Elevator pitch Real-time EC2 and RDS monitoring with automated cost anomaly detection and remediation hints.
Industry Cloud Infrastructure & DevOps
Problem
- Missed resource state changes cause unexpected downtime and operational delays.
- Cost spikes from misconfigured instances remain undetected until billing review.
Solution
- Continuous polling of EC2/RDS status with instant alerts on state transitions.
- ML-backed anomaly detection flags unusual spending patterns with actionable remediation steps.
Tools
aws-ec2-poller: Fetch instance states, health checks, and metadata (returns status deltas).aws-rds-monitor: Query database cluster health, replication lag, and performance metrics.aws-cost-analyzer: Retrieve hourly spend trends and detect statistical outliers.remediation-suggester: Correlate anomalies with common misconfigs, return fix recommendations.
Widgets
/dashboard: Real-time status grid, cost trend chart, and alert feed./anomalies: Detailed anomaly timeline with suggested actions and cost impact.
Conversation starters
- "Show me all stopped EC2 instances and estimate monthly savings if terminated."
- "What's causing the 40% spike in RDS costs this week?"