Article summary: AI-powered software development has accelerated coding, with studies showing 55% speed gains and 41% of code now being AI-generated. But the quality tradeoff shows up in 1.7x more defects, 45% more security flaws in tests, and no architectural judgment. This...
Data quality monitoring rarely gets attention until something breaks. It shows up as a dashboard that doesn’t match financial records, a customer segmentation model that starts sending premium offers to churned accounts, or an AI chatbot that confidently answers questions using stale data. Poor...
Machine learning (ML) has quickly become the backbone of how leading retailers operate. Today, it supports demand forecasting, personalization, and inventory management at scale. Retailers who have adopted ML and AI tools have reported a 14.2% increase in sales and profits. Those who didn’t? Just 6.9%. The gap is showing up in earnings...
At Svitla Systems, most of our team consists of seasoned senior-level professionals, but we always have room for those who are just beginning their journey in tech. Sometimes it is a long-planned decision, but often it is a career switch that no one...
