AWS DevOps Blog

Category: Intermediate (200)

Save Cost and Improve Lambda Application Performance with Proactive Insights from Amazon DevOps Guru

AWS customers, regardless of size and market segment, constantly seek to improve application performance while reducing operational costs. Today, Amazon DevOps Guru generates proactive insights that enable you to reduce the cost and improve the performance of your AWS Lambda application. By proactively analyzing your application and making these cost-saving and/or performance-improving recommendations, DevOps Guru […]

Automate code reviews with Amazon CodeGuru Reviewer

A common problem in software development is accidentally or unintentionally merging code with bugs, defects, or security vulnerabilities into your main branch. Finding and mitigating these faulty lines of code deployed to the production environment can cause severe outages in running applications and can cost unnecessary time and effort to fix. Amazon CodeGuru Reviewer tackles […]

Monitor AWS resources created by Terraform in Amazon DevOps Guru using tfdevops

This post was written in collaboration with Kapil Thangavelu, CTO at Stacklet Amazon DevOps Guru is a machine learning (ML) powered service that helps developers and operators automatically detect anomalies and improve application availability. DevOps Guru utilizes machine learning models, informed by years of Amazon.com and AWS operational excellence to identify anomalous application behavior (e.g., increased […]

Define application boundary using AWS resources tags in Amazon DevOps Guru

Amazon DevOps Guru is an ML powered service that makes it easy to improve an application’s operational performance and availability. By analyzing application metrics, logs, events and traces, DevOps Guru identifies behaviors that deviate from normal operating patterns and creates insights that you can use to improve your application. At re:Invent 2021, we announced a […]

Automate Container Anomaly Monitoring of Amazon Elastic Kubernetes Service Clusters with Amazon DevOps Guru

Observability in a container-centric environment presents new challenges for operators due to the increasing number of abstractions and supporting infrastructure. In many cases, organizations can have hundreds of clusters and thousands of services/tasks/pods running concurrently. This post will demonstrate new features in Amazon DevOps Guru to help simplify and expand the capabilities of the operator. […]

Get started with AWS DevOps Guru Multi-Account Insight Aggregation with AWS Organizations

Amazon DevOps Guru is a fully managed service that uses machine learning (ML) to continuously analyze and consolidate operational data streams from multiple sources, such as Amazon CloudWatch metrics, AWS Config, AWS CloudFormation, AWS X-Ray, and provide you with a single console dashboard. This dashboard helps customers improve operational performance and avoid expensive downtime by […]

Anomaly Detection in AWS Lambda using Amazon DevOps Guru’s ML-powered insights

Critical business applications are monitored in order to prevent anomalies from negatively impacting their operational performance and availability. Amazon DevOps Guru is a Machine Learning (ML) powered solution that aids operations by detecting anomalous behavior and providing insights and recommendations for how to address the root cause before it impacts the customer. This post demonstrates how Amazon […]

Create CIS hardened Windows images using EC2 Image Builder

Many organizations today require their systems to be compliant with the CIS (Center for Internet Security) Benchmarks. Enterprises have adopted the guidelines or benchmarks drawn by CIS to maintain secure systems. Creating secure Linux or Windows Server images on the cloud and on-premises can involve manual update processes or require teams to build automation scripts […]

CICD on Serverless Applications using AWS CodeArtifact

Developing and deploying applications rapidly to users requires a working pipeline that accepts the user code (usually via a Git repository). AWS CodeArtifact was announced in 2020. It’s a secure and scalable artifact management product that easily integrates with other AWS products and services. CodeArtifact allows you to publish, store, and view packages, list package […]

Hackathon Solution Overview

Hackathons with AWS Cloud9: Collaboration simplified for your next big idea

Many organizations host ideation events to innovate and prototype new ideas faster.  These events usually run for a short duration and involve collaboration between members of participating teams. By the end of the event, a successful demonstration of a working prototype is expected and the winner or the next steps are determined. Therefore, it’s important […]