From PoC to Production-Ready: The Art of Remastering the AI Detector
This post explores the journey of transforming a Proof of Concept (PoC) into a robust, production-ready system, drawing insights from the “EdoAbarca/poc-ai-detector-remaster” project. It's a common dilemma: a brilliant idea validated by a quick PoC often leaves behind a trail of technical shortcuts that can hinder future development.
The Situation
Our initial PoC for the AI detector was a