Over the past year, I’ve said it repeatedly — Vibe Coding is being used incorrectly. Several recent studies have found that corporate implementations of Vibe Coding, especially those lacking proper contextual grounding, have produced underwhelming results. Frankly, this doesn’t surprise me. The reason is simple: Let’s unpack both. 1. The Practice Problem Too many organizations…
In today’s fast-moving software landscape, regulatory compliance can no longer be an afterthought. With increasing pressure to meet standards like GDPR, HIPAA, and SOC 2, engineering teams often find themselves slowed down by manual checks, disconnected documentation, and last-minute audit scrambles. But what if compliance could be continuous, automated, and embedded directly into your development…
In today’s world of microservices, containers, and cloud-native architectures, software systems are more distributed—and more complex—than ever before. When something breaks, figuring out why can feel like chasing smoke in a hurricane. Traditional debugging is time-consuming, reactive, and often reliant on tribal knowledge. Engineering teams lose hours (or days) combing through logs, dashboards, and traces…
Why Responsible AI Needs to Be a First-Class Citizen in Your Development Lifecycle As artificial intelligence continues to revolutionize software development—from code generation to predictive testing and deployment automation—it’s easy to be swept away by the promise of speed, scale, and efficiency. But with this power comes a sobering truth: AI is only as responsible…