Blog

Insights zu KI-Agenten, RAG-Systemen und intelligenter Automatisierung.

Praxisnahe Artikel über KI in Unternehmen. Ich schreibe aus echten Projekten: was funktioniert, was nicht, und warum. Technische Deep-Dives, Architekturentscheidungen, Lessons Learned aus der DSGVO-konformen KI-Integration. Kein Buzzword-Bingo, sondern das, was ich selbst gebraucht hätte.

Open Source LLM

Gemma 4

Local AI

Gemma 4 is here: Google just dropped its most capable open model

Google released Gemma 4 under Apache 2.0 with four model sizes, multimodal support, and edge deployment. Here's what developers need to know.

PageIndex vs Vector Database: Why Vectorless RAG Might Be the Smarter Choice in 2026

PageIndex hit 98.7% accuracy on FinanceBench while traditional vector RAG sits at 60-80%. We break down the architecture differences, benchmark numbers, and a practical decision framework for choosing the right retrieval approach.

Figma to Code: The Free Migration Workflow That Actually Works

A step-by-step guide to migrating Figma designs to production-ready React code using design tokens, Storybook, Tailwind, and the Figma MCP server. No paid tools required.

Building LLM Agents in Production: Architecture, Evaluation & Observability (2026)

What it takes to run LLM agents reliably in production: architecture patterns, evaluation frameworks, and observability tooling — from deployment path to failure patterns.

Skills vs MCP vs Plugins: AI Agent Ecosystem Explained

Skills provide knowledge. MCP provides connectivity. Plugins provide distribution. Learn how the three layers of the AI agent stack work together in 2026.

Warum 91% der KI-Agenten scheitern

KI-Agenten scheitern selten an der Technologie — sondern an Architektur, Monitoring und fehlenden Guardrails. So machen Sie es besser.

15. Dezember 20252 min

AI Agents

Production

Best Practices

Why 91% of AI Agents Fail in Production

Most AI agent projects don't fail because of the technology — they fail because of architecture, monitoring, and missing guardrails. Here's how to do better.

December 15, 20253 min

RAG

Produktion

Vektorsuche

RAG in Produktion: Jenseits des Tutorials

Ein RAG-System fuer die Demo ist einfach. Eines fuer die Produktion ist eine ganz andere Herausforderung. Erfahren Sie, worauf es ankommt.

28. November 20252 min

RAG

Production

Vector Search

RAG in Production: Beyond the Tutorial

Building a RAG system that works in a demo is easy. Building one that works in production is an entirely different challenge. Here's what you need to know.

November 28, 20253 min

Wollen Sie KI in Ihrem Unternehmen voranbringen?

Buchen Sie ein kostenloses 30-Minuten-Gespräch und lassen Sie uns über Ihre KI-Strategie sprechen.

Kostenloses Gespräch buchen Leistungen ansehen