All articles tagged with AI
Learn how to maximize your AI inference performance with GPU slicing technology on CoolVDS.
Sharding is the nuclear option of database scaling. Learn when to pull the trigger, how to architect key-based distribution, and why your underlying infrastructure determines success or failure.
When your primary node hits 100% CPU and vertical scaling stops working, sharding is the only path left. A battle-hardened guide to splitting your data without losing your mind, specifically tailored for Norwegian infrastructure and GDPR compliance.
Stop over-engineering your stack. We compare K8s, K3s, and Swarm with a focus on latency, storage IOPS for etcd, and Norwegian data sovereignty compliance in 2025.
Container isolation is a lie we tell junior developers. From the xz backdoor aftermath to eBPF runtime filtering, here is how to lock down your Norwegian infrastructure without killing performance.
Sharding isn't a silver bullet; it's a complex architectural shift. Learn when to shard, how to implement consistent hashing, and why infrastructure choice dictates data integrity in 2025.
Backups are not a strategy; they are an archive. Learn how to architect a sub-minute RTO using hot-standby replication, Terraform, and NVMe-backed instances in Oslo, ensuring compliance with Datatilsynet requirements.
Stop defaulting to vanilla Kubernetes. We benchmark K8s, K3s, and Nomad on Norwegian VPS infrastructure to define what actually delivers ROI in 2025.
Navigating the trade-offs between orchestration complexity and operational costs in Norway's regulatory landscape. We benchmark Kubernetes, Docker Swarm, and Nomad on local NVMe infrastructure.
Migrating a production database shouldn't feel like defusing a bomb. We detail a logical replication strategy using PostgreSQL 17, analyze NVMe I/O impact on catch-up phases, and discuss data sovereignty within Norwegian borders.
Migrating a production database without downtime is like replacing an engine mid-flight. Here is the battle-tested architecture using replication, HAProxy, and raw NVMe power to keep your data compliant and your latency low.
Stop running fragile AI agents on your laptop. A battle-hardened guide to deploying resilient, stateful agent swarms using Docker, Pgvector, and NVMe-backed infrastructure in Norway.
Distributed systems are just a fancy way to fail in parallel. We dissect battle-tested patterns for high-availability architectures, focusing on latency reduction, circuit breaking, and Norwegian data sovereignty.
A battle-hardened guide to migrating terabyte-scale databases without killing your SLA. Focusing on logical replication, NVMe performance, and data sovereignty requirements in Norway.
Deploying text, image, and audio models in a single pipeline is a resource nightmare. We dissect the architecture of a real-time multi-modal API, covering ONNX optimization, AVX-512 CPU inference, and why data sovereignty in Norway matters for AI workloads in 2025.
A CTO's guide to architecting a hybrid infrastructure that leverages local Norwegian VDS for performance while utilizing hyperscalers for elasticity. We dissect the cost of egress, GDPR compliance, and how to build a WireGuard mesh between providers.
Stop defaulting to K8s. We benchmark Kubernetes, Nomad, and Swarm on NVMe infrastructure to see what actually handles production loads in Norway without breaking the bank or violating GDPR.
Container security isn't just about scanning images. It's about kernel isolation, network policies, and understanding why 'privileged: true' is a resume-generating event. A deep dive for Norwegian DevOps teams.
Compliance, latency, and cost are driving Nordic CTOs toward self-hosted LLMs. Learn how to deploy quantized Mistral models on high-performance infrastructure in Oslo.
Stop blaming OpenAI for your latency. Learn how to optimize Vector DB storage, async Python middleware, and caching layers on high-performance NVMe VPS architecture in Norway.
Sharding is the nuclear option of database scaling. Learn when to pull the trigger, how to implement consistent hashing, and why infrastructure latency defines success in 2025.
A battle-hardened guide to implementing Cilium and eBPF without destroying your application performance. We strip away the marketing fluff to focus on mTLS, GDPR compliance, and why underlying hardware I/O determines your mesh's survival.
Deploying Generative AI in Norway requires more than just an API key. Learn how to architect a secure, high-performance RAG layer on CoolVDS to leverage Claude while keeping your proprietary data safe on Norwegian soil.
Move beyond basic API calls. Learn how to architect robust Google Gemini integrations using Python, Redis caching, and secure infrastructure on Linux, tailored for Norwegian data compliance standards.
Stop over-engineering your infrastructure. We benchmark Kubernetes vs. Docker Swarm vs. Nomad based on latency, complexity, and local Norwegian compliance needs. Learn which orchestrator fits your workload before you burn your budget.
Stop letting network latency and sloppy architecture kill your distributed systems. We dive deep into Circuit Breakers, API Gateways, and why NVMe storage in Norway is critical for high-load clusters.
Stop running as root. A battle-hardened guide to container security, from dropping kernel capabilities to enforcing read-only filesystems, specifically tailored for Norwegian infrastructure.
Stop over-engineering your infrastructure. We benchmark Kubernetes, K3s, and Docker Swarm on high-performance NVMe VPS to find the pragmatic choice for 2024.
Downtime is a choice, not a necessity. A battle-tested guide to migrating MySQL and PostgreSQL workloads to Norwegian infrastructure using replication, not prayer.
A battle-hardened comparison of container orchestrators for Norwegian infrastructure. We analyze overhead, latency, and why fast NVMe storage is non-negotiable for etcd stability.