Tech
Architecting a Hybrid GenAI Production Pipeline: Engineering Consistency, Scale, and Human-in-the-Loop Automation
Project: Veridian Resonance
Role: Technical Creator / Pipeline Architect
Live: https://veridianresonance.com/
TL;DR — Impact
100 panels generated and refined across 24 finished pages of published visual production
Cut iteration cycles per character asset from 20+ passes → under 5 through constraint engineering (negative prompts + reference locking)
Custom automation scripts removed an estimated 15 hours of manual file management, naming, and formatting work from th...
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