Non-Specialist Vibe Coding Delusions and the Systematic Underestimation of Engineering Complexity
In enterprise AI adoption, organizations are entering the “expansion phase,” where established boundaries between technical...
‘According to AI’: A word more powerful than a veteran’s years of experience—(Distrust)
Working in an engineering organization, I often see internal team dynamics shift whenever a new...
(Relative importance—leakage? cost?) AI Turned into a PII Classifier
Working as a security engineer in IT often makes me realize something: the fundamental engineering...
NER-based PII Anonymization: OpenAI Privacy Filter Analysis & Lightweight Implementation of privyscope-ko
“Honestly, I didn’t even start this project with NER (Named Entity Recognition) in mind. But...
AI Ecosystem Reversed Core Key Personnel (Top-down/Bottom-up)
Looking back at the practices and culture of the software engineering industry over the past...
5 Systemic Risks That Arise When DevOps Degenerates into ‘Dev + Sole Burden of Ops’
In recent years, numerous tech organizations have restructured and transformed under the name of DevOps...
A Junior Engineer’s Guide to Understanding Intellectual Property
When early-career (junior) software engineers and product managers prepare to change jobs, they frequently make...
Legacy System Decommissioning Strategy: The Critical Impact of Technical Debt and Zombie Servers on Corporate Security
Personally, I think this is one of the reasons I haven’t been able to succeed...