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

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

#agents #ai #llm #security
Comments
4 min read
Prompt Caching Is a Timing Oracle: How the 41-80% Cost Win Becomes Cross-Tenant System Prompt Extraction
rxkov profile
Rxkov

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

#api #cybersecurity #llm #security
Comments
4 min read
MCP Tool Schema Poisoning: When the Framework Layer Authorizes the Attack
rxkov profile
Rxkov

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

#cybersecurity #llm #mcp #security
Comments
6 min read
A multi-agent translation pipeline: 1,081 documents at $2.31 each
jackhomer profile

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

#ai #agents #llm #translation
Comments
2 min read
LLM Covert Channels: How AI Agents Exfiltrate Data in Plain Sight
rxkov profile
Rxkov

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

#ai #cybersecurity #llm #security
Comments
5 min read
One API Key Across OpenAI, Claude and Gemini: Chatbot Fallback Options for SaaS Apps
colemitchell4991 profile

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

#chatbot #llm #api #saas
Comments
7 min read
Your agent's memory is a liability: track state, not history
pierrelaurentmedori profile

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

#ai #llm #architecture #performance
10
Picked as gem Comments 6
10 min read
Stop Building Chatbots and Start Building Agents
ntty profile
Ntty

Stop Building Chatbots and Start Building Agents

#agents #ai #architecture #llm
5
Comments
3 min read
Evals: How You Know the Agent Works in Production
rxkov profile
Rxkov

Evals: How You Know the Agent Works in Production

#agentic #llm #evals #testing
Comments 1
3 min read
handoff: Give the Next AI Agent the Context It Actually Needs
shubham399 profile

handoff: Give the Next AI Agent the Context It Actually Needs

#ai #llm #promptengineering #productivity
2
Comments
5 min read
GRPO, Dr. GRPO, and DAPO Explained — The One Identity That Unifies All Three
cofldus profile

GRPO, Dr. GRPO, and DAPO Explained — The One Identity That Unifies All Three

#machinelearning #python #deeplearning #llm
Comments
5 min read
AI Agent Long-Term Memory Is an Unguarded Database: How Poisoning Attacks Survive Across Sessions
rxkov profile
Rxkov

AI Agent Long-Term Memory Is an Unguarded Database: How Poisoning Attacks Survive Across Sessions

#ai #cybersecurity #llm #security
Comments
5 min read
Specification Gaming Is an Attack Surface, Not an Alignment Footnote
rxkov profile
Rxkov

Specification Gaming Is an Attack Surface, Not an Alignment Footnote

#agents #ai #llm #security
Comments
5 min read
AI Voice Agent with Function Calling — Calling Real APIs Mid-Conversation in Python
harpreetseehra profile

AI Voice Agent with Function Calling — Calling Real APIs Mid-Conversation in Python

#agents #ai #llm #python
Comments
8 min read
Indirect Prompt Injection via API Responses: The Attack Agents Cannot Stop at the LLM Layer
rxkov profile
Rxkov

Indirect Prompt Injection via API Responses: The Attack Agents Cannot Stop at the LLM Layer

#agents #cybersecurity #llm #security
Comments
5 min read
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