Cloudwatch AI Agent
Automates CloudWatch alarm investigations, analyzes AWS resources, and delivers root cause analysis to Slack.
Automates CloudWatch alarm investigations, analyzes AWS resources, and delivers root cause analysis to Slack.
CloudWatch AI Agent is a production-ready Terraform module. It gives you autonomous CloudWatch alarm investigations using AI. It helps engineering teams by cutting down investigation time from hours to seconds. It still keeps read-only access to your AWS environments. This solution automatically looks at alarm triggers, queries AWS resources, and sends practical root cause analysis to team communication platforms.
Autonomous Alarm Investigation and Root Cause Analysis.
When an alarm goes off, CloudWatch AI Agent automatically starts investigating. It reads the notifications, figures out which alarm it is, and then gathers all the relevant information. It connects alarm data with how your system is set up, recent changes, and past patterns to guess what caused the problem. Instead of just giving you data, it explains in plain language what probably went wrong, what's affected, and how to fix it.
Real-Time AWS Environment Querying with Read-Only Access.
The agent can look at all your AWS data, like CloudWatch metrics, EC2 settings, RDS settings, and Lambda details, but it only has permission to read. This means it can't change anything in your system, keeping things secure. It can see current settings, performance from the past hour, application logs, and recent changes. Because it's read-only, your system stays safe while it's investigating, preventing new problems from popping up during troubleshooting.
Multi-Source Telemetry Correlation and Analysis.
Modern apps create a lot of data from different places. CloudWatch AI Agent brings all this data together from various sources. This includes CloudWatch metrics for resource use, CloudWatch Logs for app messages, EC2 monitoring for instance performance, RDS monitoring for database performance, Lambda Insights for function metrics, and X-Ray for tracking requests. By looking at how these different data points
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