Graph-Based AI System for Real-Time Detection and Rollback of Performance Regressions in Software
This blog presents a Graph-Based AI System leveraging Graph Neural Networks (GNNs) for real-time detection and rollback of performance regressions in software deployments. By modeling microservices and their inter dependencies as dynamic temporal graphs, this system detects anomalies in real time and initiates automated rollback procedures. The integration with CI/CD pipelines and orchestration platforms like Kubernetes ensures scalability and rapid recovery, making it a trans-formative approach for maintaining software reliability.Visualize and contextualize people and teams with a new organization browser in Outlook
It’s the places and faces we remember and today we’re making it easier than ever to visualize and contextualize people and teams across your company with a new addition to Outlook. This new application available to Office Insiders allows you to find, discover, and explore people and relationships through a delightful organizational browser experience. What’s Next We’ll continue to evolve this experience over the next few months with some exciting new changes and features. Availability We typically release features over some time to ensure that things are working smoothly. This is true for Insiders as well. We highlight features that you may not have because they’re slowly releasing to larger numbers of Insiders. Similarly, sometimes we remove elements to improve them. Though rare, we also reserve the option to pull a feature entirely out of the product. Sign up for the Office Insider newsletter and get the latest information about Insider features in your inbox once a month.
