AWS Observability Agent

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This Repository is meant to serve as a demonstration. This code should not be used in production as is.

A comprehensive AWS infrastructure monitoring and analysis tool that uses CloudWatch MCP tools to discover resources, analyze performance, and generate actionable insights.

Quick Demo

Run both agents with a single command:

python demo.py

Or run them individually:

1. Basic SRE Agent

python agent.py

• Quick text-based analysis
• Writes findings to operational.md

2. Advanced Observability Agent

python natural_language_observability_agent.py --region us-east-2

• Comprehensive HTML dashboard with interactive Plotly charts
• Real CloudWatch metrics visualization
• Working AWS Console deep links
• Industry postmortem analysis

Setup

pip install -r requirements.txt

Key Features

• Real CloudWatch Data: Actual metrics from EC2, RDS, Lambda, EKS, etc.
• Interactive Charts: Plotly visualizations of CPU utilization, service distribution
• Working Deep Links: Direct links to your AWS Console resources
• Industry Context: Postmortem analysis for similar incidents
• Beautiful Reports: Interactive HTML dashboards

Output

• operational.md - Text analysis from basic agent
• reports/*.html - Interactive dashboard from advanced agent