A practical pattern for using GenAI research agents to produce reliable internal tooling by verifying assumptions with detection classes and a final checklist.
Overview In this post we outline the basics of setting up an X++ repository in Git as well as a YAML-based build pipeline which executes against this repository. Background Git is an increasingly popular version control system which sees broad use within the Commercial Software Engineering (CSE) organization at Microsoft. Dynamics 365 for Financ...
As an Engineering team on Microsoft’s Commercial Software Engineering (CSE), we strive to empower customers to build and maintain their software-based solutions. A key factor in being successful in our goal is to educate and develop the solution by applying certain Engineering Fundamentals. In this article, we will cover Continuous Integration
In this blog post, we want to share a Microsoft manufacturing customer’s journey that started off by setting up with them the core piece for their software development: a monolithic repository — or monorepo for short.
The promise of being able to standardize on Kubernetes as a platform is attractive as it offers unique solutions to many of the challenges companies face. This post talks about the Azure Service Operator open source project that helps customers deploy Azure Resources using Kubernetes definitions
During pandemics, the ability to let people know if they have been exposed to a contagious disease is essential for public health practitioners. This is known as contact tracing and the COVID-19 pandemic is no exception. In this post, I describe the journey of our Microsoft team to deploy an exposure notification server on Azure.
Mocking cloud service dependencies in modern applications is essential for independent unit testing. We show how to mock all relevant parts of the Azure DevOps Extension SDK, Azure DevOps Extension API as well as other external APIs to create meaningful unit tests for Azure DevOps UI Extensions and reach full code coverage.
Hospitals around the world regularly work towards improving the health of their patients as well as ensuring there are enough resources available for patients awaiting care. During these unprecedented times with the COVID-19 pandemic, Intensive Care Units are having to make difficult decisions at a greater frequency to optimize patient health outco...
Deep learning algorithms capable of learning and predicting customer behavior are allowing businesses to intervene with the right retention offers at the right time. CSE recently partnered with Majid Al Futtaim Ventures (MAF) to design and deploy a machine learning solution to predict attrition.
This code story describes CSE's work with ZenCity to create a data pipeline on Azure Databricks supported by a CI/CD pipeline on TravisCI. The aim of the collaboration was to create a pipeline capable of processing a stream of social posts, analyzing them, and identifying trends.
