6 CVEs in 6 Months: Why MCP Is the Most Dangerous Attack Surface in Your AI Stack In February 2025, a researcher demonstrated the first public tool-poisoning proof-of-concept against an MCP server. By June, there were six published CVEs — including a critical RCE in VS Code’s MCP integration discovered …
William do Carmo 
How Anthropics “Gift Max” Security: a comprehensive overview
How Anthropic’s “Gift Max” Security Flaw Exposes Critical Vulnerabilities in AI Billing Systems On April 27, 2026, a single security vulnerability in Anthropic’s billing system allowed attackers to drain over €800 from a user’s account despite active 2FA and 3-D Secure protection. This incident reveals fundamental flaws in how AI …
William The Trust Gap: Why AI Writes 80% of Code But Ships 0%
The 80/20 Problem Nobody Talks About Spend five minutes in any developer community and you’ll hear the same story: AI writes 80% of the code in minutes, and the remaining 20% eats the entire project timeline. GitHub and Google both report that 25–30% of their internal code is now AI-generated. …
Ansible Security Automation: Infrastructure Hardening at
Ansible enables security automation at scale, allowing teams to implement consistent security configurations across thousands of servers. From OS hardening to compliance enforcement, Ansible playbooks codify security best practices and ensure they are applied uniformly. Security automation with Ansible reduces human error, ensures consistency, and enables rapid response to vulnerabilities. …
Artifact Registry Security and Dependency Scanning
Artifact registries store build artifacts, container images, and packages. Securing these registries and scanning dependencies prevents supply chain attacks and ensures only trusted artifacts reach production. Private Registry Setup Dependency Scanning JFrog Xray Integration Implement vulnerability policies that block deployment of artifacts with critical vulnerabilities.
Cloud Workload Protection and Runtime Security: Defending Yo
Cloud Workload Protection Platforms (CWPP) provide security for workloads running in cloud environments, including virtual machines, containers, and serverless functions. Runtime security adds real-time threat detection and response capabilities to protect against active attacks. CWPP Core Capabilities Vulnerability Management: Continuous scanning of workloads for known CVEs Configuration Assessment: Hardening checks …
Cloud-Native Application Protection Platforms (CNAPP)
Cloud-Native Application Protection Platforms (CNAPP) represent the convergence of multiple cloud security capabilities into a unified solution. As applications become more distributed across containers, serverless functions, and microservices, CNAPP provides comprehensive protection throughout the application lifecycle. Understanding CNAPP CNAPP combines Cloud Security Posture Management (CSPM), Cloud Workload Protection Platform (CWPP), …
Understanding DSPM: Your Guide to Data Security Posture
Hey there! Ever feel like your data is a precious treasure, but you’re not quite sure how well-protected it is? That’s where Data Security Posture Management, or DSPM, comes in. Think of it as your personal data bodyguard. I’ve been diving deep into this topic lately, and let me tell …
Automating Threat Detection with Policy-as-Code: Keeping
Hey there! Ever felt like you’re playing a never-ending game of whack-a-mole with security threats? One minute you’re patching a vulnerability, the next, a new threat pops up. It’s exhausting, right? Well, I’ve been there, and I’m here to tell you there’s a better way. We’re diving into something called …
Event-Driven Security Architectures in Practice: Keeping
Hey there! Ever wondered how some companies seem to catch security threats almost instantly? Well, the secret sauce often involves something called event-driven security architectures. Don’t worry, it’s not as complicated as it sounds. Think of it like this: imagine your security systems are constantly listening for something to happen …
A Simple Guide to Managing Cloud Vulnerabilities and
Hey there! If you’ve ever worried about the security of your cloud or wondered how to keep your data safe from cyber threats, you’re in the right place. Today, we’re talking about vulnerability management on cloud platforms. I’ll explain it in simple words, show you how to deal with it, …