AI Agent Infrastructure: What You Need to Run 20-100 Agents in Production
A practical guide to hosting AI agents at scale. GPU requirements, memory, storage, networking, and the managed vs self-hosted decision for production AI agent workloads.
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AI infrastructure
Field notes on GPU servers, LLM hosting and inference in India: sizing GPU memory, choosing H100, A100 or L40S, and running AI workloads in production.
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Deploy LLaMA 3 in India: Complete Guide with Indian GPU Pricing
Step-by-step guide to deploying LLaMA 3 models on Indian GPU infrastructure. vLLM setup, GPU requirements, pricing comparison, and managed deployment options.
GPU Cloud in India vs US GPU Clouds: Price, Latency and Billing (2026)
H100 at ₹1,80,000 a month in Mumbai vs US GPU clouds at $1.99–4.29 an hour, checked 12 Oct 2026. Form factor, latency, INR billing, when to use AWS hourly.
NVIDIA H100 Price in India (2026): ₹23–35 Lakh to Buy, ₹1,80,000 a Month to Rent
NVIDIA H100 price in India, checked 12 Oct 2026: ₹23–35 lakh to buy an 80GB card; ₹255.55–395/hr or ₹1,80,000 a month to rent. Six clouds and AWS compared.
LLMOps: The Complete Guide to Managing Large Language Models in Production
Learn LLMOps best practices for deploying, managing, and scaling large language models in production environments securely.
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