AWS DevOps & Developer Productivity Blog

Category: Artificial Intelligence

Directing ML-powered Operational Insights from Amazon DevOps Guru to your Datadog event stream

Amazon DevOps Guru is a fully managed AIOps service that uses machine learning (ML) to quickly identify when applications are behaving outside of their normal operating patterns and generates insights from its findings. These insights generated by DevOps Guru can be used to alert on-call teams to react to anomalies for business mission critical workloads. […]

image with title Optimize software development with Amazon CodeWhisperer

Optimize software development with Amazon CodeWhisperer

Businesses differentiate themselves by delivering new capabilities to their customers faster. They must leverage automation to accelerate their software development by optimizing code quality, improving performance, and ensuring their software meets security/compliance requirements. Trained on billions of lines of Amazon and open-source code, Amazon CodeWhisperer is an AI coding companion that helps developers write code […]

Integrating DevOps Guru Insights with CloudWatch Dashboard

Many customers use Amazon CloudWatch dashboards to monitor applications and often ask how they can integrate Amazon DevOps Guru Insights in order to have a unified dashboard for monitoring.  This blog post showcases integrating DevOps Guru proactive and reactive insights to a CloudWatch dashboard by using Custom Widgets. It can help you to correlate trends […]

DevSecOps with Amazon CodeGuru Reviewer CLI and Bitbucket Pipelines

DevSecOps refers to a set of best practices that integrate security controls into the continuous integration and delivery (CI/CD) workflow. One of the first controls is Static Application Security Testing (SAST). SAST tools run on every code change and search for potential security vulnerabilities before the code is executed for the first time. Catching security […]

10 ways to build applications faster with Amazon CodeWhisperer

Amazon CodeWhisperer is a powerful generative AI tool that gives me coding superpowers. Ever since I have incorporated CodeWhisperer into my workflow, I have become faster, smarter, and even more delighted when building applications. However, learning to use any generative AI tool effectively requires a beginner’s mindset and a willingness to embrace new ways of […]

Monitoring Amazon DevOps Guru insights using Amazon Managed Grafana

As organizations operate day-to-day, having insights into their cloud infrastructure state can be crucial for the durability and availability of their systems. Industry research estimates[1] that downtime costs small businesses around $427 per minute of downtime, and medium to large businesses an average of $9,000 per minute of downtime. Amazon DevOps Guru customers want to […]

Publish Amazon DevOps Guru Insights to ServiceNow for Incident Management

Amazon DevOps Guru is a fully managed AIOps service that uses machine learning (ML) to quickly identify when applications are behaving outside of their normal operating patterns and generates insights from its findings. These insights generated by Amazon DevOps Guru can be used to alert on-call teams to react to anomalies for mission critical workloads. […]

Integrating with GitHub Actions – Amazon CodeGuru in your DevSecOps Pipeline

Many organizations have adopted DevOps practices to streamline and automate software delivery and IT operations. A DevOps model can be adopted without sacrificing security by using automated compliance policies, fine-grained controls, and configuration management techniques. However, one of the key challenges customers face is analyzing code and detecting any vulnerabilities in the code pipeline due […]

Proactive Insights with Amazon DevOps Guru for RDS

Today, we are pleased to announce a new Amazon DevOps Guru for RDS capability: Proactive Insights. DevOps Guru for RDS is a fully-managed service powered by machine learning (ML), that uses the data collected by RDS Performance Insights to detect and alert customers of anomalous behaviors within Amazon Aurora databases. Since its release, DevOps Guru […]

Deliver Operational Insights to Atlassian Opsgenie using DevOps Guru

As organizations continue to grow and scale their applications, the need for teams to be able to quickly and autonomously detect anomalous operational behaviors becomes increasingly important. Amazon DevOps Guru offers a fully managed AIOps service that enables you to improve application availability and resolve operational issues quickly. DevOps Guru helps ease this process by […]