NVIDIA – C4: Container, Code, Cloud & Context

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NVIDIA Dynamo Planner: LLM Inference Optimization on Azure Kubernetes Service

Posted on January 27, 2026 by Nithin Mohan TK 6 min read

In January 2026, Microsoft and NVIDIA released the second iteration of the NVIDIA Dynamo Planner—a groundbreaking tool for optimizing large language model (LLM) inference on Azure Kubernetes Service (AKS). This collaboration addresses one of the most challenging aspects of production AI: efficiently scaling GPU resources to balance cost, latency, and throughput. This comprehensive guide explores […]

AI Engineering in 2025: The Year That Changed Everything – A Comprehensive Review

Posted on December 25, 2025 by Nithin Mohan TK 14 min read

A comprehensive review of the most transformative year in AI engineering history. From GPT-5.2 to Gemini 3, xAI’s Grok 4, DeepSeek’s rise, Kimi K2’s emergence, regulatory shifts, and what’s coming in 2026.

The AI Hardware Price Surge: Why GPUs, SSDs, and RAM Are Getting Expensive (And When It’ll End)

Posted on November 17, 2025 by Nithin Mohan TK 4 min read

Hardware prices are surging due to unprecedented AI demand. Comprehensive analysis of why GPU, SSD, and RAM prices are up 30-70% in 2025, when normalization will occur, and strategic buying recommendations.