In the world of AI, flashy model demos and futuristic promises often overshadow a simple question: What does it actually cost to run these workloads? If you’re building anything AI-related — from a smart chatbot to a full-scale generative app — you’ve probably realized that hosting isn’t just about renting a server anymore. It’s about […]
The pace of AI is accelerating. Your hosting strategy should too. From GPT-4 to open-source challengers like Mixtral, Llama 3, and Claude 3, Large Language Models (LLMs) are evolving at breakneck speed. And while the world debates AGI timelines, companies face a very practical dilemma: How do you build an infrastructure strategy today — when […]
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 […]
Introduction Your AI app works great on your local machine. Your MVP runs fine with a few users. But what happens when you hit real production scale? Can your hosting infrastructure actually handle AI workloads — or is it quietly setting you up for failure? As AI adoption surges, more SaaS teams are discovering that […]