Operations | Monitoring | ITSM | DevOps | Cloud

Running a Green CI Pipeline Isn't the Hard Part Anymore

AI writes code faster, but CI still repeats costly work. See how Harness CI cuts unnecessary tests, recompilation and dependency downloads. Six months ago, your team adopted an AI coding assistant. Pull requests doubled. Generated code started landing in branches faster than reviewers could read it. The CI pipeline kept up for about three weeks. Now the queue backs up by mid-morning. Builds take 38 minutes. 4,000 tests run on every commit when 60 are relevant.

The Growing Divide Between Digital Simplicity and Real-World Complexity

A banking app can approve a transaction in seconds. An AI assistant can produce a detailed report from a single instruction. Yet correcting a banking error or verifying an AI-generated report can take hours. This contradiction is becoming more visible as digital services grow easier to operate. Interfaces require fewer steps, but the processes behind them involve increasingly complicated systems, decisions, and responsibilities. The question is whether technology is eliminating complexity or simply moving it somewhere users cannot see.

Where Should You Register Your Startup? Comparing Hong Kong, Singapore, and the USA

Starting a business is exciting, but choosing where to register it can be difficult. Should you establish your company in Hong Kong, Singapore, or the United States? Each location offers different advantages, including tax structures, international market access, and funding opportunities. The right choice depends on your business model, target customers, budget, and plans. Understanding these differences can help you avoid unnecessary costs and legal complications.

Devart ODBC Drivers update brings SQL Server 2025, MySQL 9.7, and new Snowflake authentication methods

The latest release of Devart ODBC Drivers is here, bringing support for Microsoft SQL Server 2025, MySQL 9.7.x, and NexusDB 4.75.20, along with new authentication methods, advanced data protection features, and improved compatibility with development tools and operating systems.

Automate Configuration Management and Drift Remediation at Scale

Learn how Puppet Enterprise by Perforce automates configuration management, enforces desired state, and enables automatic drift remediation across Windows servers at scale. In this demo, Matthew, Associate Sales Engineer at Puppet, shows how to use Puppet Enterprise to deploy and manage Windows registry configurations across multiple servers from a single console. See how infrastructure as code helps eliminate manual configuration tasks, reduce human error, and maintain consistent system configurations across your environment.

Splunk Observability Cloud and Ansible Automation Platform - How to Remediate Alerts with Ansible

Close the AIOps loop with Splunk Observability Cloud and Red Hat Ansible Automation Platform. Explore how OpenTelemetry and Event-Driven Ansible turn alerts into automated fixes, reducing manual firefighting and speeding up incident resolution.