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
Inside GB300 Architecture: Memory, Bandwidth & AI Performance Explained TL;DR GB300 architecture is built to remove the biggest bottleneck in AI workloads: memory bandwidth and data movement The combination of Grace CPU + Blackwell GPU delivers tighter CPU-GPU integratiMar 30, 2026·7 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
