Operations | Monitoring | ITSM | DevOps | Cloud

LLM app Observability: Opentelemetry as a standard

LLM observability is broken There are too many new libraries floating around, but they don't follow accurately the OpenTelemetry conventions. OTel isn’t perfect for LLMs yet—but extending a proven standard beats inventing another one. Why not use the same standard (OTel) which works so well for rest of the apps, and just work on top of it? This is what I was ranting with Pranav Raj S, co-founder at Chatwoot and we thought there must be other folks facing similar issues.

Internal SLAs for Third-Party Vendors: Complete Guide

Managing third-party vendors effectively requires clear expectations and measurable standards. Internal SLAs for third-party vendors provide the framework to track vendor performance, ensure compliance, and maintain service quality across your entire vendor ecosystem. This guide covers everything you need to establish and manage vendor SLAs that protect your business interests while fostering productive vendor relationships.

Wipe It Clean, Sell It Smart: The Right Way to Retire Your Servers

Selling servers is about more than moving hardware, it's about controlling risk. Inside every decommissioned unit sits sensitive data most businesses forget to address. Deleting files or formatting disks doesn't erase information. That oversight can cost millions, damage trust, or lead to serious legal consequences. Before a sale, every server must go through proper data sanitization. This process isn't just technical, it's strategic. It protects your clients, your team, and your brand. This guide walks you through the process, from data erasure methods to resale pricing. The goal.

5 Ways IoT Devices Improve Efficiency in Commercial Vehicle Fleets

Commercial vehicle fleets run on efficiency, where every delay adds cost and every wasted mile affects profit. IoT devices change this reality by providing real-time data that improves fleet decisions. Connected sensors inside vehicles capture information on location, performance, and driver behavior. This visibility allows managers to act quickly, reduce risks, and keep operations running smoothly.

Managed Network Security: Legal and Business Advantages to Know

Network security has become an important issue for businesses from diverse fields of work in today's digital world. Due to the rise of cyber threats, companies require stronger technology to protect their private data. Managed network security provides you with all-around protection, meeting legal compliance and keeping your business running 24/7. In this post, you will know the advantages of professionally managed network security services.

How the Best Digital Marketing Agency in the USA Helps Businesses Grow Online

In today's fast-paced digital economy, every organization-whether a startup, nonprofit, or established enterprise-needs a powerful online presence. The right digital marketing agency USA businesses partner with can make all the difference in creating a strategy that speaks clearly, connects deeply, and converts consistently.

How Can Professional Web Design Drive Business Growth?

You might have an amazing product, stellar customer service, and competitive pricing, yet still struggle to attract customers online. Thinking of why? Well, it's because visitors judge your business long before they read a word of copy. In fact, research shows that 94 percent of first impressions are influenced by a website's visual design. Moreover, 75 percent of users decide whether a company is credible based on its site's appearance.

ManageEngine named in the 2025 Gartner Magic Quadrant for AI Applications in ITSM

We're proud to announce that ManageEngine has been recognized in the 2025 Gartner Magic Quadrant for AI Applications in ITSM. This recognition comes after Gartner's comprehensive evaluation of our Completeness of Vision and Ability to Execute. We believe this recognition reflects our commitment to making AI-driven ITSM cost-effective, easy to implement, and scalable to meet modern enterprises' growing needs.

Why AIX Automation Starts with Better Monitoring: How Galileo Powers Smarter Action

If your automation can’t trust the data it’s acting on, it’s not automation. It’s a guess. That’s why AIX automation monitoring is the foundation for success. Many teams encounter this gap when trying to automate AIX operations. Red Hat Ansible Automation Platform (AAP) and Event-Driven Ansible (EDA) can absolutely streamline routine tasks, like expanding filesystems or tuning adapters. But every playbook still depends on one thing: accurate, real-time monitoring.