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The Orchestrator's Deputy Has No Scope: Ambient Authority Is the Root Bug in Multi-Agent AI

The Orchestrator's Deputy Has No Scope: Ambient Authority Is the Root Bug in Multi-Agent AI

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5 min read
LLM Agent Sandboxes Have Two Escape Surfaces. Only One Gets CVEs.

LLM Agent Sandboxes Have Two Escape Surfaces. Only One Gets CVEs.

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5 min read
Multi-Agent Collaboration Hits the Engineering Wall

Multi-Agent Collaboration Hits the Engineering Wall

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6 min read
Beyond Single-Agent Loops: How We Built Multi-Agent Orchestration in Octo

Beyond Single-Agent Loops: How We Built Multi-Agent Orchestration in Octo

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10 min read
2025年AI Agent五大趋势:从端侧智能到多智能体协作

2025年AI Agent五大趋势:从端侧智能到多智能体协作

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2 min read
Advertised but never wired: config options that exist everywhere except the code path

Advertised but never wired: config options that exist everywhere except the code path

Comments 2
6 min read
Your AI agent's guardrails don't know what it's allowed to do

Your AI agent's guardrails don't know what it's allowed to do

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5 min read
Microsoft confie 90 % de sa chasse aux failles à un mini-modèle

Microsoft confie 90 % de sa chasse aux failles à un mini-modèle

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6 min read
Agent Identity Spoofing in Multi-Agent Systems: Your Orchestrator Has No Idea Who It Is Talking To

Agent Identity Spoofing in Multi-Agent Systems: Your Orchestrator Has No Idea Who It Is Talking To

Comments 1
5 min read
Stateless AI agents are a bug, not a feature. Meet the Brain Flywheel.

Stateless AI agents are a bug, not a feature. Meet the Brain Flywheel.

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6 min read
When an AI Agent Makes a Mistake in Production, Which Layer Should Stop It?

When an AI Agent Makes a Mistake in Production, Which Layer Should Stop It?

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Comments 3
15 min read
AI Agent Observability Is Off by Default — And That Is a Security Problem

AI Agent Observability Is Off by Default — And That Is a Security Problem

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5 min read
AI Agents Are eval(userInput) With Extra Steps

AI Agents Are eval(userInput) With Extra Steps

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5 min read
AI Agent Replay Attacks: Your Execution Trace Is a Durable Attack Surface

AI Agent Replay Attacks: Your Execution Trace Is a Durable Attack Surface

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5 min read
Agent Output Is an Injection Vector: SQL, Shell, and Template Engines

Agent Output Is an Injection Vector: SQL, Shell, and Template Engines

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5 min read
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