If you've ever spun up a GPU cluster, deployed a large model, or priced out inference infrastructure, you've already bumped into one uncomfortable truth: *AI workloads are power-hungry in a way that traditional web apps simply aren't.
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A single H100 GPU draws around 700W. A rack of them? You're looking at tens of kilowatts. Scale that to a hyperscale training cluster, and you'...
There is a moment almost every product team runs into.
Someone uploads a PDF. Then someone else opens a spreadsheet. A support agent needs to inspect a log file. A reviewer wants to check a DOCX attachment. An engineer clicks into JSON. A designer drops in an SVG. Suddenly one small “preview this file” feature turns into a scattered collection of viewers, custom conditions, and inconsis...
Your client swears the site is slow. You check Google Analytics — traffic looks normal. PageSpeed scores are decent. The server isn't maxed out. Nothing obvious.
Sound familiar?
We just diagnosed exactly this scenario on a real production site. The culprit wasn't a bloated plugin, a bad hosting plan, or unoptimized images. It was invisible traffic that ...
You have a game idea. You need a development studio to build it. You send out a brief, and the quotes come back wildly different - one studio says three months and fifty thousand pounds, another says twelve months and three hundred thousand. Neither feels right, and you have no way to evaluate which is closer to reality.
This is not a sign that studios are guessing or inflating prices. ...
This is a submission for the Gemma 4 Challenge: Build with Gemma 4
WhiteboardIQ — snap a photo of any whiteboard and get back a clean, structured list of action items, owners, deadlines, and priorities in seconds.
Every team has been there: 45 minutes of productive planning,...