AWS DevOps

Amazon Q feature development enables teams using Amazon CodeCatalyst to scale with AI to assist developers in completing everyday software development tasks. Developers can now go from an idea in an issue to a fully tested, merge-ready, running application code in a Pull Request (PR) with natural language inputs in a few clicks. Developers can

Maximizing the value from Enterprise Software tools requires an understanding of who and how users interact with those tools. As we have worked with builders rolling out Amazon CodeWhisperer to their enterprises, identifying usage patterns has been critical. This blog post is a result of that work, builds on Introducing Amazon CodeWhisperer Dashboard blog and

In this blog post, we will show you how to validate Terraform modules and how to automate the process using a Continuous Integration/Continuous Deployment (CI/CD) pipeline.

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At re:Invent in 2023, AWS announced Infrastructure as Code (IaC) support for Amazon CodeWhisperer. CodeWhisperer is an AI-powered productivity tool for the IDE and command line that helps software developers to quickly and efficiently create cloud applications to run on AWS. Languages currently supported for IaC are YAML and JSON for AWS CloudFormation, Typescript and

Introduction AWS CloudFormation customers often inquire about the behind-the-scenes process of provisioning resources and why certain resources or stacks take longer to provision compared to the AWS Management Console or AWS Command Line Interface (AWS CLI). In this post, we will delve into the various factors affecting resource provisioning in CloudFormation, specifically focusing on resource stabilization, which allows

Introduction Today customers want to reduce manual operations for deploying and maintaining their infrastructure. The recommended method to deploy and manage infrastructure on AWS is to follow Infrastructure-As-Code (IaC) model using tools like AWS CloudFormation, AWS Cloud Development Kit (AWS CDK) or Terraform. One of the critical components in terraform is managing the state file which

AWS CodePipeline is a managed continuous delivery service that automates your release pipelines for application and infrastructure updates. Today, CodePipeline adds triggers and new execution modes to support teams with various delivery strategies. These features give customers more choice in the pipelines they build. In this post, I am going to show you how to

A Case Study Presented by CodeWhisperer Customizations Amazon CodeWhisperer is an AI-powered coding assistant that is trained on a wide variety of data, including Amazon and open-source code. With the launch of CodeWhisperer Customizations, customers can create a customization resource. The customization is produced by augmenting CodeWhisperer using a customer’s private code repositories. This enables

AWS Infrastructure as Code (IaC) enables customers to manage, model, and provision infrastructure at scale. You can declare your infrastructure as code in YAML or JSON by using AWS CloudFormation, in a general purpose programming language using the AWS Cloud Development Kit (CDK), or visually using Application Composer. IaC configurations can then be audited and

Today we’re excited to announce the general availability of CDK Migrate, a component of the AWS Cloud Development Kit (CDK). This feature enables users to migrate AWS CloudFormation templates, previously deployed CloudFormation stacks, or resources created outside of Infrastructure as Code (IaC) into a CDK application. This feature is being launched in tandem with the

Recently, we launched a new AWS Cloud Development Kit (CDK) construct for Amazon DynamoDB tables, known as TableV2. This construct provides a number of new features in addition to what the original construct offered, enabling CDK authors to create global tables, simplifying the configuration of global secondary indexes and auto scaling, as well as supporting

Announced by Werner Vogels in his 2023 re:Invent Keynote, Generative AI CDK Constructs, an open-source extension of the AWS Cloud Development Kit (AWS CDK), provides well-architected multi-service patterns to quickly and efficiently create repeatable infrastructure required for generative AI projects on AWS. Our initial release includes five CDK constructs enabling key generative AI capabilities like

This post demonstrates using AWS CloudFormation StackSets to deploy CloudFormation Hooks from a centralized delegated administrator account to all accounts within an Organization Unit(OU). It provides step-by-step guidance to deploy controls at scale to your AWS Organization as Hooks using StackSets. By following this post, you will learn how to deploy a hook to hundreds

Code coverage is a code quality metric leveraging unit tests. Coming up with test cases with every combination of parameters requires developer’s time, which is already scarce. Developers’ focus is (mis)directed at just meeting the coverage threshold. In doing so, quality of code may be compromised and resulting code may still result in unexpected outcomes.

The dust has settled after another re:Invent. I once again had the privilege of organizing the DevOps and Developer Productivity (DOP) track along with Jessie VanderVeen, Anubhav Rao and countless others. For 2022, the DOP track included 59 sessions.  If you weren’t able to attend, I have compiled a list of the on-demand sessions for

As we kick off 2024, I wanted to take a moment to highlight the top posts from 2023. Without further ado, here are the top 10 AWS DevOps blog posts of 2023. Unit Testing AWS Lambda with Python and Mock AWS Services – When building serverless event-driven applications using AWS Lambda, it is best practice to

Generative AI coding tools are changing the way developers accomplish day-to-day development tasks. From generating functions to creating unit tests, these tools have helped customers accelerate software development. Amazon CodeWhisperer is an AI-powered productivity tools for the IDE and command line that helps improve developer productivity by providing code recommendations based on developers’ natural language

Enterprises are constantly seeking ways to accelerate their journey to the cloud. Infrastructure as code (IaC) is crucial for automating and managing cloud resources efficiently. The AWS Cloud Development Kit (AWS CDK) lets you define your cloud infrastructure as code in your favorite programming language and deploy it using AWS CloudFormation. In this post, we

In the modern world of cloud computing, Infrastructure as Code (IaC) has become a vital practice for deploying and managing cloud resources. AWS Cloud Development Kit (AWS CDK) is a popular open-source framework that allows developers to define cloud resources using familiar programming languages. A related open source tool called Projen is a powerful project