Security | Threat Detection | Cyberattacks | DevSecOps | Compliance

If "stdio" is a Vulnerability, So Is "git clone" - Notes on Riding the AI Vulnerability Trend

A developer clones a repository and opens it in VS Code at 10:47 a.m. Before their cursor blinks, six different configuration file formats on disk have a chance to execute shell commands on the host. A.vscode/tasks.json with runOn: folderOpen. A.devcontainer/devcontainer.json with initializeCommand. A post-checkout hook already sitting in.git/hooks/. A postinstall line waiting in package.json for the next dependency install. A.envrc in the project root.

How to Detect AI-Mediated Data Exfiltration in the Cloud

Your SOC gets an alert from the CNAPP: an outbound connection from a pod in the ai-prod namespace to . The destination is in the allowlist. The payload size is 28 kilobytes — well under the DLP threshold. The agent’s service account has permission to invoke the email tool. By every check your stack runs, the traffic is normal. Forty minutes later, a customer support lead notices that an email went out containing a summary of 2,400 customer records that the agent had no business querying.

AI Agent Sandboxing in Financial Services: Containing Blast Radius

Your progressive enforcement rollout is working. eBPF sensors are deployed across the cluster. Behavioral baselines are converging. Enforcement policies are generating from observed behavior, just like the observe-to-enforce methodology prescribes. Then your compliance officer walks over to the platform team’s desks and asks a question nobody anticipated: “Which agents are in observation mode right now?”

Agentic AI at risk after MCP design flaw discovery? #ai #cybersecurity #podcast

In this week's Intel Chat, Chris Luft and Matt Bromiley discuss a design flaw in Anthropic's Model Context Protocol (MCP) that could enable large-scale supply chain attacks on agentic AI systems. Researchers at OX Security found that MCP's command execution allows malicious commands to run silently without sanitization checks or warnings.

LimaCharlie is the most secure way to run AI security agents

The idea that AI agents will run security operations is becoming reality. But most platforms ignore the most important question: how do you secure the agents themselves? In this video I walk through why LimaCharlie is the most secure platform for running agentic security operations and demonstrate the architectural controls that make it possible. We look at the core mechanisms that allow AI agents to operate safely inside a SecOps environment, including.

Leading Medical Imaging Provider Adopts Dedicated KeyScaler-as-a-Service (KSaaS) Environment to Enhance Security, Control, and Scalability

A global leader in point-of-care ultrasound and medical imaging solutions has transitioned to a dedicated KeyScaler-as-a-Service (KSaaS) environment, marking a significant step forward in its ability to scale securely, optimise performance, and gain deeper operational insight across its connected device ecosystem.

Building Know Your Agent: The missing identity layer for agentic commerce

AI agents are being deployed in the real world at pace. In the enterprise realm, they’re accessing APIs, shipping code, and running decisioning workflows on behalf of the organizations and individuals who deploy them. Entirely new businesses have sprung up, leveraging AI agents to streamline customer support and sales processes.

Modern Yacht Maneuvering Solutions for Safer Docking

Docking a yacht in confined marina spaces can be stressful, especially when wind, current, and limited maneuvering room are involved. Even experienced captains understand that precision during low-speed handling is essential for safety and confidence. Modern marinas are becoming more crowded every year, which means captains need reliable solutions for easier docking and safer movement in narrow spaces.

Shift-Left Testing Only Works If Your Tests Are Trustworthy

Shift-left has become the standard answer to the quality and security problems that accumulate when testing happens late. Move testing earlier. Catch defects in development, not in production. Run security checks in the pipeline, not in a post-release audit. The principle is sound. The execution is where most teams run into trouble.

A Complete Guide to Choosing the Best Making Tax Digital Software

Making Tax Digital has changed the way UK businesses manage their taxes, pushing everything towards digital record-keeping and online submissions. While this shift may initially seem daunting, it actually presents an opportunity to streamline financial processes and gain better control over your business. The key to making this transition smooth lies in choosing the right software. In this guide, we will break down what to look for, how to compare options, and how to confidently select the best solution for your needs.