AWS DevOps & Developer Productivity Blog

Category: Technical How-to

Best Practices for Working with Pull Requests in Amazon CodeCatalyst

Best Practices for working with Pull Requests in Amazon CodeCatalyst

According to the Well-Architected DevOps Guidance, “A peer review process for code changes is a strategy for ensuring code quality and shared responsibility. To support separation of duties in a DevOps environment, every change should be reviewed and approved by at least one other person before merging.” Development teams often implement the peer review process […]

Accessing Amazon Q Developer using Microsoft Entra ID and VS Code to accelerate development

Overview In this blog post, I’ll explain how to use a Microsoft Entra ID and Visual Studio Code editor to access Amazon Q developer service and speed up your development. Additionally, I’ll explain how to minimize the time spent on repetitive tasks and quickly integrate users from external identity sources so they can immediately use […]

How A/B Testing and Multi-Model Hosting Accelerate Generative AI Feature Development in Amazon Q

How A/B Testing and Multi-Model Hosting Accelerate Generative AI Feature Development in Amazon Q

Introduction In the rapidly evolving landscape of Generative AI, the ability to deploy and iterate on features quickly and reliably is paramount. We, the Amazon Q Developer service team, relied on several offline and online testing methods, such as evaluating models on datasets, to gauge improvements. Once positive results are observed, features were rolled out […]

Use AWS CloudFormation Git sync to configure resources in customer accounts

AWS partners often have a requirement to create resources, such as cross-account roles, in their customers’ accounts. A good choice for consistently provisioning these resources is AWS CloudFormation, an Infrastructure as Code (IaC) service that allows you to specify your architecture in a template file written in JSON or YAML. CloudFormation also makes it easy […]

Implementing Identity-Aware Sessions with Amazon Q Developer

“Be yourself; everyone else is already taken.” -Oscar Wilde In the real world as in the world of technology and authentication, the ability to understand who we are is important on many levels. In this blog post, we’ll look at how the ability to uniquely identify ourselves in the AWS console can lead to a […]

Accelerate your Terraform development with Amazon Q Developer

Accelerate your Terraform development with Amazon Q Developer

This post demonstrates how Amazon Q Developer, a generative AI-powered assistant for software development, helps create Terraform templates. Terraform is an infrastructure as code (IaC) tool that provisions and manages infrastructure on AWS safely and predictably. When used in an integrated development environment (IDE), Amazon Q Developer assists with software development, including code generation, explanation, […]

Balance deployment speed and stability with DORA metrics

Balance deployment speed and stability with DORA metrics

Development teams adopt DevOps practices to increase the speed and quality of their software delivery. The DevOps Research and Assessment (DORA) metrics provide a popular method to measure progress towards that outcome. Using four key metrics, senior leaders can assess the current state of team maturity and address areas of optimization. This blog post shows […]

Testing your applications with Amazon Q Developer

Testing your applications with Amazon Q Developer

Testing code is a fundamental step in the field of software development. It ensures that applications are reliable, meet quality standards, and work as intended. Automated software tests help to detect issues and defects early, reducing impact to end-user experience and business. In addition, tests provide documentation and prevent regression as code changes over time. […]

How to migrate your AWS CodeCommit repository to another Git provider

On November 24th, 2025 we announced that CodeCommit is returning to full General Availability, effective immediately. You can read more in The Future of AWS CodeCommit. Customers can migrate their AWS CodeCommit Git repositories to other Git providers using several methods, such as cloning the repository, mirroring, or migrating specific branches. This blog describes a basic […]

Leveraging Amazon Q Developer for Efficient Code Debugging and Maintenance

In this post, we guide you through five common components of efficient code debugging. We also show you how Amazon Q Developer can significantly reduce the time and effort required to manually identify and fix errors across numerous lines of code. With Amazon Q Developer on your side, you can focus on other aspects of […]