Feature Flags sind längst ein etabliertes Werkzeug moderner Softwareentwicklung. Sie ermöglichen es, Code auszurollen, ohne ihn sofort für alle Nutzer zu aktivieren. Dadurch lassen sich Releases kontrollierter gestalten, Risiken reduzieren […]
Feature-Flag-Frameworks: Wann sie echten Mehrwert bringen Weiterlesen
Es gab folgende Aufgabe zu bewältigen: „Erstelle mit Terraform und Ansible eine Umgebung in der IONOS Cloud, unter Debian 13 und MariaDB 10.11 (als Database as a Service), um den
IONOS Cloud with Terraform and ansible setup CM infrastructure Weiterlesen
This compares Playwright, Selenium, Cypress, and TestCafe for UI testing across language support, setup, browser coverage, CI/CD, debugging, and maintainability. Key differences: Playwright offers modern features and tracing; Selenium brings widest language and grid support; Cypress excels for JS teams with strong DX; TestCafe is simple with built-in concurrency. Recommendations align each tool to team stack, browser needs, and configuration tolerance in ui testing.
4 Modern UI Testing Frameworks Weiterlesen
After spending a few weeks building a real project in Go I’ve discovered both its elegant simplicity and its rough edges. Here’s what makes Go exciting, where it still lags behind, and why you might fall in love with it anyway.
Go For Backend? – Why Go Won’t Replace Java Anytime Soon (But Maybe It Should) Weiterlesen
RAG evaluation is a must‑have for continuous‑delivery products where every small change may have a huge impact. We use four well‑known metrics to track quality, ensuring each update keeps answers accurate and reliable
RAG evaluation using 4 Metrics Weiterlesen
In this article I will provide a working setup for log handling with Grafana Loki and the kubernetes logging operator. You need a kubernetes cluster with kube-prometheus-stack helm chart and
Loki and Logging-Operator – a Quick-start Weiterlesen
IONOS Cloud IONOS is a German cloud provider with data centers and regions distributed around the world. They offer a broad portfolio of services, covering everything needed to build and
Sovereign Cloud made in Europe – Part 4: IONOS Weiterlesen
cRAiG implements RAG pipelines that offers an OpenAI‑compatible API for secure, privacy‑first AI generation. It integrates seamlessly with existing systems and ensures reliable, scalable query handling across on‑prem or cloud environments.
RAG pipelines with cRAiG Weiterlesen
Scaleway Cloud The Scaleway Cloud is a French cloud provider with multiple regions in Europe. They offer a wide range of services and are a strong candidate for teams considering
Sovereign Cloud made in Europe – Part 3: Scaleway Cloud Weiterlesen
Local AI inference at ConSol combines GPT‑OSS with vLLM on OpenShift, delivering high‑throughput, low‑latency model serving on NVIDIA RTX PRO 6000 GPUs.
By running the workload locally, we ensure cost control, data sovereignty and full performance tuning.
The deployment leverages persistent storage, offline mode and egress‑air‑gapped networking for a secure, production‑ready solution.
Local AI inference with GPT-OSS, vLLM and OpenShift Weiterlesen
