Infra cost optimization
Use production context to discover hidden opportunities to right-size your infrastructure and cut costs
Ask. Discover. Optimize.
Run your infrastructure with production and business context
Discovery
Searches and inventories resources across your infrastructure
Utilization analysis
Queries metrics to understand actual resource consumption vs allocated capacity
Pattern identification
Analyzes logs, metrics, and traces to find performance bottlenecks and waste
Code context
Reviews infrastructure-as-code and configuration to understand provisioning decisions
Trend analysis
Compares usage patterns over time to inform right-sizing decisions
Discovery
Searches and inventories resources across your infrastructure
Utilization analysis
Queries metrics to understand actual resource consumption vs allocated capacity
Pattern identification
Analyzes logs, metrics, and traces to find performance bottlenecks and waste
Code context
Reviews infrastructure-as-code and configuration to understand provisioning decisions
Trend analysis
Compares usage patterns over time to inform right-sizing decisions
A single prompt to discover savings
Compare actual usage against configured resources to identify over-provisioned workloads, idle infrastructure, or storage inefficiencies to optimize confidently.
Kubernetes resource optimization
- Compare actual CPU and memory usage to configured requests and limits
- Identify over provisioned pods that consistently use a fraction of their allocated resources
- Find pods with missing resource limits or frequent OOMKills and restarts that indicate resource issues
- Analyze node utilization to reveal consolidation opportunities and underutilized capacity
Kubernetes resource optimization
Align real CPU and memory usage with allocations to cut waste, prevent resource issues, and uncover consolidation opportunities
AWS resource intelligence
- Inventory running EC2 instances, RDS databases, S3 buckets, Lambda functions, and more
- Detect idle or stopped resources, unattached volumes, and old snapshots that are easy cleanup wins
- Identify over provisioned infrastructure based on instance types, sizes, and storage configuration
- Review CloudTrail events to understand who created resources and how long they have been running
AWS resource intelligence
Get a clear inventory of cloud resources, spotlight idle and oversized assets, and trace ownership so cleanups feel safe
Storage optimization
- Audit Kubernetes Persistent Volume Claims and their sizes to highlight large or suspicious allocations
- Review S3 bucket inventory and sizes to surface buckets that are good candidates for lifecycle policies or storage class changes
- Identify storage hotspots that are likely contributing to cost growth over time
Storage optimization
Surface large Kubernetes volumes and S3 buckets so you can target storage hotspots with lifecycle policies and smarter tiers
AI for your production systems
Brings production expertise to your engineering workflows. Operates tools like an expert, investigates across systems, and evolves with every interaction.
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