone with its screen's top corner peeled back like torn paper, revealing a rough pencil-sketch grid underneath.

// Prototyping

AI Prototypes Lost the Signal That Said They Were Disposable

AI prototypes now look shipped, not sketched, which studies from Mozilla and Purdue show gets users to react honestly but stops teams asking for changes.

A bold vintage screen-print illustration in kraft tan, espresso brown and muted teal of a corrugated shipping crate sealed with a teal tape cross, with a faceted architectural model peeking out from its open lid.

// Prototyping

Vercel and Figma Are Quietly Racing Prototypes to Production

Vercel's rebuilt v0 and Figma Make's new beta both now open pull requests against real codebases, admitting the disposable AI prototype was a liability, not a feature.

//Pipeline Mag

Product design, development, and design engineering in the age of AI — from first prototype to creative tooling.

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