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Model Context Protocol (MCP) Internals: JSON-RPC 2.0 Transport and Tool Sandboxing

Model Context Protocol (MCP) Internals: JSON-RPC 2.0 Transport and Tool Sandboxing

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18 min read
Counting the AI Gateway Surface: ZoomEye Data on LiteLLM and Kestra After the September KEV Batch

Counting the AI Gateway Surface: ZoomEye Data on LiteLLM and Kestra After the September KEV Batch

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3 min read
Your AI Gateway Is Holding the Keys: Hardening Self-Hosted LLM Infrastructure After the LiteLLM and Starlette KEV Additions

Your AI Gateway Is Holding the Keys: Hardening Self-Hosted LLM Infrastructure After the LiteLLM and Starlette KEV Additions

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3 min read
What a Bad Week of AI Agent Headlines Actually Teaches About Oversight

What a Bad Week of AI Agent Headlines Actually Teaches About Oversight

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14 min read
Your assistant didn't get breached. It's gossiping.

Your assistant didn't get breached. It's gossiping.

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3 min read
I Spent My Weekend Reading the Paper That Cracked Every Major LLM’s “Encrypted” Reasoning, and It’s…

I Spent My Weekend Reading the Paper That Cracked Every Major LLM’s “Encrypted” Reasoning, and It’s…

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13 min read
How I Secure LLM Reasoning Traces: 85% Block Rate

How I Secure LLM Reasoning Traces: 85% Block Rate

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9 min read
Is AI Progress Exponential? The Shift from Scaling to Local Deployment

Is AI Progress Exponential? The Shift from Scaling to Local Deployment

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4 min read
Why Big Tech Keeps Losing LLMs to Basic Social Engineering

Why Big Tech Keeps Losing LLMs to Basic Social Engineering

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5 min read
Your LLM's Input Filter Can't Read Ciphertext. That's the Whole Exploit.

Your LLM's Input Filter Can't Read Ciphertext. That's the Whole Exploit.

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3 min read
Ollama Model Loading RCE: Three Years of the Same Bug Class, One Self-Hosted LLM Runtime

Ollama Model Loading RCE: Three Years of the Same Bug Class, One Self-Hosted LLM Runtime

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7 min read
AI Agent Security: A Pre-Launch Checklist for Founders

AI Agent Security: A Pre-Launch Checklist for Founders

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4 min read
Three packages claim 'SkillsGuard'. One shipped malware.

Three packages claim 'SkillsGuard'. One shipped malware.

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7 min read
NCompass Technologies: Why Local LLM Artifacts Beat API Abstraction

NCompass Technologies: Why Local LLM Artifacts Beat API Abstraction

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4 min read
AURA (AI User Risk Assessment): A behavioral threat-intelligence framework for AI Safety

AURA (AI User Risk Assessment): A behavioral threat-intelligence framework for AI Safety

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2 min read
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