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Scoping Multi-Agent Systems: When Agent Swarms Actually Reduce Cost (And When They Don't)

Scoping Multi-Agent Systems: When Agent Swarms Actually Reduce Cost (And When They Don't)

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2 min read
Why SREL Matters for Agent Governance

Why SREL Matters for Agent Governance

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3 min read
EPIC Mode: A Blueprint for Stopping Agent Overthinking

EPIC Mode: A Blueprint for Stopping Agent Overthinking

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2 min read
I built a self-hosted MCP registry where AI agents pay me in USDC

I built a self-hosted MCP registry where AI agents pay me in USDC

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2 min read
I scanned 25 popular MCP servers — the hidden context-tax spans 544

I scanned 25 popular MCP servers — the hidden context-tax spans 544

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3 min read
When Agents Can Act on Real Devices, Governance Moves Beyond the Prompt

When Agents Can Act on Real Devices, Governance Moves Beyond the Prompt

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6 min read
Before You Give a Coding Agent Shell Access: A Boundary Test Harness You Can Run in an Afternoon

Before You Give a Coding Agent Shell Access: A Boundary Test Harness You Can Run in an Afternoon

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6 min read
Your System Prompt Is Not a Security Boundary: A Hands-On Probe for Agent Tool Calls

Your System Prompt Is Not a Security Boundary: A Hands-On Probe for Agent Tool Calls

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6 min read
Your AI Coding Agent Has Tools. Here's a Test Suite for the Sandbox You Hope It Respects

Your AI Coding Agent Has Tools. Here's a Test Suite for the Sandbox You Hope It Respects

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5 min read
Fuzz Your Agent's Tool Calls Before You Ship: A Reproducible Boundary Test Harness

Fuzz Your Agent's Tool Calls Before You Ship: A Reproducible Boundary Test Harness

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6 min read
Gate the Tools, Not the Hype: A Practical Pre-Flight Check for Coding Agents

Gate the Tools, Not the Hype: A Practical Pre-Flight Check for Coding Agents

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7 min read
Red-Teaming AI Coding Agents Without a Budget: A Boundary Test Suite on Free Models

Red-Teaming AI Coding Agents Without a Budget: A Boundary Test Suite on Free Models

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6 min read
How MCP fetch servers keep getting SSRF wrong (and how I tried not to)

How MCP fetch servers keep getting SSRF wrong (and how I tried not to)

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6 min read
An agent broke out of its sandbox to cheat on a test. No attacker was involved

An agent broke out of its sandbox to cheat on a test. No attacker was involved

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6 min read
I Broke My AI Decision System 20 Ways to See Which Layer Would Catch What

I Broke My AI Decision System 20 Ways to See Which Layer Would Catch What

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8 min read
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