title: CloudSlash - Cost Optimization Reference description: You have 847 waste items costing $14,200/month. Focus on the top 20: they account for 80% of it. Here is exactly how CloudSlash gets you there. The engine di...
Cost Optimization¶
You have 847 waste items costing $14,200/month. Focus on the top 20: they account for 80% of it. Here is exactly how CloudSlash gets you there.
Prerequisites¶
- CloudSlash installed (
cs doctorpasses) - AWS credentials configured (
aws sts get-caller-identitysucceeds) - AWS plugin installed:
cs plugin install aws
Idle Resources¶
Target First
The engine discovers all resources in your account, builds the Universal Graph, runs heuristics, and outputs a table of findings:
┌─────────────────────────────────────────────────────────────────────────────┐
│ VERDICT │ RESOURCE │ COST/MO │ REASON │
├─────────────────────────────────────────────────────────────────────────────┤
│ DELETE │ i-0abc123 (m5.xlarge) │ $140.16 │ idle_instance (45d) │
│ DELETE │ vol-0def456 (100GB gp2) │ $10.00 │ unattached_volume │
│ FLAG │ lambda-stale-processor │ $0.00 │ stale_lambda (90d) │
│ FLAG │ nat-0ghi789 │ $32.40 │ hollow_nat_gateway │
│ RISK │ i-0jkl012 (c5.2xlarge) │ $245.28 │ spot_termination_risk │
└─────────────────────────────────────────────────────────────────────────────┘
Waste: 4 resources │ Projected savings: $182.56/mo
Web Dashboard¶
Explore in the
Start the daemon to get the full visual experience:
Open http://localhost:8080 and navigate to the Insights tab. Here you see:
- Cost breakdown by provider, service, and region
- Top waste items ranked by monthly cost
- Heuristic confidence scores for each finding
Tune Detection Sensitivity¶
Open Settings (gear icon) → Heuristic Sliders. Adjust thresholds for your environment:
- Idle instance threshold: Days of low CPU before flagging (default: 14 days)
- Volume detach threshold: Days unattached before flagging (default: 14 days)
- Lambda staleness: Days since last invocation (default: 90 days)
Changes apply immediately to the next scan cycle.
Remediations¶
Review and Approve
Navigate to the s.a.u Pipeline tab. Resources flow through the Kanban stages:
- Flagged: Heuristics identified waste
- Analyzed: Oracle verified blast radius
- s.a.u Gate: Reversibility check passed
- Pending: Awaiting your approval
Click a resource to see its Terraform plan diff and blast radius. When you are confident, click Approve or drag it to the next stage.
Dry Run First
For your first remediations, use the Web Dashboard to review each resource individually. The blast radius view shows all dependent resources that could be affected.
Track Savings¶
Over Time
The trend chart shows waste count and projected savings over time. Use it to demonstrate ROI to stakeholders.
Generate Executive Reports¶
The report includes: executive summary, provider breakdown, top 10 waste items, policy compliance status, and cost trend charts. Share it with your finance team.
What's Next¶
- Write CEL policies to automate cost guardrails
- Set up CI/CD scanning to prevent new waste from being created
- Configure Slack notifications for real-time alerts