AWS DevOps Guru is a machine-learning powered operations service that detects anomalous application behavior, provides contextual insights, and recommends remediation to improve availability and performance.

Key Features:

• ML-driven anomaly detection across metrics, logs, and events
• Contextual insights with actionable remediation recommendations
• Automatic analysis to reduce alert noise and adapt to changing architectures

Use Cases:

• Improve availability and performance of serverless applications
• Detect and remediate Amazon RDS database issues to reduce recovery time
• Proactively identify resource limits (CPU, memory, disk) before exhaustion

Benefits:

• Faster incident detection and resolution through automated insights
• Reduced operational overhead with fewer false alarms and automated rule updates
• Improved application uptime and user experience via proactive remediation