Security | Threat Detection | Cyberattacks | DevSecOps | Compliance

The first time a security team needs an AI agent audit trail is usually 72 hours after the agent has already done something it shouldn’t have. Detection fires. Someone pulls every relevant log from the SIEM (Kubernetes audit, container runtime, cloud audit) and three hours in realizes the events that actually matter were never written. Which prompt triggered the tool call. Which parameters the agent passed. Which output left the cluster.

Analyst reports tell you what vendors do. Peer reviews tell you whether it actually works. The Gartner Peer Insights Voice of the Customer for SIEM is built on verified reviews from real security and IT practitioners who bought, deployed, and operated the platforms they rated. No vendor involvement in the scoring. No pay-to-play placement. Just practitioners saying what worked and what did not. Graylog was included in the 2026 edition of that report. Here’s what our users said.

When people start driving, one of the first things they learn is how to set the rear-view and side-view mirrors. Whether driving locally or on the highway, these mirror configurations reduce accident risk because they improve the driver’s visibility into the cars behind and around them. In the cloud, various technical configurations act similarly.

In 2023, India’s Parliament approved and published The Digital Personal Data Protection Act (DPDPA). In many ways, the DPDPA is similar to other regulations, like the General Data Protection Regulation (GDPR). It establishes a similar data subject, or in this case Data Principal, rights of notice, consents, access, correction, and erasure. In other ways, the DPDPA creates unique definitions of and requirements for organizations that collect, process, and share personal information.

Certificate automation does a lot of work on your behalf. Agents running on your servers, talking to certificate authorities, deploying certs to your infrastructure. At some point someone (your CISO, your auditor, or your own brain at 3am) is going to ask: what exactly happened, and when? Today we’re shipping audit logs. Every action taken in CertKit is now recorded: logins, invitations, certificates added, issued, renewed, revoked, and deployed. Agent registrations, approvals, and config changes.

The Essential Eight identifies the most critical cybersecurity risk mitigation controls, providing a set of minimum baseline strategies. As organizations work to mature the security posture, the Essential Eight maturity model offers some options that they can use. However, for organizations that need to implement a more comprehensive security program, the Australian Signals Directorate (ASD) published the Information Security Manual (ISM).

Published by the Open Worldwide Application Security Project (OWASP) in 2025, the OWASP Top 10 for Agentic Applications 2026 identifies security risks that organizations need to consider when implementing agentic artificial intelligence (AI) systems. The guide focuses on how threat actors can exploit agentic systems in new ways and on the associated risk mitigation strategies.

While inherently critical to today’s businesses that run on data, implementing and enforcing data security and privacy has never been straightforward. Between collecting different types of sensitive data and deploying unique architectures, organizations cannot adopt a one-size-fits-all solution, meaning that every security architecture is unique.

Every MSSP is fielding the same question from clients right now:"Are we safe with AI?" Most are answering with some version of"yes, we're logging everything." In a recent Defender Fridays episode, Saurabh Shintre, Founder and CEO of Realm Labs drew a hard line between these two concepts."You can log prompt and response and this bare minimum you have to do.

As a kid, fruit punch always seemed like a magical drink. A mix of orange, cherry, apple, and cranberry created a unique flavor that differed substantially from any one juice. These hybrid drinks not only quenched thirst but their complexity made it difficult to truly recreate them by hand.