Operations | Monitoring | ITSM | DevOps | Cloud

10 Best Soft Skills Training Courses for Professionals and Managers

Technical knowledge can help someone get a job, but it does not always make workplace situations easier. Professionals and managers also need to communicate clearly, listen carefully, manage disagreements, give useful feedback, and work well with different personalities.

When Do You Really Need Legal Assistance for a 5150 Hold Case?

Los Angeles is a city where residents have access to extensive medical and emergency services, but a mental health crisis can still place an individual and their family in an unfamiliar and difficult situation. An involuntary psychiatric hold can happen quickly, leaving little time to understand what is taking place or whether the decisions being made are legally appropriate. While these holds are intended to address serious safety concerns, circumstances can become more complicated when the facts are disputed, treatment decisions are contested, or detention continues beyond the initial evaluation.

Proxmox - A VMware Alternative?

For over two decades, VMware has been the dominant platform for enterprise virtualization. Organizations worldwide have relied on VMware to consolidate servers, improve hardware utilization, and simplify infrastructure management.Broadcom officially completed its acquisition of VMware in 2023 and subsequently there were many changes for VMware users.

When Vendor Support Ends, Your IT Monitoring Doesn't Have To

IT environments change. Technologies evolve, infrastructure vendors change their strategies, and sometimes support for a monitoring integration ends. For IT teams, that can create an immediate challenge: a previously monitored part of the infrastructure suddenly becomes a monitoring gap.

Five Ways to Use OpenTelemetry Beyond Observability

OpenTelemetry graduated from the CNCF in May 2026 as, in the foundation’s own words, the de facto observability standard. The JavaScript API package alone did 1.36 billion downloads in twelve months. That kind of win has a side effect nobody plans for. Once a wire format is everywhere, has a receiver for every source, a transform language, and an agent your platform team already operates, people start putting things on it that have nothing to do with knowing whether a service is healthy.

10 Top Network Traffic Analysis Tools for Faster Troubleshooting and Capacity Planning

A request to upgrade a saturated circuit is easy to raise and hard to defend. The interface graph proves the link is full. It says nothing about which application, host or conversation filled it, so the spend gets approved on assumption instead of evidence. The same missing detail turns up everywhere else. Incidents run long because the cause is guessed at, capacity planning rests on estimates, and security questions arrive weeks after the traffic record expired.

Analyze your experiments in ChatGPT with the Datadog Experiments plugin

ChatGPT Work has become a common starting point for data and product teams. Analysts open it to compare launch adoption across segments, diagnose a metric that moved overnight, or turn a week of scattered numbers into a readout that a leader can act on. But the moment teams ask whether their experiment actually caused an effect they’ve observed, the conversation stalls.

Understanding NetFlow duplication: Why it happens, and how to deduplicate

NetFlow is a popular network protocol for collecting metadata about traffic flows across your environment so that it can be exported for analysis and monitoring. One of the most common issues that users encounter is NetFlow duplication, which occurs when identical flow records from the same conversation are recorded from different sources. Flow duplication inflates traffic data, undermining capacity planning and making top-talker rankings unreliable.

Best LLM gateways in 2026: 30+ AI gateways compared on cost control

An LLM gateway is a proxy that sits between your applications and model providers, handling routing, failover, caching, and cost controls through one API. The strongest picks in 2026: LiteLLM for self-hosted control, OpenRouter for instant multi-model access, Portkey for managed governance, and Bifrost for production-scale throughput. Enterprises spent $37 billion on generative AI in 2025, a 3.2x jump in one year, per Menlo Ventures.