Next time a cloud vendor tells you "your data stays in India," try this. Ask one follow-up: if a court in another country ordered you to hand over my data, would you have to?A good vendor answers that straight. A less g…
Which GPU is "cheapest" for running an LLM? If you are merely going to look at the hourly rate on the pricing page, then it's a pretty straightforward thing, but that is not actually useful. A $3 per hour GPU generating…
Every compliance conversation in India eventually lands on the same question: can we just use AWS, or do we actually need an Indian provider?The honest answer is "it depends on what you're storing," and most teams do no…
The L4 has become the default recommendation for cost-efficient inference, and once you start actually shopping for one, you will notice something odd. The exact same 24GB card shows up priced anywhere from a few cents …
Have you ever found yourself stuck in this question: "will this model fit on my GPU?". A lot of us have. The honest answer is always "it depends on quantization and context length," which is true but not actually useful…
I have watched more than one team pick a DDoS provider based purely on a big capacity number on a marketing page, only to get genuinely caught out months later by a smaller, faster attack that number was never protected…
Not too long ago, getting your hands on an H200 usually meant going through a global cloud provider, paying in dollars, and hoping your data residency requirements did not become a problem later. That situation has genu…
There is a specific kind of frustration that comes from watching a training run crash with a CUDA out of memory error for the third time in a week. You tweak the batch size, you quantize a little harder, you free up cac…
If you have spent any time on startup Twitter or LinkedIn this year, you have probably noticed something. Everyone is suddenly talking about AI funding in India. Not in the vague way people talked about it two years ago…
A couple of years ago, fine-tuning a large language model meant a rack of expensive GPUs, a dedicated ML team, and a training bill with a lot of zeros in it. Well, now in 2026, a developer with one decent GPU and an aft…
When you start working with Kubernetes, you need to expose your app and open the docs. Suddenly there are five service types staring back at you: ClusterIP, NodePort, LoadBalancer, ExternalName, Headless.If you are wond…
Every compliance conversation in India eventually lands on the same question: can we just use AWS, or do we actually need an Indian provider?The honest answer is "it depends on what you're storing," and most teams do no…
Every compliance conversation in India eventually lands on the same question: can we just use AWS, or do we actually need an Indian provider?The honest answer is "it depends on what you're storing," and most teams do no…
If you have spent any time provisioning AI infrastructure over the last few years, you have watched the ground shift under you more than once. A100. Then H100. Then H200. Now Blackwell and Rubin are showing up in every …
If you have priced out a GPU recently, whether for gaming, a workstation, or an AI project, you already know something has changed. Prices are continuously rising.In short: GPU prices are surging in 2026 because massive…
Cloud migration used to be a simple pitch: move off your servers, save money, scale on demand. For Indian enterprises today, the decision is more layered. Compliance rules have tightened. Cloud bills have grown unpredic…
Choosing a hosting provider used to be simple. You picked whoever was cheapest and hoped for the best. That approach does not work anymore.In 2026, your website is often the first place a customer meets your business. I…
Kubernetes vs Docker When you start working with Kubernetes, you need to expose your app and open the docs. Suddenly there are five service types staring back at you: ClusterIP, NodePort, LoadBalancer, ExternalName, Hea…
