Rogue AI — AI Systems Blog https://rogueai.de/blog/ Production AI engineering — RAG pipelines, LLM fine-tuning, AI agent orchestration, self-hosted infrastructure, and EU AI compliance. Authored by Rogue AI. en Sun, 24 May 2026 09:52:21 GMT <![CDATA[AI Search Visibility: Getting Cited by ChatGPT & Perplexity]]> https://rogueai.de/blog/ai-search-visibility-geo/ https://rogueai.de/blog/ai-search-visibility-geo/ Fri, 22 May 2026 00:00:00 GMT Technical Guide <![CDATA[LLM Evaluation: How to Test AI Systems Before Production]]> https://rogueai.de/blog/llm-evaluation-production-guide/ https://rogueai.de/blog/llm-evaluation-production-guide/ Thu, 14 May 2026 00:00:00 GMT Technical Guide <![CDATA[LoRA Fine-Tuning: A Practical Guide to Training Custom Models]]> https://rogueai.de/blog/lora-fine-tuning-practical-guide/ https://rogueai.de/blog/lora-fine-tuning-practical-guide/ Sat, 09 May 2026 00:00:00 GMT Technical Guide <![CDATA[Securing Self-Hosted AI: Infrastructure Hardening]]> https://rogueai.de/blog/securing-self-hosted-ai-infrastructure/ https://rogueai.de/blog/securing-self-hosted-ai-infrastructure/ Tue, 28 Apr 2026 00:00:00 GMT Security Guide <![CDATA[EU Data Sovereignty for AI: Post-Schrems II Self-Hosting]]> https://rogueai.de/blog/eu-data-sovereignty-ai-2026/ https://rogueai.de/blog/eu-data-sovereignty-ai-2026/ Tue, 28 Apr 2026 00:00:00 GMT Compliance Guide <![CDATA[Securing RAG Pipelines: Prompt Injection & Access Controls]]> https://rogueai.de/blog/securing-rag-pipelines-prompt-injection/ https://rogueai.de/blog/securing-rag-pipelines-prompt-injection/ Thu, 23 Apr 2026 00:00:00 GMT Security Guide <![CDATA[Why 90% of AI Projects Fail Before Production]]> https://rogueai.de/blog/ai-project-failure-production/ https://rogueai.de/blog/ai-project-failure-production/ Fri, 17 Apr 2026 00:00:00 GMT Business Guide <![CDATA[EU AI Act Compliance: What AI Builders Need to Know]]> https://rogueai.de/blog/eu-ai-act-compliance-builders/ https://rogueai.de/blog/eu-ai-act-compliance-builders/ Tue, 14 Apr 2026 00:00:00 GMT Compliance Guide <![CDATA[How We Built a Maritime Document AI System in 4 Weeks]]> https://rogueai.de/blog/maritime-document-ai-case-study/ https://rogueai.de/blog/maritime-document-ai-case-study/ Fri, 10 Apr 2026 00:00:00 GMT Case Study <![CDATA[Docker Deployment for AI: Production Patterns That Scale]]> https://rogueai.de/blog/docker-ai-deployment-production/ https://rogueai.de/blog/docker-ai-deployment-production/ Sat, 04 Apr 2026 00:00:00 GMT Technical Guide <![CDATA[AI Document Processing: OCR + LLMs Replace Data Entry]]> https://rogueai.de/blog/ai-document-processing-ocr-llm/ https://rogueai.de/blog/ai-document-processing-ocr-llm/ Sun, 29 Mar 2026 00:00:00 GMT Technical Guide <![CDATA[Self-Hosted AI vs Cloud APIs: Cost, Privacy, Control]]> https://rogueai.de/blog/self-hosted-ai-vs-cloud-apis/ https://rogueai.de/blog/self-hosted-ai-vs-cloud-apis/ Mon, 16 Mar 2026 00:00:00 GMT Technical Guide <![CDATA[LLM Integration for Business Systems: A Practical Guide]]> https://rogueai.de/blog/llm-integration-business-systems/ https://rogueai.de/blog/llm-integration-business-systems/ Mon, 02 Mar 2026 00:00:00 GMT Technical Guide <![CDATA[AI Agent Orchestration: Multi-Agent Systems for Production]]> https://rogueai.de/blog/ai-agent-orchestration-guide/ https://rogueai.de/blog/ai-agent-orchestration-guide/ Mon, 16 Feb 2026 00:00:00 GMT Technical Guide <![CDATA[Production RAG Pipeline: Architecture & Retrieval Guide]]> https://rogueai.de/blog/production-rag-pipeline-guide/ https://rogueai.de/blog/production-rag-pipeline-guide/ Mon, 02 Feb 2026 00:00:00 GMT Technical Guide