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

Prometheus Port Configuration: A Detailed Guide

Setting up Prometheus should be straightforward, but when metrics stop flowing, it’s usually something simple—like a port issue. Misconfigure it, and suddenly, your whole monitoring setup feels like a guessing game. This guide breaks down how to configure Prometheus ports properly, whether you're sticking to defaults or need a custom setup.

Syslog Monitoring: A Guide to Log Management and Analysis

Relying on syslogs to debug issues at odd hours? It happens to the best of us. A solid syslog setup isn’t just about collecting logs—it’s about making them useful. This guide walks through setting up syslog, configuring it for better visibility, and using monitoring techniques that actually help when things go wrong. No fluff, just practical steps you can use right away.

Performance Impact of High Cardinality in Time-Series DBs

Time-series databases have become the backbone of modern observability, financial analytics, and IoT systems. But there's a common challenge that can bring even the most robust systems to their knees: high cardinality. When your database starts tracking millions of unique values across various dimensions, performance doesn't just dip—it can collapse entirely. Let's understand the technical details of what happens when cardinality spikes and how you can architect your systems to handle it.

How to Mock AI APIs Using proxymock

APIs often represent the cutting edge of the technology space. This is especially true with Artificial Intelligence – as AI has evolved from speculative technology to mass adoption, it has shown up significantly in APIs as a modality and mechanism. However, as with all new technologies, using AI APIs comes with significant challenges.

How to deploy Kubeflow on Azure

Kubeflow is a cloud-native, open source machine learning operations (MLOps) platform designed for developing and deploying ML models on Kubernetes. Kubeflow helps data scientists and machine learning engineers run the entire ML lifecycle within one tool. Charmed Kubeflow is Canonical’s official distribution of Kubeflow. The key benefits of Charmed Kubeflow include security maintenance of container images, enterprise support, and further tooling integration with Spark, Feast, MLFlow, and others.

The Future of IT Operations: Why Auto-Remediation is a Game Changer

IT teams are drowning in alerts, tickets, and endless firefighting. With growing complexity across infrastructure, networks, and applications, manual incident response isn’t just inefficient—it’s unsustainable. That’s where auto-remediation steps in. Auto-remediation goes beyond detection and alerts—it takes action.

12 Best Incident Management Software for 2025

When systems fail and alerts start flooding in, having the right incident management software makes all the difference. Incident management is the process of identifying, responding to, and resolving unexpected disruptions which transforms chaos into coordinated action. Whether you're upgrading your current incident management solution or starting from scratch, we've got you covered.

PHP Error Logs: The Complete Troubleshooting Guide You Need

That moment when your PHP application runs flawlessly on your local machine but crashes in production—we've all been there. The key difference between struggling with issues and resolving them efficiently often comes down to understanding PHP error logs. This guide will help you move from trial-and-error debugging to a structured approach for identifying and fixing problems faster.

Auto Instrumentation: An In-Depth Guide

Auto instrumentation might sound like something from a music studio, but it's one of the most powerful tools in a developer's arsenal for gaining visibility into applications without tedious manual code additions. If you're tired of littering your codebase with custom traces and want a more elegant solution, you're in the right place.