Amazon DevOps Guru Alternatives (January 2026)

Amazon DevOps Guru is a machine learning service designed to detect abnormal operating patterns so you can identify issues before they impact your customers.

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1.
Machine Learning Service - Amazon SageMaker - AWS
https://aws.amazo
.com/sagemaker/

Build, train, and deploy machine learning (ML) models for any use case with fully managed infrastructure, tools, and workflows.

2.
APM Tool - Amazon CloudWatch - AWS
https://aws.amazo
.com/cloudwatch/

Amazon CloudWatch is a monitoring service built for DevOps engineers, developers, site reliability engineers (SREs), IT managers, and product owners.

3.
Sensitive Data Discovery and Protection - Amazon Macie - AWS
https://aws.amazo
.com/macie/

Amazon Macie is a data security service that uses machine learning (ML) and pattern matching to discover and help protect your sensitive data.

4.
Deep Learning Virtual Machine - AWS Deep Learning AMIs - AWS
https://aws.amazo
.com/machine-learning/amis/

AWS Deep Learning AMIs provides ML practitioners with curated, secure frameworks, dependencies, and tools to accelerate and scale deep learning in the cloud.

5.
Recommender System, Recommendation Engine - Amazon Personalize - AWS
https://aws.amazo
.com/personalize/

Amazon Personalize is an ML service that helps developers quickly build and deploy a custom recommendation engine with real-time personalization and user segmentation.

6.
Automated Vulnerability Management - Amazon Inspector - AWS
https://aws.amazo
.com/inspector/

Amazon Inspector is an automated vulnerability management service that continually scans AWS workloads for software vulnerabilities and unintended network exposure.

7.
CI/CD Pipeline - AWS CodePipeline - AWS
https://aws.amazo
.com/codepipeline/

AWS CodePipeline automates the build, test, and deploy phases of your release process each time a code change occurs.

8.
Docker Images for Machine Learning - AWS Deep Learning Containers - AWS
https://aws.amazo
.com/machine-learning/containers/

AWS Deep Learning Containers are Docker images preinstalled with deep learning frameworks that make it easy to deploy custom machine learning environments.