I built this because I was tired of the manual investigation loop every time a CloudWatch alarm fired: check metrics, grep logs, run CLI commands, piece it together. Takes 15-30 minutes minimum per alarm.
CloudWatch AI Agent automates this: when an alarm triggers, an AI agent autonomously queries your AWS environment (read-only access), analyzes the data, and delivers root cause analysis with actionable AWS CLI commands to Slack.
How it works:
Deploys via Terraform module (Apache 2.0 licensed)
Lambda function gets triggered by SNS when alarm fires
AI agent uses read-only tools to query CloudWatch metrics, logs, EC2/RDS/Lambda configs, alarm history
Performs analysis and generates recommendations
Sends rich Slack notification with findings and ready-to-run commands
I'm a solo dev/AWS engineer who built this for my own use and decided to productize it. Would love feedback on the approach, pricing model, or technical architecture.
avansledright•1mo ago
CloudWatch AI Agent automates this: when an alarm triggers, an AI agent autonomously queries your AWS environment (read-only access), analyzes the data, and delivers root cause analysis with actionable AWS CLI commands to Slack.
How it works: Deploys via Terraform module (Apache 2.0 licensed) Lambda function gets triggered by SNS when alarm fires AI agent uses read-only tools to query CloudWatch metrics, logs, EC2/RDS/Lambda configs, alarm history Performs analysis and generates recommendations Sends rich Slack notification with findings and ready-to-run commands
I'm a solo dev/AWS engineer who built this for my own use and decided to productize it. Would love feedback on the approach, pricing model, or technical architecture.
Site: https://aiopscrew.com
Happy to answer any questions about the implementation or design decisions.