6 min read · 2026-07-10
ControlNet in architectural visualization: where it helps, and where it breaks
A practical way to use structural guidance without allowing an image model to quietly redesign the building.
Insights
Working notes for architecture practices building visual and AI-assisted workflows.
Concrete methods, limits, and review structures — written from the intersection of architecture, visualization, and software thinking.
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7 min read · 2026-07-10
AI and competition imagery: widen the search without changing the project
A competition workflow for exploring atmosphere and narrative while protecting the design team's authorship.
8 min read · 2026-07-10
Anatomy of an automated studio content pipeline
What should happen between a project URL and a publishable editorial package — and where human approval belongs.
Practical guide
The AI-extended archviz pipeline
A concise field guide for architecture firms: where AI belongs, where it does not, and how to keep the project in control.