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5 Things That Make an AI Agent Actually Useful (Not Just Cool)

5 Things That Make an AI Agent Actually Useful (Not Just Cool)

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4 min read
Giving AI Agents the Same RBAC Rules as Your Users: Building a Laravel Permission Layer LLMs Actually Respect

Giving AI Agents the Same RBAC Rules as Your Users: Building a Laravel Permission Layer LLMs Actually Respect

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11 min read
RAG Poisoning Is a Supply Chain Attack, Not a Prompt Injection Variant

RAG Poisoning Is a Supply Chain Attack, Not a Prompt Injection Variant

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4 min read
Open-Source LLMs Are Unverified Dependencies: The Model Backdoor Gap npm Already Solved

Open-Source LLMs Are Unverified Dependencies: The Model Backdoor Gap npm Already Solved

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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
OAuth Token Leakage in Agentic AI: When the Context Window Becomes a Credential Store

OAuth Token Leakage in Agentic AI: When the Context Window Becomes a Credential Store

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4 min read
LLM API Keys Fail Faster: Five Exposure Vectors Your Secret Hygiene Guide Has Not Caught Up With

LLM API Keys Fail Faster: Five Exposure Vectors Your Secret Hygiene Guide Has Not Caught Up With

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4 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
Tool Grants Are Firewall Rules: How Excessive Agency Turns Permitted Actions Into Production Incidents

Tool Grants Are Firewall Rules: How Excessive Agency Turns Permitted Actions Into Production Incidents

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4 min read
LLM Covert Channels: How AI Agents Exfiltrate Data in Plain Sight

LLM Covert Channels: How AI Agents Exfiltrate Data in Plain Sight

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5 min read
A multi-agent translation pipeline: 1,081 documents at $2.31 each

A multi-agent translation pipeline: 1,081 documents at $2.31 each

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2 min read
MCP Tool Schema Poisoning: When the Framework Layer Authorizes the Attack

MCP Tool Schema Poisoning: When the Framework Layer Authorizes the Attack

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6 min read
Prompt Caching Is a Timing Oracle: How the 41-80% Cost Win Becomes Cross-Tenant System Prompt Extraction

Prompt Caching Is a Timing Oracle: How the 41-80% Cost Win Becomes Cross-Tenant System Prompt Extraction

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4 min read
One API Key Across OpenAI, Claude and Gemini: Chatbot Fallback Options for SaaS Apps

One API Key Across OpenAI, Claude and Gemini: Chatbot Fallback Options for SaaS Apps

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7 min read
Your agent's memory is a liability: track state, not history

Your agent's memory is a liability: track state, not history

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10 min read
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