Engineering Deep Learning Systems is Hard!

(Image credit: pixabay) This week I spent in the lovely city of Prague, attending the SEAA 2018 conference. The main reason for attending was that I had the opportunity to present a paper that I co-authored with colleagues from Peltarion about the software engineering challenges of deep learning. Peltarion offers an amazing platform for building … Read moreEngineering Deep Learning Systems is Hard!

Why Digitalization Will Kill Your (Software) Company Too: Video

A few weeks ago, I posted a blog post with the same title as this post. This week, we hosted the International Conference on Software Engineering in Gothenburg. It was a great event with 1800 participants. As part of the conference, the Wednesday was allocated to an Industry Forum and as part of that, I … Read moreWhy Digitalization Will Kill Your (Software) Company Too: Video

Why Fast Feedback Cycles Matter

When studying software-intensive systems companies, one of the interesting observations is that they all evolve in the same way. In earlier research, we have referred to this as the “Stairway to Heaven”. In the figure below, the speed dimension of the Stairway to Heaven model is shown. This model is a descriptive model based on … Read moreWhy Fast Feedback Cycles Matter

How Agile Are You Really: Let’s Find Out!

In an earlier blog post, I raised the question of how agile organizations really are. This was based on my experience with a variety of companies that claim to be agile, but that, when taking a closer look, were not agile at all. Or that were using some agile practices, but failed to reap the … Read moreHow Agile Are You Really: Let’s Find Out!