Why Software Carbon Intensity Matters: An Introduction to the SCI Framework

Image generated with Dall-E: Modern data center surrounded by nature, with wind turbines, solar panels, and greenery, emphasizing eco-friendly technology and clean energy. Introduction The digital revolution has transformed our world, but at what cost to our environment? Greenhouse gas (GHG) emissions from data centers have already surpassed those of the global airline industry and […]

A personal AI assistant for developers that doesn’t phone home

tl;dr It’s no surprise that developers are looking for ways to include powerful new technologies like AI Assistants to improve their workflow and productivity. However, many companies are reluctant to allow such technology due to concerns about privacy, security and IP law. This article addresses the concerns about privacy and security and describes how to […]

Develop faster, operate smart: A Kubernetes-native guide to AI application development

tl;dr A Kubernetes-native software engineering approach for the development of AI applications helps you increase developer productivity, optimize resource consumption as well as simplify operations. A hands-on demo of this approach can be seen here. Two-step development approach The usage of an AI/ML model in an application requires basically a two-step development approach. The first […]