Security | Threat Detection | Cyberattacks | DevSecOps | Compliance

We Solved Visibility. Now We Have to Solve the Work

Consolidating every security finding into one place solves visibility, but it doesn’t reduce risk on its own. Aggregation without context just makes the backlog feel bigger. Real remediation depends on answering four questions about each exposure: what needs fixing, why it matters, where the fix happens, and who owns it.

When Reading Apps Handle Sensitive Documents: A Practical Privacy Checklist

Read-aloud and AI explanation tools can make difficult material easier to use. Before opening a confidential PDF, however, users should understand where the text goes, what the app stores and which permissions it really needs.

Detect vulnerabilities in LLM applications with Datadog's AI-native SAST

AI coding tools help developers build and deploy LLM applications quickly, but this speed comes with new security risks. Traditional static application security testing (SAST) tools that are pattern based weren’t designed to detect LLM-specific issues such as prompt injection sinks and exposed system prompts. These vulnerabilities often don’t become apparent until applications are already running in production, when remediation is more difficult and expensive.

5 Reasons Your CTEM Project Will Fail

CTEM sounds straightforward as a five-stage loop, but most programs stall quietly somewhere inside it. This post breaks down the five places CTEM projects actually break — bad scoping, unreconciled discovery tools, severity mistaken for risk, skipped validation, and unowned remediation — and argues that these aren’t five separate problems, but symptoms of running CTEM as disconnected efforts instead of one continuous workflow.

Emerging Threat: (CVE-2026-60702) Oracle WebLogic Server Takeover via T3 and IIOP

CVE-2026-60702 is a vulnerability in the Core component of Oracle WebLogic Server, part of Oracle Fusion Middleware, that allows a low-privileged attacker with network access over the T3 or IIOP protocols to compromise the server. Oracle published the issue on August 18, 2026, as part of its August 2026 Critical Security Patch Update. The vulnerability carries a CVSS v3.1 base score of 9.9 (Critical).

How CISA's BOD 26-04 changes vulnerability prioritization

AI-accelerated attacks are redefining the threat landscape, but many of them still rely on one of the oldest tactics in the book: exploiting known vulnerabilities. The difference today is speed. Vulnerabilities that once took skilled hackers months or weeks to exploit can now be weaponized in hours or minutes. This acceleration is forcing organizations to rethink how they identify and remediate risk.

Remediation Agents, Demystified: Why Fixing Beats Finding

Six new security issues for every one issue remediated. That's the ratio Snyk research has found, and it's why the AI Security Engineers Community gave an hour of livestream time to fixing rather than finding. Play Video: Remediation Agents Demystified: Your AI Teammate for Fixing Security Bugs Remediation Agents Demystified paired a fireside chat with a live demo.

We Had 13 Engineers Spend Three Months Finding Vulnerabilities with LLMs

Blame for all flaws belongs to the flawed human author. Historically, the bottleneck for finding security bugs in software was human bandwidth. As pointed out in this great post by Tom Ptacek, it appears that large language models are exceptionally good at finding them with simple prompting. This adds substantial bandwidth to the effort of finding bugs.