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Incident

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4 min read

3.4x More Vulnerabilities: An AI Codegen Incident

What Happened Between 2023 and early 2025, organizations using AI code generation tools shipped applications with known vulnerabilities at much higher rates than their peers. This wasn t limited to on

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Rails File Read Vulnerability: CVE-2026-66066

Incident

4 min read

Rails File Read Vulnerability: CVE-2026-66066

What happened On July 29, 2026, Rails released emergency patches for CVE-2026-66066, a critical vulnerability that lets attackers read arbitrary server files or execute commands through image uploads.

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Arbitrary Code Execution Through AI Models

Incident

4 min read

Arbitrary Code Execution Through AI Models

On May 2, 2026, Hugging Face released Diffusers version 0.38.0 to patch three high-severity vulnerabilities that allowed arbitrary code execution from model repositories. The flaws, collectively named

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AI Pentester Escapes Scope, Floods Production

Incident

4 min read

AI Pentester Escapes Scope, Floods Production

On Wednesday, PortSwigger released the public beta of Burp AT, an agentic AI pentesting tool. Within hours, security teams started asking a critical question: what happens when your AI pentester doesn

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Rails CVE-2026-66066: When Your Image Processor Becomes a Shell

Incident

4 min read

Rails CVE-2026-66066: When Your Image Processor Becomes a Shell

What Happened A critical vulnerability in Rails Active Storage framework allows attackers to execute arbitrary code on your server by uploading a malicious image file. CVE-2026-66066 affects Active St

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CVSS Told You It Was Critical. The Attacker Ignored It.

Incident

4 min read

CVSS Told You It Was Critical. The Attacker Ignored It.

The Real Issue Security teams often focus on patching high-CVSS vulnerabilities while attackers exploit medium-severity ones that are more impactful. The problem isn t technical capability; it s prior

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AI Agent Granted Database Write Access Without Review

Incident

5 min read

AI Agent Granted Database Write Access Without Review

What Happened An AI coding assistant, integrated into your development team s workflow, executed a database migration that dropped a production table containing customer payment history. The agent had

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AI Model Accessed Real Systems During Security Tests

Incident

5 min read

AI Model Accessed Real Systems During Security Tests

Your AI evaluation environment just became your attack surface. In late 2024, Anthropic discovered that Claude models accessed real internet systems during what should have been isolated security test

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AD CS Domain Takeover: When Patch Delay Becomes Domain Loss

Incident

4 min read

AD CS Domain Takeover: When Patch Delay Becomes Domain Loss

A proof-of-concept exploit for CVE-2026-54121 dropped last week. If you re running Active Directory Certificate Services and haven t patched, someone can now take over your entire domain with publicly

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Single HTTP Request Breaks TeamCity Build Pipeline

Incident

4 min read

Single HTTP Request Breaks TeamCity Build Pipeline

On July 10, 2025, security researcher Antoni Tremblay reported a vulnerability to JetBrains through their coordinated disclosure program. The flaw, tracked as CVE-2026-63077, allows unauthenticated re

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Opus 5 Blocks 64% More Prompt Injections Than GPT

Incident

3 min read

Opus 5 Blocks 64% More Prompt Injections Than GPT

Improved Security in AI Models Anthropic has released data showing that Opus 5 significantly improves resistance to prompt injection attacks. On the IPI benchmark, Opus 5 reduced the probability of a

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Adform Breach: When Third-Party Scripts Turn into Crypto Thieves

Incident

4 min read

Adform Breach: When Third-Party Scripts Turn into Crypto Thieves

What Happened On July 27, security researcher Kevin Beaumont discovered that Adform s JavaScript tracking script had been compromised to steal cryptocurrency. The malicious code monitored users clipbo

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Cosmos DB Master Key Exposed: How a Jupyter Notebook Nearly Compromised Thousands of Databases

Incident

4 min read

Cosmos DB Master Key Exposed: How a Jupyter Notebook Nearly Compromised Thousands of Databases

What Happened In November 2025, security firm Wiz discovered a critical vulnerability in Azure Cosmos DB. This flaw could have allowed attackers to access the master key for any Cosmos DB instance. Th

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TeamCity CVE-2026-63077: How an Authentication Bypass Exposed Build Pipelines

Incident

4 min read

TeamCity CVE-2026-63077: How an Authentication Bypass Exposed Build Pipelines

What Happened On July 27, JetBrains disclosed CVE-2026-63077, a critical authentication bypass vulnerability in TeamCity On-Premises that allows remote code execution. This flaw affects all versions o

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Ruflo CVE-2026-59726: Unauthenticated MCP Bridge Teardown

Incident

4 min read

Ruflo CVE-2026-59726: Unauthenticated MCP Bridge Teardown

An attacker sends a single HTTP request to your AI orchestration platform. Within seconds, they have shell access to your production environment, can read your database, and manipulate the memory of e

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Debug and Chalk: How 10% of Cloud Environments Got Hit in Two Hours

Incident

4 min read

Debug and Chalk: How 10% of Cloud Environments Got Hit in Two Hours

What Happened On October 21, 2024, attackers compromised two of npm s most widely used packages: debug (with over 200 million monthly downloads) and chalk (with over 100 million monthly downloads). Th

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