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Three AI Coding Agents, Three Ways to Break Them, and One Thing Detection Will Never Give You

Three AI Coding Agents, Three Ways to Break Them, and One Thing Detection Will Never Give You

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6 min read

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Chainlit Fixed a CVSS 9.8 RCE. The Post-Patch Problem Is Worse.

Chainlit Fixed a CVSS 9.8 RCE. The Post-Patch Problem Is Worse.

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4 min read
Claude Code Fixed 6 Security Bugs in August. Your Agent's Audit Log Still Can't Prove a Thing.

Claude Code Fixed 6 Security Bugs in August. Your Agent's Audit Log Still Can't Prove a Thing.

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4 min read
Your AI Agent Audit Log Is Worthless: Why Detection Fails

Your AI Agent Audit Log Is Worthless: Why Detection Fails

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6 min read
Claude Can Click "Submit" Now. Where's the Verification Layer?

Claude Can Click "Submit" Now. Where's the Verification Layer?

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5 min read
An MCP server leaked API tokens through URL concatenation — here's the class of bug behind it

An MCP server leaked API tokens through URL concatenation — here's the class of bug behind it

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4 min read
I Added Cryptographic Receipts to MCP Tool Calls in 20 Lines of Code

I Added Cryptographic Receipts to MCP Tool Calls in 20 Lines of Code

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8 min read
47 Organizations Got Compromised Through an MCP Server. Here's How to Test Yours.

47 Organizations Got Compromised Through an MCP Server. Here's How to Test Yours.

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7 min read
How to Secure MCP Tool Calls in 3 Lines of Code

How to Secure MCP Tool Calls in 3 Lines of Code

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3 min read
I audited 12 MCP servers and found the same vulnerability in every one

I audited 12 MCP servers and found the same vulnerability in every one

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3 min read
We found an attack class in MCP tool-call receipts — and built a 7KB linter for it

We found an attack class in MCP tool-call receipts — and built a 7KB linter for it

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3 min read
When Your AI Agent Pays the Wrong Amount, It's Not a Security Bug — It's an Evidence Gap

When Your AI Agent Pays the Wrong Amount, It's Not a Security Bug — It's an Evidence Gap

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6 min read
When AI Agents Run Your Company, Who Signs the Receipt?

When AI Agents Run Your Company, Who Signs the Receipt?

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6 min read
Two Independent CCS Implementations Achieve 14/14 Interoperability

Two Independent CCS Implementations Achieve 14/14 Interoperability

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3 min read
I built a 7-dimension runtime verification standard for AI agents

I built a 7-dimension runtime verification standard for AI agents

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3 min read
Try MCP security scanning in 30 seconds — `npx correctover-scan --demo`

Try MCP security scanning in 30 seconds — `npx correctover-scan --demo`

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1 min read
Tencent just proved DeepSeek Harness needs runtime security (17-25.5% injection) — CCS is the control

Tencent just proved DeepSeek Harness needs runtime security (17-25.5% injection) — CCS is the control

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2 min read
腾讯DSH安全论文实测:间接Prompt注入成功率17-25.5%,运行时防护怎么做?

腾讯DSH安全论文实测:间接Prompt注入成功率17-25.5%,运行时防护怎么做?

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1 min read
MCP Gateways Can Block Attacks. The Hard Part Is Proving They Did.

MCP Gateways Can Block Attacks. The Hard Part Is Proving They Did.

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12 min read
Published Persistent: What an Account Wipe Taught Us About Security Outreach

Published Persistent: What an Account Wipe Taught Us About Security Outreach

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4 min read
AI Agent Security Audit Outreach: CVE Verification Before Cold-Emailing Maintainers

AI Agent Security Audit Outreach: CVE Verification Before Cold-Emailing Maintainers

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5 min read
Security-Rate Your MCP Server Before You Publish It on Smithery or Glama

Security-Rate Your MCP Server Before You Publish It on Smithery or Glama

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3 min read
When Your Agent's Tools Get Hijacked: Tool-Call Injection Patterns and Runtime Enforcement

When Your Agent's Tools Get Hijacked: Tool-Call Injection Patterns and Runtime Enforcement

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4 min read
You Pay for the Flagship Model — Your Agent Runs the Discount One

You Pay for the Flagship Model — Your Agent Runs the Discount One

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3 min read
Your Agent Isn't "Occasionally Wrong" — It's Quietly Burning Money Every Day

Your Agent Isn't "Occasionally Wrong" — It's Quietly Burning Money Every Day

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4 min read
One in Four Skills You Install From the Store Has a Vulnerability

One in Four Skills You Install From the Store Has a Vulnerability

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4 min read
A Number We Withdrew, and What Still Stands: 12 AI Frameworks, 87 Vulnerabilities

A Number We Withdrew, and What Still Stands: 12 AI Frameworks, 87 Vulnerabilities

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4 min read
Why Runtime Verification Is the Difference Between a Test and a Guardrail

Why Runtime Verification Is the Difference Between a Test and a Guardrail

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5 min read
Catching MCP Command Injection Before It Catches You: 3 Real CVEs, One Detection Demo

Catching MCP Command Injection Before It Catches You: 3 Real CVEs, One Detection Demo

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5 min read
Why AI Agents Need an IETF Standard for Execution Evidence

