During a flash sale there is not only high traffic on the website but a lot of traffic arrives in the same sixty seconds. When Flipkart's Big Billion Days opened in October 2026, the company reportedly had around 6.3 million shoppers on the platform at once.  It is only fair to wonder how these websites keep up with such huge numbers all at once? How do they not crash? For a big company...

Here is how I would audit any cloud GPU bill. Take the hourly rate, multiply it by 730 hours in a month, then ask a rude question: for how many of those hours was anything actually running? Most teams have never done that sum. The answer tends to be uncomfortable, and it is only one of three places money leaks out. Let me walk through all three with one real-looking example, so you can run the...

In 2020 when A100 was launched by Nvidia. If someone asked what GPU to use for inference, the A100 was our default answer. It was not a bad recommendation at the time. It was genuinely one of the best data center GPUs available, and for a few years there was not a clearly better option built specifically for serving models rather than training them. That stopped being true a while ago, and we...

I have looked at enough cloud bills to know the pattern by now. Someone's storage volume barely changed month to month, but the bill went up anyway, sometimes by a lot. Nine times out of ten, the actual data sitting in storage was never the problem.  Cloud storage billing is not one number. It is at least three separate charges stacked together, and most people only ever look at the first...

I get asked about this card constantly, usually by someone comparing it to a stack of RTX 5090s or wondering why the price keeps moving every time they check. Both are fair questions, and the answer depends entirely on what you're actually running. Let me walk you through what this card is, why its price has gone a little insane, and when it genuinely earns its cost. Quick answer: the RTX PRO...

I've sat through a lot of "we'll deal with it later" conversations about India's data protection law. I get why. The Act passed back in 2023, the rules only showed up in November 2025, and the real deadlines still feel far off. They're not as far off as they feel. Let me walk you through what this law actually requires, and what you should be doing about it right now. Quick answer: the DPDP...

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. If it loads slowly, goes down during a sale, or gets hit by a bot attack, you lose more than a visitor. You lose revenue and trust. This guide breaks down exactly what small...

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 wondering "which one and why" and all you have gotten so far from the internet is the YAML do not worry, I have got it covered. In this blog you'll know exactly which service type...

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 not find that out until an auditor asks for evidence they cannot produce. Here is how to actually think through this decision. Quick answer: AWS operates fully compliant,...

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 procurement conversation. It is a lot to track. So here is the roadmap laid out plainly, generation by generation. The context in this will help you when you are the one...

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 AI data center demand has triggered a global memory shortage. AI infrastructure absorbs a huge share of high-end memory, including HBM, GDDR6, GDDR7, and DDR5, leaving far...