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Frédéric Guariento

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Location Nivelles, Belgium Joined Joined on  Personal website https://articles.savethemall.eu github website
AI Systems: MCP vs CLI – Which Interface Should You Trust?

AI Systems: MCP vs CLI – Which Interface Should You Trust?

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4 min read
Your RAG Answers From 62% of Your Corpus and Won't Tell You

Your RAG Answers From 62% of Your Corpus and Won't Tell You

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6 min read
Why BYD's Victory Reveals the Future of Software: Vertical Integration Is Coming to AI

Why BYD's Victory Reveals the Future of Software: Vertical Integration Is Coming to AI

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7 min read
How Fast Could Your AI Do This?" — The Honest Answer

How Fast Could Your AI Do This?" — The Honest Answer

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5 min read
AI in the SOC: The Seductive Trap of Automation Without Thinking

AI in the SOC: The Seductive Trap of Automation Without Thinking

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7 min read
Dark Factories Are a Myth—But the Real Automation Story Is More Complex

Dark Factories Are a Myth—But the Real Automation Story Is More Complex

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6 min read
What It Actually Takes to Run Your Own AI: One Consumer GPU, a Routed Model Mesh, and $100 a Month

What It Actually Takes to Run Your Own AI: One Consumer GPU, a Routed Model Mesh, and $100 a Month

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7 min read
After NEXUS: Three Books That Reshaped How I Read AI

After NEXUS: Three Books That Reshaped How I Read AI

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4 min read
Building Your Own Sovereign CVE Watch: An OpenCVE Field Report

Building Your Own Sovereign CVE Watch: An OpenCVE Field Report

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5 min read
Harvest Now, Decrypt Later: Why Post-Quantum Cryptography Can't Wait

Harvest Now, Decrypt Later: Why Post-Quantum Cryptography Can't Wait

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6 min read
NIS2 Isn't Compliance Theatre—It's a Liability Shift

NIS2 Isn't Compliance Theatre—It's a Liability Shift

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7 min read
The AI Cold War Just Tipped—And We Barely Noticed

The AI Cold War Just Tipped—And We Barely Noticed

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7 min read
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