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coolvds.com › Blog › AI & Machine Learning

Building GDPR-Compliant RAG Systems: Self-Hosting Vector Stores in Norway

· CoolVDS Team

Retrieval-Augmented Generation (RAG) is the architecture of 2023, but outsourcing your vector database poses massive compliance risks. Learn how to deploy a high-performance, self-hosted vector engine using pgvector on NVMe infrastructure in Oslo.

coolvds.com › Blog › DevOps & Infrastructure

Stop Guessing: A Battle-Hardened Guide to APM & Observability on Linux

· CoolVDS Team

Logs don't lie, but they are often silent about the root cause. Here is how to build a robust APM stack in 2022 using open-source tools, focusing on metrics, tracing, and the hardware reality beneath your virtualization.

coolvds.com › Blog › DevOps & Infrastructure

Building Fault-Tolerant Microservices on KVM: A 2017 Survival Guide

· CoolVDS Team

Move beyond the monolith without breaking production. We analyze the API Gateway pattern using Nginx and Consul, specifically tailored for Norwegian infrastructure requirements and GDPR preparation.

coolvds.com › Blog › DevOps & Infrastructure

The Orchestration Wars 2016: Kubernetes 1.4 vs. Docker Swarm Mode

· CoolVDS Team

It is late 2016, and the battle for container dominance has shifted from the runtime to the cluster. We benchmark Kubernetes, Docker Swarm, and Mesos to see which solution actually survives production workloads in the Norwegian market.

coolvds.com › Blog › Server Administration

Stop Bleeding Cash: A Pragmatic Guide to Cloud Cost Optimization in 2024

· CoolVDS Team

Cloud bills are silently killing profitability for Norwegian tech firms. We dismantle the 'pay-as-you-go' myth, explore the 2024 trend of cloud repatriation, and provide hard configurations to slash infrastructure spend without sacrificing latency.