Amazon DevOps Guru
Amazon DevOps Guru is a machine learning-powered service that makes it easy to improve an application's operational performance and availability. It detects behaviors that deviate from normal operating patterns so you can identify operational issues long before they impact your customers.
APIs
Amazon DevOps Guru API
The Amazon DevOps Guru API provides programmatic access to manage resource collections, insights, anomalies, and recommendations for improving application operational performanc...
Capabilities
Amazon DevOps Guru Operational Intelligence
Workflow capability for DevOps engineers and SREs to monitor application health, investigate anomalies, follow remediation recommendations, and configure operational intelligenc...
Run with NaftikoFeatures
Uses machine learning to detect behavioral deviations across hundreds of AWS metrics without manual threshold configuration.
Identifies anomalies before they become operational issues, allowing teams to remediate before customer impact.
Surfaces insights when active operational issues are detected to accelerate root cause analysis.
Provides specific remediation recommendations with links to relevant documentation and AWS console pages.
Analyzes CloudWatch Logs for log-based anomalies to include log patterns in operational insights.
Automatically creates OpsCenter OpsItems for detected insights to streamline incident management.
Define which applications to monitor by specifying CloudFormation stack names for precise application-scoped coverage.
Enable DevOps Guru across an entire AWS Organization to centrally monitor all accounts and regions.
Use Cases
Detect potential issues in application behavior before they impact end users using ML-powered proactive insights.
Rapidly identify the root cause of operational incidents by correlating anomalies, events, and recommendations.
Use continuous behavioral monitoring to identify performance bottlenecks and optimization opportunities.
Monitor operational health across all accounts in an AWS Organization from a single pane of glass.
Integrate DevOps Guru insights into CI/CD pipelines to gate deployments on operational health status.
Integrations
Ingests CloudWatch metrics and logs for anomaly detection and event correlation.
Uses CloudFormation stacks to define application boundaries for targeted monitoring coverage.
Automatically creates OpsCenter OpsItems for detected insights to enable incident management workflows.
Sends insight notifications to SNS topics for routing to teams via email, Slack, PagerDuty, or other channels.
Enables organization-wide monitoring by aggregating insights across multiple AWS accounts.
Emits DevOps Guru events to EventBridge for custom automation and routing workflows.