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Dev.to · CIZO
2d ago
How We Architected an AI Engine That Generates 100+ Ad Creatives From a Single Brand Brief
A technical breakdown of the layered AI pipeline behind a scalable creative strategy system — and...
Dev.to · CIZO
1w ago
Architecting a Zero-Touch AI Delivery System with Make.com, GPT-4 & Google Workspace
TL;DR — We built a 5-workflow automation pipeline that triggers on Stripe payment, pulls user...
Dev.to · CIZO
3w ago
We Built AI That Qualifies Real Estate Leads in 5 Minutes
Most real estate systems don’t have a lead problem. They have a response problem. Leads come in...
Dev.to · CIZO
4w ago
Automating Cabinet Design: Converting Architectural Drawings into 3D Models with AI
Architectural drawings already contain everything needed to build cabinet...
Dev.to · CIZO
1mo ago
Turning Cabinet Drawings into 3D Models with AI
Construction and cabinet manufacturing still rely heavily on PDF drawings. Designers create...
Dev.to · CIZO
2mo ago
Why High Accuracy Didn’t Save Our Real-Time AI System
Accuracy was not the thing that broke our system. At least not in the way we expected. We were...
Dev.to · CIZO
2mo ago
Why We Reduced Model Accuracy to Improve a Real-Time AI System
In human-in-the-loop AI systems, accuracy metrics often point in the wrong direction. Especially in...
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