StormForge provides machine learning-based Kubernetes resource optimization (rightsizing) for reducing cloud infrastructure costs while maintaining application performance. The Optimize Live product deploys an agent to Kubernetes clusters that collects workload metrics, applies ML algorithms, and generates CPU and memory recommendations for containers. Recommendations can be applied automatically, on-demand, or exported as Kubernetes patches for GitOps workflows.
URL: Visit APIs.json URL
- Type: Index
- Position: Consumer
- Access: 3rd-Party
- Cloud Cost Optimization
- DevOps
- FinOps
- Kubernetes
- Machine Learning
- Resource Management
- Rightsizing
- Created: 2026-03-27
- Modified: 2026-05-02
Machine learning-based Kubernetes resource rightsizing product. Deploys an agent to clusters to collect metrics, generates CPU and memory recommendations, and supports automatic or GitOps-based application.
Human URL: https://www.stormforge.io/optimize-live/
- Cloud Cost Optimization, FinOps, Kubernetes, Machine Learning, Rightsizing
Command-line interface for managing clusters, workloads, and optimization recommendations. Supports authentication, resource inspection, recommendation generation and application, and MCP server for AI integration.
Human URL: https://docs.stormforge.io/docs/stormforge-cli/reference/
- CLI, DevOps, FinOps, Kubernetes
| File | Description |
|---|---|
| stormforge-recommendation-schema.json | Schema for StormForge rightsizing recommendations |
| File | Description |
|---|---|
| stormforge-recommendation-structure.json | Recommendation object field documentation |
| File | Description |
|---|---|
| stormforge-context.jsonld | JSON-LD context for Kubernetes optimization vocabulary |
| File | Description |
|---|---|
| stormforge-vocabulary.yml | Domain vocabulary for Kubernetes rightsizing and FinOps |
FN: Kin Lane
Email: kin@apievangelist.com