Operations | Monitoring | ITSM | DevOps | Cloud

Managing today's complex enterprise infrastructure presents significant challenges — from siloed data and steep learning curves to time-consuming troubleshooting. As the pace of business accelerates and infrastructure demands grow, these obstacles are increasingly difficult to overcome. That’s why we built Infra Assistant, a new AI capability in Puppet Enterprise Advanced, powered by Perforce Intelligence.

AI is changing how we build software — but debugging code still comes down to having context. One minute the model’s performance is cruising. The next, you’re hit with a KeyError from a tool you forgot existed, triggered by a model that silently timed out, and a retrieval call that returns... nothing, or 11 “Let me try this a different way" messages before failure. You’re stitching together LLM calls, agents, vector stores, and custom logic. Then hoping it holds up in prod.

Stateless architecture that auto-scales no matter your data, usage, and performance needs How do you take a stateful, performance-critical system like Elasticsearch and make it serverless? At Elastic, we reimagined everything — from storage to orchestration — to build a truly serverless platform that customers can trust. Elastic Cloud Serverless is a fully managed, cloud-native platform designed to bring the power of Elastic Stack to developers without the operational burden.

Elastic Cloud Serverless provides the fastest way to start and scale security, observability, and search solutions — without managing infrastructure. Today, we are excited to announce the general availability of Elastic Cloud Serverless on Microsoft Azure — now available in the EastUS region. Elastic Cloud Serverless provides the fastest way to start and scale security, observability, and search solutions without managing infrastructure.

SLOs are key for improving user satisfaction, prioritizing engineering projects, and measuring overall performance. Given the important role that SLOs play in determining organizational benchmarks, teams need to ensure that SLO metrics—also called service level indicators (SLIs)—are reported accurately and maintained consistently within an acceptable range.

As we previously reported on April 26, 2025, we had a security incident via an insecure GitHub Action and we have since published a post-incident review. We have confirmed that there has been no code modification, unauthorized access to production systems, exposure of customer data, or access to personal information.

Deploying a Drupal 10 or Drupal 11 application can feel like walking through a minefield of potential problems. Even a well-built Drupal site can stumble during deployment due to a few common pitfalls. For IT managers and technical project leads, understanding these pitfalls—and how cloud automation can solve them—means fewer late-night emergencies and smoother launches.

The Prometheus CloudWatch exporter pulls AWS CloudWatch metrics into your Prometheus setup, giving you a unified view of your infrastructure alongside application metrics. If you're already running Prometheus and need visibility into AWS services like EC2, RDS, or Lambda, this exporter handles the integration without forcing you to switch monitoring stacks.