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5 Things That Make an AI Agent Actually Useful (Not Just Cool)
Anindya Mukherjee
Anindya Mukherjee
Anindya Mukherjee
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Aug 3
5 Things That Make an AI Agent Actually Useful (Not Just Cool)
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ai
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llm
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programming
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productivity
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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
Hossein Hezami
Hossein Hezami
Hossein Hezami
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Sep 6
Giving AI Agents the Same RBAC Rules as Your Users: Building a Laravel Permission Layer LLMs Actually Respect
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ai
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laravel
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permission
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llm
5
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11 min read
RAG Poisoning Is a Supply Chain Attack, Not a Prompt Injection Variant
Rxkov
Rxkov
Rxkov
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Sep 6
RAG Poisoning Is a Supply Chain Attack, Not a Prompt Injection Variant
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ai
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llm
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rag
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security
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4 min read
Open-Source LLMs Are Unverified Dependencies: The Model Backdoor Gap npm Already Solved
Rxkov
Rxkov
Rxkov
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Sep 6
Open-Source LLMs Are Unverified Dependencies: The Model Backdoor Gap npm Already Solved
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cybersecurity
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llm
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opensource
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security
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5 min read
AI Agents Are eval(userInput) With Extra Steps
Rxkov
Rxkov
Rxkov
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Sep 6
AI Agents Are eval(userInput) With Extra Steps
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agents
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ai
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llm
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security
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5 min read
OAuth Token Leakage in Agentic AI: When the Context Window Becomes a Credential Store
Rxkov
Rxkov
Rxkov
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Sep 6
OAuth Token Leakage in Agentic AI: When the Context Window Becomes a Credential Store
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ai
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cybersecurity
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llm
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security
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4 min read
LLM API Keys Fail Faster: Five Exposure Vectors Your Secret Hygiene Guide Has Not Caught Up With
Rxkov
Rxkov
Rxkov
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Sep 6
LLM API Keys Fail Faster: Five Exposure Vectors Your Secret Hygiene Guide Has Not Caught Up With
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ai
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cybersecurity
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llm
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security
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4 min read
Agent Output Is an Injection Vector: SQL, Shell, and Template Engines
Rxkov
Rxkov
Rxkov
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Sep 6
Agent Output Is an Injection Vector: SQL, Shell, and Template Engines
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agents
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ai
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cybersecurity
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llm
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5 min read
Tool Grants Are Firewall Rules: How Excessive Agency Turns Permitted Actions Into Production Incidents
Rxkov
Rxkov
Rxkov
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Sep 6
Tool Grants Are Firewall Rules: How Excessive Agency Turns Permitted Actions Into Production Incidents
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agents
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ai
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llm
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security
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4 min read
LLM Covert Channels: How AI Agents Exfiltrate Data in Plain Sight
Rxkov
Rxkov
Rxkov
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Sep 6
LLM Covert Channels: How AI Agents Exfiltrate Data in Plain Sight
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ai
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cybersecurity
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llm
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security
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5 min read
A multi-agent translation pipeline: 1,081 documents at $2.31 each
Jack Homer
Jack Homer
Jack Homer
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Sep 8
A multi-agent translation pipeline: 1,081 documents at $2.31 each
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ai
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agents
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llm
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translation
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2 min read
MCP Tool Schema Poisoning: When the Framework Layer Authorizes the Attack
Rxkov
Rxkov
Rxkov
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Sep 6
MCP Tool Schema Poisoning: When the Framework Layer Authorizes the Attack
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cybersecurity
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llm
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mcp
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security
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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
Rxkov
Rxkov
Rxkov
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Sep 6
Prompt Caching Is a Timing Oracle: How the 41-80% Cost Win Becomes Cross-Tenant System Prompt Extraction
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api
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cybersecurity
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llm
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security
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4 min read
One API Key Across OpenAI, Claude and Gemini: Chatbot Fallback Options for SaaS Apps
ColeMitchell4991
ColeMitchell4991
ColeMitchell4991
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Aug 2
One API Key Across OpenAI, Claude and Gemini: Chatbot Fallback Options for SaaS Apps
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chatbot
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llm
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api
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saas
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7 min read
Your agent's memory is a liability: track state, not history
Pierre-Laurent Medori
Pierre-Laurent Medori
Pierre-Laurent Medori
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Sep 3
Your agent's memory is a liability: track state, not history
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ai
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llm
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architecture
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performance
10
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Picked as gem
Picked as gem by you
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10 min read
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