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Dependency Management

2 articles

A bold vintage screen-print illustration in deep green-teal, mustard and salmon-cream of a large magnifying glass over a paper checklist with tick-boxes.

// Development

Developers Trust AI When It's Easy to Check, and Code That Runs Passes

Stack Overflow's 2026 survey shows developers trust AI only when they can easily validate it. Three September studies suggest the easiest check, running the code, misses what AI gets wrong.

A bold vintage screen-print illustration in kraft-gold, deep aubergine and muted sage green of a tall stack of cardboard shipping parcels bound in crossing packing tape, the topmost parcel bearing a large round provenance seal-label still fully intact and unopened.

// Development

AI Coding Assistants Skip the Labels Before They Install

A pre-registered audit of 1,920 trials finds AI coding assistants open a provenance signal before installing 0.5% of the time, and never once verify one.

//Pipeline Mag

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

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