Operations | Monitoring | ITSM | DevOps | Cloud

The role of network automation in AI-driven businesses

AI adoption is accelerating across nearly every industry. According to McKinsey’s 2025 State of AI report, 78% of organizations now use AI in at least one business function, up from just 55% the year prior. From real-time analytics to generative tools and process automation, AI is becoming a fundamental part of how modern businesses operate and compete.

OWASP CI/CD Part 7: Insecure System Configuration

Insecure system configuration is a textbook example of how neglected settings can create an entry point for attackers targeting your CI/CD pipelines. It’s rarely the cutting-edge zero-day that causes a breach. More often, it’s the unpatched service, the overly permissive role, or the default password that was never changed. While this risk overlaps with CI/CD credential hygiene (covered in Part 6 of our OWASP CI/CD series), the focus here is much broader.

Monitor Your Kubernetes Cluster: Get Started in Four Minutes

For enterprises embracing Kubernetes, managing these intricate environments can pose significant challenges. Thankfully, monitoring of Kubernetes clusters is readily achievable using the Universal Monitoring Agent (UMA) in conjunction with DX Operational Observability (DX O2).

Beyond the CMDB: How to build an AI-first data strategy to fuel agentic ITOps

The Configuration Management Database (CMDB) has been the backbone of IT Service Management (ITSM) and IT operations for years. A CMDB is a central repository that stores information about IT assets, configurations, and dependencies, enabling organizations to manage their IT infrastructure more effectively.

Edwin AI Turns One: What a Year of Agentic AIOps Looks Like

Twelve months ago, we shipped Edwin AI with a specific hypothesis that AI agents could handle the operational drudgery slowing down ITOps teams. It was a deliberate bet against the cautious consensus that AI should act only as a copilot, limited to offering suggestions. Most AIOps tools still follow that script. They’re stuck surfacing insights and stop short of action. Edwin was built differently. It was designed to make decisions, correlate events, and execute fixes.

Kubernetes sidecar deployment using CircleCI

Kubernetes excels at managing complex, containerized systems, and one of its most impactful patterns is the sidecar. Sidecar containers extend applications by running supplementary processes in tandem. This modular architecture enables enhanced observability, networking, or security layers — all without changing the core application code. Continuous Integration and Continuous Deployment (CI/CD) practices are key to reliably shipping these configurations.

7 Best SMM Panels in the World (2025 Edition)

In the ever-growing World of digital marketing, Social Media Marketing (SMM) panels have become essential tools for influencers, businesses, and agencies. These platforms offer automated SMM services, including purchasing followers, likes, views, and engagement, across various social media platforms such as Instagram, YouTube, TikTok, Facebook, and Telegram.

6 Common Challenges That Affect Warehouse Efficiency and Layout

Warehousing plays a pivotal role in supply chain management, but numerous challenges can hinder efficiency and disrupt the layout. Understanding these common issues can help warehouse managers implement effective strategies to boost productivity. Several factors influence how well a warehouse operates, from layout design to staff training. By addressing these challenges head-on, businesses can enhance their operational efficiency, reduce costs, and improve service levels.

Want Your New Business To Survive? Here's How

The main goal for starting a business is for it to see success, right? You wouldn't put all of that time and energy into creating a business just to see it fail because you didn't research enough or you didn't take the right measures. So, you need to know how to make sure your business survives, and that's where we come in. Down below, we're going to be discussing a range of different ways that you can make your business survive, so if you want to know more, let's get into it.