How GPU AI Services Help Enterprises Build AI Faster Without Infrastructure Overhead Aug 5, 2026·7 min read
GLM-5.2 on NeevCloud: Capabilities, Availability, and How Developers Can Use ItTL;DR Zhipu AI GLM-5.2 is a flagship open-weight coding and reasoning model built on a Mixture-of-Experts (MoE) architecture, with roughly 744 billion total parameters and a 1-million-token context wAug 11, 2026·11 min read
Fine-Tuning Open-Source LLMs on RTX PRO 6000: Best PracticesTL;DR: The NVIDIA RTX PRO 6000 Blackwell, with 96 GB of GDDR7 memory, handles modern parameter-efficient fine-tuning workflows for models up to 70B without multi-GPU setups. LoRA, QLoRA, mixed preciJun 29, 2026·6 min read
Operators for the Inference Era: Simplifying LLM Serving on KubernetesTL;DR: The AI industry has moved from training-heavy workloads to inference-heavy production deployments, making LLM serving infrastructure the new bottleneck. Kubernetes alone is not enough: GPU sJun 15, 2026·9 min read
The Agentic Control Plane: Why Every AI Platform Will Need This Layer And Most Don't Have It YetTL;DR: → Enterprises are no longer experimenting with AI agents, they are deploying them at scale, and the infrastructure gaps are becoming visible and costly. → The Agentic Control Plane is the fouJun 8, 2026·8 min read
From Prototype to Production: Running AI Agents Reliably on KubernetesTL;DR: AI agents are evolving from isolated experiments into always-on production systems that require scalable, fault-tolerant infrastructure. Kubernetes is becoming the operational backbone for AIMay 25, 2026·10 min read
Kubernetes Is Becoming the Operating System for AI Infrastructure TL;DR: Kubernetes for AI infrastructure has crossed from DevOps tooling into strategic infrastructure bedrock, every serious AI-native enterprise is converging on it. AI workloads are fundamentally May 20, 2026·14 min read
Why AI-Native Kubernetes Is the Next Evolution of Cloud InfrastructureTL;DR: Traditional Kubernetes was built for microservices, not AI, GPU scheduling, distributed training, and LLM serving expose its limits fast. AI-Native Kubernetes embeds intelligence into orchestApr 27, 2026·9 min read
