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Retrieval Augmented Generation (RAG) with Spring AI 2

Customizing AI to answer questions about your company or documents doesn’t have to mean training a costly Large Language Model from scratch. Instead, Retrieval Augmented Generation (RAG) offers a practical way forward: it stores your documents in a knowledge base and retrieves only the most relevant ones to enrich the […]


The Danger of magic

Code magic is incredibly helpful for developers—it simplifies tasks and often just works. However, it can sometimes lead to dangerous issues that many developers may not be aware of. In this article, I will demonstrate how a seemingly small change can break a perfectly functioning application and introduce a security […]


Code review: How reflect contracts work (RFI, SafeMoon, DogeBonk & Co)

On your crypto journey you may stumbled upon tokens like SafeMoon or DogeBonk that offer reflections to their holders. Just by holding their tokens you will get rewarded with fees according to the amount of tokens you already have. Those fees are paid by sell or buy transactions from other […]


Erfahrungsbericht: Certificate of Cloud Security Knowledge (CCSK)

Im Bezug auf Cloud-Security haben sich zwei grosse Zertifizierungen etabliert: Zum einen gibt es das Certificate of Cloud Security Knowledge CCSK der Cloud Security Alliance (CSA), zum anderen das Certified Cloud Security Professional CCSP des (ISC)². Ich habe mich für das CCSK entschieden und möchte hier kurz beschreiben welcher Aufwand […]