Operations | Monitoring | ITSM | DevOps | Cloud

Weaponized AI vs. AI Driven Security Posture Management: Why the Battle Starts in Misconfigurations

August 5, 2025, Las Vegas Black Hat 2025, Abnormal AI officially launched its Security Posture Management for Microsoft 365. This release marks a critical turning point. In an era where attackers weaponized AI to uncover and exploit misconfigured cloud environments at machine speed, reactive security simply can’t keep pace. Threat actors are now leveraging automated AI to scan systems, identify configuration drift, escalate privileges, and deploy zero‑day exploits in seconds.

Automating Network Diagrams for A Complete View of All Active and Passive Components

Accurately tracking how data center devices are connected—across switches, patch panels, structured cabling, and more—is essential for efficient data center operations. But for many teams, documentation still lives in static diagrams or outdated spreadsheets, requiring extensive manual effort. This is time-consuming and leads to inaccuracies that can cause delays in planning or troubleshooting and unnecessary risk. Sunbird DCIM changes that.

3 Signs You've Outgrown Scripts and Spreadsheets for Network Configs

In the early days of any IT operation, pragmatism rules. Most network teams start with what’s readily available—custom scripts, Excel spreadsheets, shared network drives, and tribal knowledge. It’s cost-effective and familiar. But as your organization grows, so does the complexity of your network. Devices multiply, configurations diversify, and the operational risk of keeping everything “stitched together” with manual methods increases exponentially.

Maximizing Technology ROI: How PagerDuty is Transforming State and Local Government

State and local governments face an increasingly complex challenge: delivering reliable digital services to the public while operating under tighter budget constraints and reduced federal funding. As taxpayers demand more efficient operations, government leadership must ensure every technology purchase can show clear return on investment (ROI) value.

Manual vs. AI-Driven Alert Triage and RCA: Who Will Win?

Curious to see how AI actually performs in a real-world production scenario? Watch the webinar “AI-Driven Alert Triage and RCA” with Logz.io Customer Success Engineer, Seth King. Below, we also bring the main highlights of the webinar. AI claims to make engineers more efficient and agile, by shortening processes and surfacing insights that help drive decisions.

Prevent cloud misconfigurations from reaching production with Datadog IaC Security

Modern infrastructure is built and deployed faster than ever, but increased speed can elevate risk. Developers who work on cloud-native applications often use infrastructure as code (IaC) to define cloud resources in configuration files, which are then shared across teams and deployed automatically. Although this approach is efficient, undetected misconfigurations in IaC can quickly introduce security risks into production environments.

A guide to cloud unit economics

As you analyze your organization's cloud spending, you'll often find that stakeholders have different perceptions of what that spending brings you. This is especially true when overall costs are rising and it's hard to distinguish waste from valuable investments in growth. But when finance, engineering, and product teams can all connect cloud spending to specific business outcomes, you gain the ability to make data-driven decisions about how to maximize the value of that spending.

Log Format Standards: JSON, XML, and Key-Value Explained

Your log format defines how your application records events. The structure you choose shapes how logs get parsed, indexed, and queried. It affects how quickly you can debug issues, build alerts, or control storage usage. In this guide, we'll take a look at the log formats developers typically use, the essential fields to include, and what trade-offs to consider before locking down a format for your system.

Network Visualization Tools: Key Features and Top 6 Tools in 2025

Network visualization tools are software applications that allow users to represent, explore, and analyze network structures graphically. These networks can include computer and telecommunication infrastructure, as well as social, biological, and organizational networks. Visualization is achieved by displaying nodes (entities) and edges (relationships), making complex datasets easier to interpret and manage.

Smarter Business Tools for Modern Septic Companies

Septic companies face a unique set of challenges that demand agile and innovative solutions. The traditional methods of managing operations, handling customer relationships, scheduling services, and maintaining equipment are becoming increasingly inefficient in this digital age. With technology advancing at a rapid pace, those companies willing to adopt smarter tools for operations gain a significant edge over their competitors. Today's modern septic companies are now seeking ways to enhance efficiency, streamline processes, and ultimately improve customer satisfaction through various software solutions.