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Insights
Knowledge that moves you forward.
Practical guides for your team and insights into software, cloud and AI. Blog articles are currently published in English.
Practical knowledge
From a question to your next step.
Automating customer enquiries
From enquiry to task: a practical AI automation workflow covering data, human approval, failure handling and a clearly scoped pilot project.
Read the guideInternal AI knowledge assistant
How an internal AI assistant finds business knowledge with sources. Understand data, access permissions, RAG, quality checks and the main cost factors.
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EU AI Act in 2026: What Really Applies From August 2
The EU AI Act's August 2, 2026 deadline changed: high-risk duties are delayed, transparency rules are not. What applies now — from an EU-based AI team.
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Prompt Injection in 2026: Securing LLM Apps for Real
Prompt injection went from lab curiosity to documented attacks on agents and browsers. What the 2026 research says — and how we engineer LLM apps against it.
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Self-Hosted LLMs in 2026: Private AI for EU Firms
Self-hosted LLMs reached frontier quality in 2026 — GLM-5.2, DeepSeek V4, Qwen 3.5. When private AI on EU infrastructure beats the API, and how we run it.
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AI Agents in Production: What Actually Works in 2026
AI agents in production fail in predictable ways — research says 40%+ of projects will be cancelled. How we run agent teams that clients trust daily.
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The Model Context Protocol in 2026: A Field Guide
The Model Context Protocol grew from Anthropic side-project to Linux Foundation standard. What MCP means for real agent systems — and its security fine print.
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The AI Stack We Actually Ship in 2026
The production AI stack Nexuri ships in 2026 — LangGraph, GraphRAG, Qdrant, vLLM and MCP — and why we pick each, hosted in the EU.
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RAG Pipeline Development: Lessons from Production
RAG pipeline development in 2026: hybrid search, reranking, evaluation and the context-engineering shift — lessons from systems we run in production.
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Why We Host Everything in the EU
Data residency isn't a checkbox. Why Nexuri runs every workload on AWS EU regions, GDPR-compliant by default — and what it means for your data.
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GraphRAG vs RAG: When Graphs Actually Win
GraphRAG vs RAG in production: fresh 2026 benchmarks show where knowledge graphs win by +27 points — and where they just burn money. Our field notes.
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AI Automation for Businesses: A Practical Guide
AI automation for businesses, minus the hype: which workflows to automate, RAG vs agents, build vs buy, EU compliance — from a team that ships it daily.
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