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📰 Dev.to · correctover

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Try MCP security scanning in 30 seconds — `npx correctover-scan --demo`
Dev.to · correctover 1w ago
Try MCP security scanning in 30 seconds — `npx correctover-scan --demo`
Correctover is an AI agent runtime authorization and evidence verification layer. We just shipped...
Your AI Agent Stack May Have These 16 Vulnerability Patterns
Dev.to · correctover 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
Your AI Agent Stack May Have These 16 Vulnerability Patterns
An MCP ecosystem audit of 37 repositories and 24 standalone servers found 16 recurring vulnerability patterns — path traversal in 6 of 6 targets, a CVSS 10.0 ev
AI Agent Security Audit: From MCP Penetration Testing to LLM Vulnerability Assessment
Dev.to · correctover 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
AI Agent Security Audit: From MCP Penetration Testing to LLM Vulnerability Assessment
A practical guide to AI security audit methodology for LLM agents and MCP servers, based on 24 CCS detection rules and real-world vulnerability findings across
Even LLM Security Tools Have Vulnerabilities: SSRF in protectai/llm-guard
Dev.to · correctover 🧠 Large Language Models ⚡ AI Lesson 1mo ago
Even LLM Security Tools Have Vulnerabilities: SSRF in protectai/llm-guard
The Irony LLM Guard is a security tool — it's supposed to protect LLM applications from...
We Published the First Formal Conformance Standard for AI Agents
Dev.to · correctover 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
We Published the First Formal Conformance Standard for AI Agents
We audited 8,000+ real API calls across multiple providers and fault scenarios. The results exposed a...
The Gap Every AI Gateway Misses: Why HTTP 200 Is Not a Correct Response
Dev.to · correctover 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
The Gap Every AI Gateway Misses: Why HTTP 200 Is Not a Correct Response
There's a $140M elephant in the room. In April 2026, Palo Alto Networks acquired Portkey for $140M —...
The Invisible Leak: 5 Catastrophic AI Agent Failures and the 56.8% Truth No One Talks About
Dev.to · correctover 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
The Invisible Leak: 5 Catastrophic AI Agent Failures and the 56.8% Truth No One Talks About
The Invisible Leak: 5 Catastrophic AI Agent Failures and the 56.8% Truth No One Talks...
Honesty Theater: Why Disclosure Reliability in LLM Guardrails
Dev.to · correctover 🧠 Large Language Models ⚡ AI Lesson 1mo ago
Honesty Theater: Why Disclosure Reliability in LLM Guardrails
Honesty Theater: Why Disclosure ≠ Reliability in LLM Guardrails When a guardrail says it...
Introducing correctover-patronus: 6-Dimensional Verification for Patronus AI
Dev.to · correctover 🧠 Large Language Models ⚡ AI Lesson 1mo ago
Introducing correctover-patronus: 6-Dimensional Verification for Patronus AI
The Problem LLM evaluation tools like Patronus AI excel at hallucination detection,...
That 200 OK From Your LLM Gateway Probably Means Nothing
Dev.to · correctover 🧠 Large Language Models ⚡ AI Lesson 1mo ago
That 200 OK From Your LLM Gateway Probably Means Nothing
Every AI gateway on the market — LiteLLM, Portkey, OpenRouter, Olla — checks the same things: HTTP...
Your AI Gateway's 200 OK Is Lying to You — A Practical Guide to Response Validation
Dev.to · correctover 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Your AI Gateway's 200 OK Is Lying to You — A Practical Guide to Response Validation
Every AI gateway on the market — LiteLLM, Portkey, OpenRouter, Olla — checks the same things: HTTP...
Correctover MCP Server: Your AI Assistant Now Knows When Your LLM Calls Are Actually Correct
Dev.to · correctover 🧠 Large Language Models ⚡ AI Lesson 2mo ago
Correctover MCP Server: Your AI Assistant Now Knows When Your LLM Calls Are Actually Correct
Correctover MCP Server is the first contract-validation MCP tool on the Official Registry. 6-dimension validation in 22us. BYOK, zero markup. Install in 30 seco
I Built a Desktop AI Gateway in 73 Lines of Python
Dev.to · correctover 🤖 AI Agents & Automation ⚡ AI Lesson 2mo ago
I Built a Desktop AI Gateway in 73 Lines of Python
Every desktop AI tool lets you configure one API endpoint. When that provider goes down, your tool stops. Here is a lightweight fix.