AWS Summit Hamburg 2025: A personal insight into the future of generative AI

1. Summary

Two days between AI euphoria and reality check – what I learnt about Amazon Bedrock, agents and the future of development

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Figure 1: Visit to the AWS Summit 2025 in Hamburg

1.1. Summary

The AWS Summit Hamburg 2025 was more than just a regional tech conference – it was a window into the rapid evolution of the generative AI landscape. As a certified Cloud Solution Architect who has spent the last year working extensively with various aspects of generative AI, this two-day event with approximately 5,000 attendees provided me with a unique opportunity to assess the current state of the technology and its adoption in the industry.

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Building a Privacy-Focused AI Assistant

I’ve been wrestling with a problem that keeps me up at night: How can I use powerful AI tools without handing over my most sensitive data to tech giants? The more I used ChatGPT, Claude, and other cloud AI services, the more uncomfortable I became. Every document I uploaded was being processed on someone else’s servers.

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Motivation: Why I Had to Take Control Back

This whole project started from frustration. I was working on confidential business documents and realized I couldn’t use any of the AI tools I’d grown to depend on.

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My Journey with the Contemplation Machine: A Tool for Mindful Reflection

Summary

Have you ever wished for a tool that helps you deepen your understanding of important concepts through focused contemplation? What if you could create personalized guided meditations tailored to your specific needs? In this article, I share my experience developing the /Contemplation Machine, an open-source app that fills a unique gap in the meditation app market. I’ll explain what contemplation is, how this tool works, and provide practical installation guidance – all from my journey of creating this project in just four days using modern development techniques.

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AI-Supported Development: The Unfair Race That’s Changing Everything

A Journey into GitHub Copilot Agent and the Creation of the Contemplation Machine

What began as a simple test of GitHub Copilot’s new agent mode quickly transformed into a four-day development sprint that completely changed my perspective on software development. In this article, I’ll share my experience building the “Contemplation Machine” – a meditation app I’ve always wanted – and how AI-assisted development created a workflow that feels almost unfair in its efficiency.Read the rest

My path to AWS AI Practitioner certification: An experience report

In this article, I share my experience with the AWS AI Practitioner certification – from the learning process to passing the exam. As an AWS Cloud Architect with multiple certifications, this step was a logical entry into the AI world for me, especially in economically challenging times for IT freelancers. Does this entry into AI also make sense for other IT professionals? How time-consuming is the preparation really? And is this certification worthwhile as a stand-alone goal or rather as an intermediate step towards more advanced AI qualifications?Read the rest

Using Live-Scripting to install Oracle Service Bus

Since a couple of years, I am already using the live-scripting approach in customer projects. I received a lot of positive feedback, especially for the well-structured and precise documentation in HTML format, that this technique produces. I have been using it in various situations, and it proved to be useful especially for the installation and configuration of Oracle products like Fusion Middleware, Oracle Service Bus and Forms and Reports.… Read the rest

DevonThink 3 Evalutation

DevonThink supports reusability.

“We are drowning in information and starving for knowledge.” With this quote from John Naisbitt, Michael Malzahn begins his “DevonThink 3 Workbook.” The digital flood of data is crashing down on us from a variety of sources and inundating our end devices. We are faced with the seemingly insoluble task of making use of all these pieces of information.
With my Open Source Projekt “live-scripting”  I propagate the simultaneous creation of documentation while working on IT problems.… Read the rest

Using Live-Scripting to set up Labs on AWS

My Emacs based live-scripting approach can be used to explore AWS technology. I have demonstrated this with an example of a basic EC2 lab.
In this lab, I set up a simple EC2 instance with the command line interface. I use the EC2 “user data” to set up an Apache Web server, and I initialize the index page with meta-data of this instance.
The following diagram gives an overview of this lab.… Read the rest

Introduction Video for Live-Scripting

Live-Scripting is a documentation centric working style for IT professionals that promotes reuse and sharing of proven solutions. In my previous video, I already demonstrated how to work on the command line and document it at the same time. In the video “Live-Scripting Introduction” I take a broader perspective and address the problem of the growing amount of knowledge that needs to be understood, digested, documented and shared. Companies often struggle with sharing of knowledge and solutions because documentation is a time-consuming and often unpleasant task.… Read the rest

Video Clip on basic Live-Scripting

In my new short video, I introduce the basic idea behind my live-scripting open source project which I host on GitHub. Live-Scripting is an approach that combines command line centric work, documentation, and sharing. This video clip demonstrates how smooth the process of command line work and documentation can be. Using the example of retrieving information from remote machines and creating a report, this clip introduces how easy this technique is and gives an idea, how powerful it can be.… Read the rest

Emacs Spreadsheets Demo

In Emacs Org mode, you can create spreadsheets and also make calculations. The Spreadsheet tool is of course not as powerful as Excel, but it is enough for quick calculations. For example, you can use it to calculate the cost of a trip. In my Youtube channel, I published a short video demonstrating this feature. It compares two scenarios of a business trip regarding their costs.… Read the rest

Web Single Sign-On with SAML 2.0

While SAML is already widely used in the industry, the configuration within WebLogic
Server is complex and in most companies not part of the regular routine. We want to take a look at a simple SAML example that was published in an article by VikrantSawant in 2007. This former example demonstrates a Web
SSO scenario using SAML 1.1 in WebLogic Server 9.2.
We want to upgrade this example, using SAML 2.0 in WebLogic Server 12.1.3.… Read the rest