Hosting Advice News & Industry Trends
From Fine Tuning to Serving

From Fine-Tuning to Serving: What AI Teams Actually Need From a Hosting Stack in 2025

Introduction In 2025, AI teams no longer just “train a model and deploy it.” From fine-tuning open-source models to serving lightning-fast inference, the hosting stack behind AI applications has become mission-critical infrastructure — and often, the bottleneck. So what do today’s AI teams actually need from their hosting setup? Let’s walk through the key phases […]

SaaS & AI Infrastructure
Hosting an AI App

Hosting an AI App? Avoid This Common Infrastructure Mistake

Introduction So you’ve built an AI-powered app — maybe it recommends products, predicts user behavior, or turns prompts into text or images. That’s exciting! But before you go live, let’s talk about where you’re hosting it. AI apps aren’t just “regular apps” with an extra feature — they have specific infrastructure needs. And there’s one […]