Security | Threat Detection | Cyberattacks | DevSecOps | Compliance

Effective patch management requires a structured process of inventorying assets, prioritizing vulnerabilities by risk, testing fixes before broad deployment, and automating rollout: steps that collectively help narrow the window between a vendor's patch release and active exploitation across enterprise systems.

A prompt injection occurs when an attacker manipulates input to your AI system, overriding its instructions. To prevent prompt injection, you need a layered approach: separate system instructions from user input, validate user input before it reaches the model, monitor model outputs for anomalies, enforce least-privilege access for AI agents, and protect the data layer so sensitive information never reaches the model in a readable form. No single fix is enough.

Engineering teams today face a dual mandate: ship high-quality features faster while keeping the underlying infrastructure secure. As development velocity increases, so does the complexity of the tools, libraries, and third-party components that make up your applications. The challenge? Your application’s security is now tied to a vast supply chain of code you didn’t write.

Vect is a newly observed RaaS operation that emerged in December of 2025, with affiliate recruitment and victim postings following shortly after in January 2026. Following the 19th of March 2026 Trivy/LiteLLM supply chain attack conducted by TeamPCP, in which ~340 GB uncompressed data was stolen, Vect announced on the dark web forum “Breached” that they would be partnering with TeamPCP.

For years, we’ve drawn this artificial line that equates observability with uptime, performance, and SRE dashboards, while security is about threats, alerts, SIEMs, and “bad things.” While that separation was always convenient, it was never real. The same logs that tell you your service is slow are the same ones that tell you it’s compromised. We just routed them to different teams, different tools, and different budgets, then acted surprised when neither side had the full picture.

A lot of times, people only worry about the best antivirus software before it’s too late; they may have accidentally downloaded or opened a file containing malware, causing file corruption, data loss, or even encrypting their device. There are many free antivirus software options, and the best antivirus products out there also offer additional features to help further protect your device.

Security teams are losing the battle to secure non-human identities (NHIs) for one simple reason: machine identities are now created inside the systems that ship software. They appear in CI/CD pipelines, Kubernetes workloads, SaaS integrations, and AI-driven workflows faster than central IAM teams can inventory or review them.

Detection engineering is fundamentally a translation problem: rules need to be converted between formats, IOCs need to be converted into detection logic, and noisy alerts need to be converted into precise suppressions. That translation work is what consumes analyst time, and it's what Claude Code handles well.

On April 25th, a Cursor AI coding agent running Anthropic's Claude Opus 4.6, one of the most capable models in the industry, deleted the production database for PocketOS, a software platform used by car rental businesses across the country to manage their entire operations. The deletion took 9 seconds.

LLMs leave statistical fingerprints in the passwords they generate. We built a 100-year-old model to find them and detected 28,000 in the wild.