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AI infrastructure

Abstract illustration of GPU data flow and infrastructure optimization with geometric chip patterns
AI

Why Your GPU Infrastructure Costs 40% More Than It Should

Most AI infrastructure teams spend 35-60% more on GPU compute than they need to. The cause isn’t cloud pricing. It is architecture, and it is fixable.

By Julien Laurenceau, 4 months2026-06-14 ago
AI

Tesla’s .SMOL Format Shows Why Most Enterprise Data Lakes Are Architecturally Wrong

When Tesla published patent WO2024073080 describing a new file format internally called “.smol”, the headline was simple: 4x reduction in IOPS for AI training. Most people read this as a hardware story. It isn’t. It’s a data architecture story. And it exposes a structural weakness in how most enterprise data Read more

By Julien Laurenceau, 8 months2026-02-11 ago
data

🚨 MinIO goes into maintenance mode

MinIO has just announced that the open source project is now in maintenance-only mode: no new features, no regular PR review, only best-effort community support.If your data lake, AI workloads or internal S3-compatible storage rely on MinIO, this is no longer a theoretical risk: it is an operational one. Over Read more

By Julien Laurenceau, 10 months2025-12-15 ago

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