Operations | Monitoring | ITSM | DevOps | Cloud

The advancement of AI has empowered businesses to incorporate intelligent automation into their applications. A serverless Generative AI (GenAI) API enables developers to harness cutting-edge AI models without the burden of infrastructure management. This guide walks you through building a scalable and cost-effective GenAI API using FastAPI, a high-performance Python framework with built-in async support and seamless AWS integration.

Merge conflicts can derail your workflow at the worst possible moment. You’re making progress, ready to push your changes, and then suddenly—you hit a conflict. Now you have to stop, figure out what changed, track down a teammate, and resolve the issue before moving forward. It’s frustrating, time-consuming, and disrupts your momentum.

When incidents strike, clear communication is crucial — but one size doesn't fit all. Customer support needs to know what users are experiencing and possible workarounds, execs need business impact updates and timelines, and engineers need deep technical details. Manually juggling these different communication needs is time-consuming, error-prone, and frustrating when every minute counts.

This redesign is our biggest UI overhaul ever, and we’ve crafted it with three guiding pillars in mind: Below, you’ll find an overview of what’s new—and how you can take a look for yourself.

A well-built vulnerability management program covers everything from detection to patching to documentation, reporting, and ongoing measurement. Taking a structured approach to vulnerability management is a differentiator for DevOps teams: The more you can automate and enforce, the less time and effort it takes to find, fix, and monitor software vulnerabilities.

Managing SharePoint storage efficiently is crucial as data grows—discover how Squirrel Archiving stacks up against Microsoft 365’s built-in options to cut costs and improve accessibility.

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.

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.

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.