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AI Network

4 min read

SemiAnalysis Just Field-Tested Our Whitepaper. It Passed. Most Neoclouds Didn't.

Earlier this year Hedgehog wrote a detailed whitepaper explaining exactly why host and container-level isolation can't hold on GPU infrastructure....

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3 min read

Podcast - Why Automated Networks Still Need Human Oversight with Scott Robohn

On a recent episode of “The AI Hedge,” I sat down with Scott Robohn, consulting CTO for Carahsoft and co-founder of the Network Automation Forum, to...

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3 min read

Vera Rubin scales up the rack and now the network needs to scale out as well

SemiAnalysis's recent analysis of Vera Rubin vs Grace Blackwell inference is, as usual, very thorough, and worth reading in full. These early results...

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2 min read

Hedgehog's latest update just dropped. Find out what's new.

Hedgehog 26.03 is out now (Aug 2026), moving us further down the path we're on with you: making an AI-ready network fabric that behaves like cloud...

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9 min read

Disaggregated Inference - Part 2: Designing the RoCE Fabric. Why L3 to the Host Wins

For most of the last few years, when network engineers talked about RoCE, they were talking about the inside of an AI training cluster — the...

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8 min read

Disaggregated Inference - Part 1: Why the AI Network Is the Product

The Moment the Industry Noticed the Network At Computex 2026 in Taipei, the AI infrastructure industry got its first look at disaggregated inference...

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hedgehog-contains-security-exploits-with-smaller-blast-radius

9 min read

The Security Math: Shrinking the Blast Radius

Hedgehog AI Network Planner: Part 8

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2-devops-engineers-run-hedgehog-12-diy-engineers-cost-2-million-more

10 min read

The Operations Math: Empowering Standard DevOps

Hedgehog AI Network Planner: Part 5

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