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
GB200 NVL72 GPU Demystified: Performance, Pricing & Deployment TipsTL;DR – NVIDIA GB200 NVL72 GPU Rack-scale AI supercluster with 72 Blackwell GPUs. Unified compute system via high-speed NVLink. Optimized for LLM training, generative AI, multimodal AI, and real-tiMar 5, 2026·9 min read
Leveraging Tensor Cores and Mixed Precision for Cost-Effective LLM Training at ScaleTL;DR Tensor Cores for LLM training combined with mixed precision training for LLMs can reduce training costs by 30 to 50 percent while improving throughput. Moving from FP32 to FP16 or BF16 is no lFeb 24, 2026·6 min read
Is AI SuperCloud the Missing Link Between Infrastructure and Intelligence?TL;DR – AI SuperCloud The traditional cloud isn’t built for large-scale AI workloads. Modern AI needs multi-GPU training, massive data pipelines, and low-latency inference. Most AI infrastructure iFeb 17, 2026·5 min read
Why India’s AI Ambitions Need Infrastructure Built in IndiaTL;DR India-owned AI infrastructure is no longer optional. It is foundational to scale, secure, and sovereignty. AI workloads behave very differently from traditional cloud workloads. Latency, powerFeb 2, 2026·5 min read
Shaping India's AI Future With Scalable, Sovereign InfrastructureWhen we talk about AI in India, conversations usually start with models, use cases, and talent. But the real foundation of India’s AI future lies deeper, in AI infrastructure in India. Who owns itWho operates itWho scales itAnd who controls the data ...Jan 28, 2026·6 min read
Low-Latency LLM Inference on Multi-GPU Cloud SystemsTL;DR Low-latency LLM inference is now a business-critical capability, not a research luxury, especially for real-time AI products in India’s fast-scaling digital economy. Multi-GPU LLM inference on cloud GPUs is the only viable path to sustain per...Jan 21, 2026·5 min read
