AI Hosting & Infrastructure
AI Hosting & Infrastructure
Build production AI infrastructure on dedicated GPU servers. These guides cover networking, storage architecture, scaling strategies, and deployment patterns for running AI workloads on bare metal. From private AI hosting to multi-GPU clusters, learn how to architect GPU infrastructure that scales.
CDN Caching Strategy for AI
Where CDN caching helps for AI — and where it doesn't. The patterns that work for streaming and structured outputs.
GraphQL vs REST for LLM API
Should your AI API be GraphQL or REST / OpenAI-compatible? The trade-offs and the production default.
Common AI Engineering Mistakes
The recurring mistakes that AI engineering teams make — and how to avoid them.
Self-Hosted AI Readiness Checklist
The pre-flight checklist for committing to self-hosted AI — team, infrastructure, data, ops.
Self-Hosted AI Pitfalls
The pitfalls that catch teams transitioning to self-hosted AI — and how to dodge them.
Self-Hosted AI Success Patterns
What teams that have succeeded with self-hosted AI have in common — the patterns worth copying.
AI Vendor Selection RFP
Running an RFP for AI hosting / managed inference / platforms — the criteria, the questions, the decision framework.
Self-Hosted AI FAQ 2026
The recurring questions about self-hosted AI — answered honestly. The reference FAQ.
1,000 Posts on Self-Hosted AI: What We've Learnt
1,000 posts in: the consolidated lessons from documenting self-hosted AI patterns across 2026. The takeaways.
Self-Hosted AI Glossary 2026
The reference glossary of self-hosted AI terms in 2026 — from AWQ to vLLM, briefly explained.
Explore GPU Hosting Solutions
From the blog to your next deployment — pick the right platform for your workload.
Dedicated GPU Hosting
Bare-metal servers with a dedicated GPU, NVMe, full root access, and 1Gbps networking from our UK datacenter.
Browse GPU ServersPrivate AI Hosting
Isolated GPU infrastructure for sensitive AI workloads — no shared hardware, full data control.
Explore Private AIMulti-GPU Clusters
Scale horizontally with multi-GPU configurations for training and large-model inference.
Explore ClustersAPI Hosting
Host your own AI API endpoints on dedicated GPU servers — low latency, high availability.
Explore API HostingOpen Source LLM Hosting
Deploy LLaMA, Mistral, DeepSeek, and more on dedicated hardware with no per-token API fees.
Explore LLM HostingTokens/sec Benchmarks
Real-world tokens per second data across every GPU we offer, tested on popular LLMs.
View BenchmarksReady to deploy your AI workload?
Dedicated GPU servers from our UK datacenter. NVMe storage, 1Gbps networking, full root access.
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PE7 1XU, England
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