Operations | Monitoring | ITSM | DevOps | Cloud

APIs often represent the cutting edge of the technology space. This is especially true with Artificial Intelligence – as AI has evolved from speculative technology to mass adoption, it has shown up significantly in APIs as a modality and mechanism. However, as with all new technologies, using AI APIs comes with significant challenges.

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.

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.

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.

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.

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.

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.

Visual Studio App Center is officially retiring at the end of March 2025. Now is the ideal time to upgrade your mobile app builds to CircleCI, the leading CI/CD platform trusted by thousands of mobile developers worldwide. Start building for free.