Using AI to Prioritize Static Analysis FindingsIntroducing static code analysis tools into the development process can be difficult, with an overwhelming number of standards, rules, and practices to navigate. This can make the adoption of static analysis challenging, as unoptimized configurations can …

This chapter discusses how to build production-ready machine learning systems. There are several challenges involved in accomplishing this, each with its specific solutions regarding practices and tool support. The chapter presents those solutions and introduces MLOps (machine learning operations, also …

This upper-level Open Access textbook aims to educate students and professionals on how to develop business models that have a positive impact on people, society, and the social and ecological environment. It explores a different view of how to organize value creation, from a focus on an almost exclusively …

The concept of a restorative city is one of the most recent and fascinating developments in the field of restorative justice theory and practice. Despite the lack of universal model or standards of implementation, the concept of a restorative city can be defined as a process that aims at shaping both …

As a student of industrial product design I have gotten used to making and fixing everything myself. If I run into a problem or a product breaks, I try to solve and repair it. If I couldn’t do it yet, I'd just learn how to. This led me to build my own house on wheels at the start of 2020. The complete …

In this chapter, the central question is which core activities you will undertake in order to achieve your goal, organizing your value proposition with success. Because you are working towards a specific goal, and with selected strategies, it is useful to state which (core) activities are necessary to …

In this chapter, we will address the motive to start developing a business model and the context in which you are doing so. It is important to use this first building block of the Business Model Template (BMT) to carefully look for the social and ecological components and the context of your idea. The …

The external test is the tenth and final building block of the first and second stage of the Business Model Template (BMT). You will test the viability of the business model concept you have developed so far. You can test your business model idea against all kinds of criteria. If you do not have much …

Context When the pandemic hit the world, teachers were forced to change their education from onsite to virtual overnight Understandably, teaching quality decreased in the beginning, as there was little experience in how to adapt the educational design Zuyd University of Applied Sciences ( recognized …

Escalating climate crisis activism highlights the potential of self-organised approaches in sustainability to address the disconnect between corporate sustainability activities and globally declining ecological systems. This paper argues that corporate sustainability is a co-evolutionary process of emergence …