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coolvds.com › Blog › AI & Machine Learning

Self-Hosting Llama 3: A DevOps Guide to NVIDIA NIM and GDPR Compliance in Norway

· CoolVDS Team

Stop bleeding cash on external API tokens. Learn how to deploy production-grade AI inference using NVIDIA NIM containers on high-performance Linux infrastructure. We cover the Docker setup, optimization flags, and why data sovereignty in Oslo matters.

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

Observability vs Monitoring: Why Your Green Dashboard is Lying to You

· CoolVDS Team

Monitoring tells you the server is up. Observability tells you why the checkout failed. We break down the technical differences, the stack (Prometheus, Loki, OpenTelemetry), and why hosting your observability stack in Norway matters for GDPR in 2022.

coolvds.com › Blog › DevOps & Infrastructure

Microservices in Production: Avoiding the Distributed Monolith Trap

· CoolVDS Team

Architecting microservices requires more than just splitting codebases. We analyze critical patterns like API Gateways, Circuit Breakers, and Asynchronous Messaging, while addressing the specific infrastructure reality of running distributed systems in Norway post-Schrems II.

coolvds.com › Blog › DevOps & Infrastructure

Observability vs. Monitoring: Why Your "Green" Dashboard Is Lying to You

· CoolVDS Team

Monitoring tells you the server is up. Observability tells you why the checkout failed for iOS users in Bergen. We dive into the distinction using Prometheus, Loki, and OpenTelemetry, and why hosting your own stack in Norway is the only safe bet post-Schrems II.

coolvds.com › Blog › DevOps & Infrastructure

Observability vs Monitoring: Stop Staring at CPU Graphs While Your App Burns

· CoolVDS Team

Monitoring tells you the server is up; observability tells you why the checkout button is broken for users in Bergen. We dissect the difference, the tech stack (Prometheus, ELK, Jaeger), and why high-IOPS infrastructure is non-negotiable for data-heavy tracing.

coolvds.com › Blog › DevOps & Infrastructure

Self-Hosted APM: A GDPR-Safe Architecture for High-Performance Tracing

· CoolVDS Team

Stop relying on US-based SaaS for observability. Learn how to deploy a production-ready, self-hosted Elastic APM stack on NVMe infrastructure to satisfy Norwegian data sovereignty laws while debugging microservices latency.

coolvds.com › Blog › DevOps & Infrastructure

Monitoring is Dead: Building True Observability Stacks in a Post-Schrems II World

· CoolVDS Team

Green dashboards don't mean happy users. Learn why 2020 demands a shift from passive monitoring to active observability, how to configure Nginx for structured logging, and why the Schrems II ruling makes self-hosting your metrics in Norway a legal necessity.