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Software Development

31.05.2024 By Merlin Bögershausen

Automated modernisation - Part 1

Picture Merlin Bögershausen

This blog post is the first of three parts whose overarching theme is the open source framework Open Rewrite, which can be used to automate large-scale source code migrations. In this first part, I will briefly outline the motivation for using Open Rewrite. I will describe how existing migrations can be used to modernise a software product.

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AI

With more than 15 billion pieces of content generated by 2024, AI is demonstrating its deep integration into the digital world. The number of tasks that AI can take on is constantly increasing, meaning that it is becoming more and more integrated into everyday life. One example in marketing is the generation of image material by providers such as Midjourney, Adobe Firefly and Dall-E. This blog post provides an overview of the current legal situation and the dangers of using AI.

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Methodology

In my blog post, I present strategies for organising and tidying up filing systems. I show how professional organisation methods such as Dan-Sha-Ri or techniques from popular Netflix series can help to bring order to chaotic environments. You'll get step-by-step instructions for tidying, sorting, categorising, packing and labelling. It also discusses how these methods can improve the efficiency and comprehensibility of software systems.

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AI

One of the major global challenges is the climate crisis. It has been with us for some time now and is manifested, among other things, in the increase in climate-related extreme weather events. AI can also provide support in this context. This blog post shows in which scenarios this can be the case, how the use of AI works and what hurdles there are.

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Industries

In the energy industry, GenAI opens up new opportunities to increase efficiency and overcome complex challenges. In order to develop (Gen)AI topics and use cases successfully and in a targeted manner, a structured framework is essential. In this blog post, I describe a multi-level framework that provides guidance for the development of use cases and takes into account GenAI-specific requirements.

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AI

AI is indispensable for companies' customer relationships in the digital world. It automates processes, analyses data intelligently and adapts content in real time. This enables customer needs to be better met, customer behaviour to be analysed in detail and all touchpoints of the customer journey to be optimised. I present further insights and solutions in my blog post.

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AI

The growth in the importance of artificial intelligence (AI) in recent years cannot be attributed to individual factors, but rather to the synergy of various interconnected and mutually reinforcing advances. Five factors are fuelling the rapid development of the AI movement. This blog post shows what these are in detail.

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AI

With advances in the field of artificial intelligence and machine learning, object tracking algorithms such as Multiple Object Tracking (MOT) and Single Object Tracking (SOT) are becoming increasingly intelligent and enable more accurate and faster object tracking. In this blog post, I show how MOT and SOT perform in different situations and present the results of an experiment that sheds light on the ideal application of object tracking.

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AI

We live in a time in which digital networking is constantly increasing and at the same time the number of cyber attacks is rising rapidly. These attacks are becoming increasingly sophisticated and represent a considerable burden for both companies and government organisations. This blog post shows how AI is being used in cybersecurity both as a tool for attackers and as a means of defence.

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