In the previous blog post,  we explored how LLMs are changing the way we develop software and how we need to think differently about data, engineering, and architecture to cater to them. In this second part, I will explore testing, observability, and the related aspects of ethics a little further. And when it comes to LLM-powered applications, testing is certainly not second fiddle. In fact, it could be argued that it is even more important than in traditional software develo

While I’ve written on AI many times, I do often resist writing on the topic because I fear it is often overplayed and somewhat of a...

Artificial Intelligence has transformed software development by enhancing productivity, code quality, and automation. Initially, AI in...