%term

The latest News and Information on DevOps, CI/CD, Automation and related technologies.

Benchmarking Llama 4 with GitHub Multiple Choice Benchmarks

May 9, 2025 By Rootly In Rootly

How accurately can LLMs predict how bugs were fixed? To start exploring this field, we put Llama 4 and other leading models to the test using a GitHub Multiple Choice Benchmark. Each model was given a real bug ticket and had to identify the pull request that resolved it.

View Video

Rootly

Read more about Benchmarking Llama 4 with GitHub Multiple Choice Benchmarks

OpenTelemetry PHP: A Detailed Implementation Guide

May 9, 2025 By Preeti Dewani In Last9

Monitoring complex PHP applications can be challenging. When systems span multiple services and environments, traditional logging approaches often fall short. OpenTelemetry offers a solution - an open-source, vendor-neutral framework that standardizes how we collect and export telemetry data. This guide covers practical implementation steps for DevOps engineers working with PHP applications.

Read Post

Last9

Read more about OpenTelemetry PHP: A Detailed Implementation Guide

Shut Down Cryptojackers and Strengthen Kubernetes Security with NeuVector

May 9, 2025 By jhuang@suse.com In Rancher

The threat landscape for cloud-native environments like Kubernetes is always on the move. Attackers continuously apply sophisticated techniques. Cryptojacking, the unauthorized use of computing resources to mine cryptocurrency, is a particularly concerning threat. Cryptojacking can lead to performance degradation, increased operational costs, and potential security breaches. Recent high-profile incidents underscore the importance of addressing these threats.

Read Post

Rancher

Read more about Shut Down Cryptojackers and Strengthen Kubernetes Security with NeuVector

Why Performance Optimization Should Start at the Architecture Level - Not Just the Frontend

May 9, 2025 By OpsMatters In OpsMatters

Ask most teams how they plan to optimize performance, and the answer sounds predictable: compress images, lazy-load assets, remove unused CSS, maybe run a Lighthouse audit and fix whatever it screams about. That's all great - until it does nothing. Because truth is, frontend tweaks can only take you so far. If your database queries choke under load, your API returns 1MB JSON blobs, or you're calling third-party services synchronously in the checkout flow - no amount of image compression will save you.

Read Post

OpsMatters

Read more about Why Performance Optimization Should Start at the Architecture Level - Not Just the Frontend

The Best Open-Source Dashboard Tools for 2025: Expert Guide to Choosing the Right One

May 8, 2025 By Vipul Gupta In MetricFire

Table of Contents In today’s digital operations, dashboards aren’t just nice-to-haves—they’re essential. Teams across engineering, product, operations, and business intelligence rely on real-time data visibility to monitor systems, analyze trends, and catch anomalies before they escalate. For many organizations, open-source dashboard tools offer the best combination of flexibility, transparency, and cost-efficiency.

Read Post

MetricFire

Read more about The Best Open-Source Dashboard Tools for 2025: Expert Guide to Choosing the Right One

Empowering Engineers To Act On Cloud Costs - Right From Where They Work

May 8, 2025 By Kevin Lamb In CloudZero

At CloudZero, our mission has always been clear: power efficient innovation in the cloud by connecting engineering decisions with business outcomes. But here’s the truth — we’re not just solving for visibility. We’re solving for action. In order to turn theoretical savings into actual waste elimination and tangible outcomes, you have to enable engineers to act on cost insights within the tools and workflows they already use. CloudZero’s new Jira integration does just that.

Read Post

CloudZero

Read more about Empowering Engineers To Act On Cloud Costs - Right From Where They Work

What Is a Network Assessment, and What Is a Network Audit?

May 8, 2025 By Staff Contributor In SolarWinds

These days, networks are larger and more complex than ever. It’s all too easy to fall short when managing performance, security, and compliance. That’s where network assessments and network audits can help. Both network assessments and network audits can give you a more comprehensive understanding of your network and its current strengths, weaknesses, and threats. As a result, you can quickly identify and resolve issues.

Read Post

SolarWinds

Read more about What Is a Network Assessment, and What Is a Network Audit?

How to test Istio and other service meshes

May 8, 2025 By Gremlin In Gremlin

Part of the Gremlin Office Hours series: A monthly deep dive with Gremlin experts. Service meshes bring applications together, but not always reliably. Even the most well-configured Istio deployment can have unexpected reliability risks that aren’t apparent until you’re already in production. Latency, single points of failure, poorly defined APIs—these problems can grow beyond a single service and impact the user experience for your entire application.

View Video

Gremlin

Read more about How to test Istio and other service meshes

The Complete Guide to Observing RabbitMQ

May 8, 2025 By Faiz Shaikh In Last9

Message queues quietly power a lot of what happens behind the scenes in distributed systems. RabbitMQ is no exception—when it’s working, you don’t notice it. But when it’s not, things break in ways that are hard to trace. This guide walks through what you need to monitor in RabbitMQ, how to set it up, and how to troubleshoot when things go wrong—so you’re not stuck guessing when messages go missing.

Read Post

Last9

Read more about The Complete Guide to Observing RabbitMQ

Track MongoDB Performance Metrics Without the Noise

May 8, 2025 By Anjali Udasi In Last9

When your MongoDB database slows down, it affects your entire application stack. Performance issues can range from minor inconveniences to major outages, making a solid understanding of MongoDB metrics essential for any DevOps engineer. This guide covers the key performance metrics you need to monitor in MongoDB, how to interpret what you're seeing, and practical steps to resolve common issues.

Read Post