Why AI Agents Need an IETF Standard for Execution Evidence

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5 min read
AI Agents Can't Just Call Functions Anymore: The New Attack Surface Is Tool Invocation

AI Agents Can't Just Call Functions Anymore: The New Attack Surface Is Tool Invocation

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4 min read
Why AI Agents Need an IETF Standard for Execution Evidence

Why AI Agents Need an IETF Standard for Execution Evidence

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5 min read
The AI Runtime Attack Surface: 7 Threats Every CISO Should Know

The AI Runtime Attack Surface: 7 Threats Every CISO Should Know

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1 min read
AI Security Audit, MCP Penetration Testing, and LLM Vulnerability Assessment: A Repeatable Workflow

AI Security Audit, MCP Penetration Testing, and LLM Vulnerability Assessment: A Repeatable Workflow

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6 min read
CCS Compliance for AI Systems: A 24-Rule Framework for Production Security

CCS Compliance for AI Systems: A 24-Rule Framework for Production Security

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1 min read
Your AI Agent Stack May Have These 16 Vulnerability Patterns

Your AI Agent Stack May Have These 16 Vulnerability Patterns

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10 min read
AI Agent Security Audit: From MCP Penetration Testing to LLM Vulnerability Assessment

AI Agent Security Audit: From MCP Penetration Testing to LLM Vulnerability Assessment

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7 min read
AI Security Audit and MCP Penetration Testing: A Practical Guide for AI Agent Security

AI Security Audit and MCP Penetration Testing: A Practical Guide for AI Agent Security

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2 min read
Systematic Security Audit of AI Agent Frameworks: Verified Findings and Methodology

Systematic Security Audit of AI Agent Frameworks: Verified Findings and Methodology

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9 min read
AI Agent Security is Broken — We Integrated Runtime Call Verification into 4 Major Frameworks

AI Agent Security is Broken — We Integrated Runtime Call Verification into 4 Major Frameworks

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3 min read
MCP Penetration Testing: A Practical Guide for AI Agent Infrastructure Security

MCP Penetration Testing: A Practical Guide for AI Agent Infrastructure Security

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5 min read
石材台面加工工艺流程:从大板切割到成品安装

石材台面加工工艺流程:从大板切割到成品安装

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1 min read
人造石在公共建筑中的应用:机场、医院、学校的成功案例

人造石在公共建筑中的应用:机场、医院、学校的成功案例

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From Bounty to Defense: How 7 RCE Disclosures Shaped Production Detection Rules

From Bounty to Defense: How 7 RCE Disclosures Shaped Production Detection Rules

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1 min read
From Bounty to Defense: How 7 RCE Disclosures Shaped Production Detection Rules

From Bounty to Defense: How 7 RCE Disclosures Shaped Production Detection Rules

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"The State of AI Security in 2026: Why Every AI-Native Company Needs a Structured Security Audit"

"The State of AI Security in 2026: Why Every AI-Native Company Needs a Structured Security Audit"

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工程石材采购必读:公建项目对石英石人造石的技术要求

工程石材采购必读:公建项目对石英石人造石的技术要求

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MCP Security Across 12 AI Frameworks: Our Audit Findings

MCP Security Across 12 AI Frameworks: Our Audit Findings

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14.5 Microseconds: How We Benchmark Real-time RCE Detection for AI Workloads

14.5 Microseconds: How We Benchmark Real-time RCE Detection for AI Workloads

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福建泉州石材产业集群:从矿山到全球供应链

福建泉州石材产业集群:从矿山到全球供应链

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石材采购10个常见问题解答:从选材到验货的全流程FAQ

石材采购10个常见问题解答:从选材到验货的全流程FAQ

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厨房台面材料终极对比:岩板、石英石、人造石、不锈钢、实木谁更耐用?

厨房台面材料终极对比:岩板、石英石、人造石、不锈钢、实木谁更耐用?

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泰国曼谷石材生产基地:中国石材企业的东盟战略布局

泰国曼谷石材生产基地:中国石材企业的东盟战略布局

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石英石台面价格指南:2025-2026年市场行情与采购建议

石英石台面价格指南:2025-2026年市场行情与采购建议

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Why HTTP 200 Isn't Enough: The Case for Verified Failover in Multi-Provider LLM Architecture

Why HTTP 200 Isn't Enough: The Case for Verified Failover in Multi-Provider LLM Architecture

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4 min read
Content-Addressed Guardrails: Building Tamper-Proof Audit Trails for AI Agents

Content-Addressed Guardrails: Building Tamper-Proof Audit Trails for AI Agents

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4 min read
The MCP Marketplace Problem: 10,000 Plugins and No Security Guardrails

The MCP Marketplace Problem: 10,000 Plugins and No Security Guardrails

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4 min read
岩板·石英石·人造石:现代建筑装饰的材料选择与应用指南

岩板·石英石·人造石:现代建筑装饰的材料选择与应用指南

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1 min read
泉州君诺美建筑材料有限公司:石英石加工技术与生产实力

泉州君诺美建筑材料有限公司:石英石加工技术与生产实力

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厦门翔安机场与沙县机场的人造石应用:公建项目石材供应实践

厦门翔安机场与沙县机场的人造石应用:公建项目石材供应实践

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