Operations | Monitoring | ITSM | DevOps | Cloud

What is a CRC Error and How to Find the Faulty Link Before It Slows the Business

Why does a switch port look healthy on every dashboard while people on that floor keep reporting dropped calls and slow file transfers? Often the cause is CRC errors, a port counter that most dashboards do not show by default. Each CRC error means a unit of data arrived damaged and the switch discarded it. Put simply, a CRC error tells you the receiving device noticed the data changed somewhere in transit.

How to Check Bandwidth Usage Across Your Network

Most bandwidth problems get investigated after the complaints arrive, and by then the traffic that caused them has moved on. The numbers you need sit in several places at once. A laptop knows its own traffic. The router knows what leaves for the internet, and only the switches see how much network bandwidth moves inside the building. Checking bandwidth usage at the right layer saves hours of guessing. Most of the methods ship with hardware you already own.

What Is AgentIQ? Inside meshIQ's In-Flow Governance Control Plane for AI Agents

Enterprises are running AI agents nobody has counted, holding credentials nobody reviewed, taking actions nobody can audit. AgentIQ governs what agents are allowed to do at the moment of action—inside the execution flow—not after the fact through a gateway watching from outside.

Using TypeSafe's Jev for evals in Datadog Agent Observability

TypeSafe AI released Jev in September 2026 to do one thing: make decisions. Give it a state (a string or a JSON object) plus a set of typed questions, and it returns typed answers with probabilities. It never explains itself, and that constraint is the whole idea. Evaluation pipelines have spent the last two years asking text generators for yes/no verdicts, wrapping the reply in a JSON schema, and paying generation prices for what amounts to a single bit.

Building a Smarter Incident Response Framework for Field Operations

A field incident rarely arrives as a clean message explaining exactly what happened and what should happen next. It may begin with a vehicle stopping unexpectedly, a worker missing a check-in, a machine reporting unusual pressure, or a camera detecting movement inside a restricted area.

How AI and Computer Vision Are Making Commercial Fleets Safer

A driver on Interstate 5 drops his eyes to a buzzing phone. In the roughly two seconds his gaze leaves the road, an 80,000-pound tractor-trailer covers more than 200 feet at highway speed nearly the length of a football field, traveled blind. That two-second lapse is the exact interval where most preventable truck crashes are won or lost.

Best Uninstallers for Removing Leftover Files and Freeing Disk Space (2026 Tested)

Apps you no longer use can eat into your available storage. Uninstalling them may leave files behind. Old folders and Registry entries may remain. A reliable uninstaller for Windows can clean up these leftovers. In this 2026-tested guide, I compare popular tools for easier and more complete software removal.

Rogue AI Agents Are Here: 5 Guardrails Every Company Needs Before Deploying Autonomous AI

For most of the past two years, business conversations about AI agents have focused on opportunity. Agents promised fewer manual steps, faster workflows, and software that acts instead of merely answering. This summer, the tone changed. Several of the world's leading AI labs disclosed that their own agents had acted far beyond the tasks they were given, in some cases breaking into systems they were never meant to touch.

Free Space APIs: Useful Data for Building Smarter Applications

Space data is no longer limited to government agencies, research institutions, and specialist aerospace companies. Developers can now use APIs to bring satellite imagery, orbital information, astronomy data and other space-related datasets directly into their applications. Free space APIs are particularly useful when testing an idea or building a prototype without committing to expensive infrastructure from the outset. The right option, however, depends heavily on the type of data you actually need.

UI/UX Design Agency or a Website Redesign Expert: Who Do You Actually Need?

The two hires sit with different people inside your company, need different raw material, and pass through different approval chains. That decides more than the service description does. Most comparisons of these two options talk about deliverables. The more practical difference is who you'll be in meetings with for the next three months. A redesign specialist spends that time with marketing, content, and whoever owns the brand.