From Panic to Playbook: Modernizing ZeroDay Response in AppSec

Why the next Log4Shell will be won or lost in the first 72 hours—and what a modern zero‑day workflow looks like. Every security team remembers where they were when Log4Shell dropped. A quiet Friday afternoon in December 2021 turned into a weekend of war rooms, emergency patches, and executive updates. Years on, the Log4j fallout still shows up in breach reports—a stubborn reminder that zero‑days don’t end when the news cycle does.

The 7 Rs of AWS Application Migration: Choosing the Right Path for Each Workload

Most application migration projects fail the same way: someone picks a single strategy for the entire portfolio, then tries to force every workload into it. Lift-and-shift everything to meet a data centre exit deadline. Refactor everything because someone read a cloud-native manifesto. Retire nothing because no one wants to make the decision. AWS’s 7 Rs framework exists to prevent that.

How Internal Scanning works: Q&A with Detectify's product expert

Security doesn’t stop at the perimeter. The “inside” of your network often harbors many overlooked risks. To address this, ealier this year we launched Detectify Internal Scanning, designed to bring our world-class vulnerability research directly into your private ecosystems.

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?”

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.

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.