https://nexuri.net/blog Field notes on software, cloud and AI from a team shipping production systems, EU-hosted and GDPR-compliant. en Fri, 17 Jul 2026 12:00:00 GMT https://nexuri.net/blog/eu-ai-act-2026 https://nexuri.net/blog/eu-ai-act-2026 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. Fri, 17 Jul 2026 12:00:00 GMT AI https://nexuri.net/blog/llm-security-prompt-injection https://nexuri.net/blog/llm-security-prompt-injection 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. Mon, 13 Jul 2026 12:00:00 GMT AI https://nexuri.net/blog/self-hosted-llm-eu https://nexuri.net/blog/self-hosted-llm-eu 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. Tue, 07 Jul 2026 12:00:00 GMT AI https://nexuri.net/blog/ai-agents-in-production https://nexuri.net/blog/ai-agents-in-production 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. Wed, 01 Jul 2026 12:00:00 GMT AI https://nexuri.net/blog/model-context-protocol https://nexuri.net/blog/model-context-protocol 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. Fri, 26 Jun 2026 12:00:00 GMT AI https://nexuri.net/blog/the-ai-stack-we-ship-in-2026 https://nexuri.net/blog/the-ai-stack-we-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. Sat, 20 Jun 2026 12:00:00 GMT AI https://nexuri.net/blog/rag-pipeline-development https://nexuri.net/blog/rag-pipeline-development RAG pipeline development in 2026: hybrid search, reranking, evaluation and the context-engineering shift — lessons from systems we run in production. Thu, 18 Jun 2026 12:00:00 GMT AI https://nexuri.net/blog/why-we-host-everything-in-the-eu https://nexuri.net/blog/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. Fri, 12 Jun 2026 12:00:00 GMT Cloud https://nexuri.net/blog/graphrag-vs-rag https://nexuri.net/blog/graphrag-vs-rag 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. Wed, 10 Jun 2026 12:00:00 GMT AI https://nexuri.net/blog/ai-automation-guide https://nexuri.net/blog/ai-automation-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. Wed, 03 Jun 2026 12:00:00 GMT AI