Operations | Monitoring | ITSM | DevOps | Cloud

So, you've been tasked with automating one or more of your tedious, time-consuming IT processes… but what exactly does that mean? And perhaps more importantly, where on earth do you start? IT automation and orchestration can cover a broad spectrum of potential use-cases, ranging from the Service Desk to the NOC, to Infrastructure, and well beyond.

Today at KubeCon Amsterdam, we are announcing the 1.0 release of HAProxy Unified Gateway, incorporating valuable community feedback from our beta users. HAProxy Unified Gateway delivers unified, high-performance, cloud-native application routing backed by an open-source community with 25+ years of experience.

An incident response platform helps organizations manage, track, and resolve IT incidents quickly and efficiently. With the right platform, teams can minimize downtime, reduce the impact of incidents, and lower their Mean Time to Resolution (MTTR). ‍ In this article, we’ll explore the top 5 incident response platforms for 2026, helping you choose the best solution for your needs. ‍

Root cause analysis tools are designed to help engineering teams understand why failures happen in production and other remote environments. As modern systems become more distributed and input-dependent, many incidents cannot be reproduced outside live environments. The stakes are significant: high-impact IT outages cost organizations a median of $2 million per hour, with annual downtime costs reaching $76 million per organization.

A runtime aware AI SRE extends existing AI SRE approaches by moving beyond telemetry correlation into runtime-validated reliability. While the majority of AI SRE tools accelerate incident triage using logs, metrics, and traces, they cannot confirm execution behavior if critical runtime signals were never captured. By generating on-demand evidence inside running services, AI SRES can eliminate slow redeploy cycles, ensuring your distributed systems remain resilient under real-world traffic conditions.

This blog is based on a recent live workshop. You can watch the the full livestream on Youtube. Next.js gives you a lot for free; server-side rendering, file-based routing, edge runtimes. What it doesn’t give you is a clear picture of what’s actually happening in production.

From status facilities to distributed platforms, we take a practical look at the data center trends shaping 2026 so far. In 2026, data centers are crossing a tipping point. What were once emerging trends—software-defined infrastructure, AI-driven operations, sustainability constraints, and edge expansion—are now widespread reality, shaping real-world designs and buying decisions.

Modern SRE teams face an overwhelming challenge: too many signals, too little time. Incidents are faster, systems are more complex, and reliability targets only get stricter. What if you had a teammate who could jump in instantly—context-aware, tireless, and armed with your runbooks, metrics, and alert data? Introducing PagerDuty’s SRE Agent, the next evolution in AI-driven operations.

Manual compliance work is a hidden drag on delivery speed for fintechs and regulated institutions. There is a faster path. Companies handling payment data know the cycle: every new feature requires security audits, evidence collection, and control verification before release. The traditional approach to building a compliant stack means taking on every layer yourself.

Financial institutions are required to prove they can operate safely in the cloud without becoming dependent on a single technology provider. What happens if your cloud provider fails, or you are required to move? The question used to be theoretical. However, since January 2025, it has become a compliance requirement.