Measuring Engineering Output Beyond Raw Code Generation and Token Quotas
Measuring engineering productivity has become significantly more contentious as enterprise engineering teams push deeper into...
AI Era Phenomena
Breaking Down Job Boundaries: The Reality Behind Coding Requirements in DBA Job Postings
The rapid collapse of job boundaries is easily one of the most frustrating shifts happening...
Non-Specialist Vibe Coding Delusions and the Systematic Underestimation of Engineering Complexity
Enterprise AI adoption is hitting what I’d call an “expansion phase,” where the line between...
‘According to AI’: A word more powerful than a veteran’s years of experience—(Distrust)
I’ve noticed team dynamics shift every time a new technology trend hits an engineering org,...
(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...