Operations | Monitoring | ITSM | DevOps | Cloud

Building a serverless GenAI API with FastAPI, AWS, and CircleCI

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.

What To Know About Parsing JSON

If you grew up in the 80s and 90s, you probably remember your most beloved Trapper Keeper. The colorful binder contained all the folders, dividers, and lined paper to keep your middle school and high school self as organized as possible. Parsing JSON, a lightweight data format, is the modern, IT environment version of that colorful – perhaps even Lisa Frank themed – childhood favorite.

Introducing Audiences: AI That Tailors Incident Communication to Every Stakeholder

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.

Monitor and troubleshoot logs in real-time with Sumo Logic's Live Tail

Troubleshooting production logs shouldn’t be a hassle. Developers and IT operations need real-time insights without jumping between tools or manually sifting through endless log files. Sumo Logic Live Tail simplifies this process. You can instantly search, filter, and troubleshoot log tails in real-time within a single interface to get the data you need without logging into business-critical applications.

How to Take Your Vulnerability Management Program to the Next Level: Automation Strategies & Tactics

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.

Shared dashboards now start at FREE

Since we added the Open Access feature to Dashboard Server way back in 2014, it has been a customer favourite. Build a dashboard, grab a special URL, and share it with anyone without getting into the costs and hassle of user management - useful for embedding in other tools, show it off it on a very visible wall monitor, or send to management for a monthly report. It's versatile, simple, and most importantly, affordable.

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.

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.