gpu-infrastructure

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Company
MATH puts a price on getting AI startups unstuck
Ai · Developer Tools · Education

MATH puts a price on getting AI startups unstuck

For ₹118,000 including GST, MATH’s year-long Nuage programme offers AI founders a route to compute, mentors and potential customers. The interesting part is how those pieces fit together.

artificial-intelligence · machine-learningRead →
Legend
Bin Fan Has Spent a Career Shortening the Distance Between Data and Work
Engineer · Executive · Operator

Bin Fan Has Spent a Career Shortening the Distance Between Data and Work

Before AI teams worried about feeding GPUs, Bin Fan was making key-value systems waste fewer bytes. His career follows one stubborn question across two technological eras: how do you keep expensive machines from waiting on data?

bin-fan · alluxioRead →
Company
The Startup That Put Kubernetes Inside Kubernetes
Developer Tools · Enterprise · Saas

The Startup That Put Kubernetes Inside Kubernetes

A failed platform-as-a-service taught two founders that the expensive part of Kubernetes was not the workload. It was the cluster itself. Their answer was to put a real control plane inside another cluster - and make infrastructure multiply without multiplying the bill.

kubernetes · virtual-kubernetes-clustersRead →
Legend
Vsevolod Leonov Has Spent a Career Moving Toward the Machine Room
Founder · Operator · Engineer

Vsevolod Leonov Has Spent a Career Moving Toward the Machine Room

He learned the internet through portals, games and partnerships. Now the former Google executive is testing the economics and infrastructure of open-source AI with his own hands.

ai-agents · ai-infrastructureRead →
Legend
Chuck Tatham’s Two-Decade Bet: Make Waste Visible, Then Make It Actionable
Executive · Operator · Author

Chuck Tatham’s Two-Decade Bet: Make Waste Visible, Then Make It Actionable

From Lotus and Changepoint to Kubex, the Toronto software executive has built a career around a stubborn enterprise problem: data is only valuable when someone can act on it.

chuck-tatham · kubexRead →
Company
Hydra Host Wants to Turn the GPU Gold Rush Into a Boring, Profitable Utility
Ai · Enterprise · Developer Tools

Hydra Host Wants to Turn the GPU Gold Rush Into a Boring, Profitable Utility

The Miami-born company is stitching independent data centers into one programmable GPU network. Its wager is that the real bottleneck in AI is no longer buying chips - it is keeping them provisioned, occupied and earning.

gpu-infrastructure · bare-metal-gpuRead →
Company
The Open-Source Company That Quietly Runs Other People's Clouds
Enterprise · Developer Tools · Ai

The Open-Source Company That Quietly Runs Other People's Clouds

It bet on OpenStack, bought Docker Enterprise, and now wants to turn your GPUs into an AI factory - all without locking you in. In August 2026, IREN bought the whole thing for $625 million.

kubernetes · openstackRead →