Workload Optimization

Intelligent scaling for every workload

AI-powered autoscaling analyzes your workload patterns and automatically rightsizes resources. Reduce waste, improve performance, and cut cloud costs by up to 50%.

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AI-Powered Autoscaling

Autoscaling that actually works

Our intelligent autoscaling engine continuously monitors CPU, memory, and custom metrics to make real-time scaling decisions. No more manual HPA tuning or guessing resource limits.

Machine learning-based utilization analysis
Configurable analysis windows and thresholds
Approval workflow for scaling actions
Estimated savings per recommendation

Autoscaler Analysis3 recommendations

api-gatewaySave $124/mo

Scale down replicas 8 -> 4

worker-poolSave $89/mo

Reduce CPU limit 2000m -> 800m

cache-layerSave $67/mo

Reduce memory 4Gi -> 1.5Gi

Total estimated savings$280/mo

CPU RequestedBefore / After

4000m requested

1800m optimized

Memory Requested

8Gi requested

3Gi optimized

Monthly savings from rightsizing$1,240/mo

Rightsizing

Stop overpaying for idle resources

Our analysis engine examines sustained usage patterns over configurable time windows and recommends optimal resource requests and limits. See exactly where you are over-provisioned and how much you can save.

CPU and memory rightsizing
Pod-level resource recommendations
Namespace-wide optimization
Historical usage trend analysis

Deployment Management

Full lifecycle deployment management

Create & Deploy

Launch new deployments from templates or custom manifests with a guided creation wizard.

Scale On Demand

Manually or automatically scale replicas based on CPU, memory, or custom metric thresholds.

Monitor Health

Real-time readiness and liveness probe status with automatic unhealthy pod detection.

Template Library

Organization-wide template library for standardized, repeatable deployment configurations.

Real-Time Status

WebSocket-powered live updates on rollout progress, replica counts, and pod conditions.

Rollback Safety

One-click rollback to any previous revision with full deployment history and diff views.

Templates

Infrastructure as Code, simplified

Create reusable deployment templates with variable substitution. Define your infrastructure once, deploy it consistently across projects and environments with a single click.

Reusable deployment templates
Variable substitution
Organization and project scoping
One-click template deployment

Web App Template

Nginx + Node.js + Redis

Organization

Worker Service

Queue consumer with autoscaling

Project

Microservice Starter

Go service with health checks

Organization

12 templates in your organizationDeploy

Start optimizing workloads today

See your first optimization recommendations within minutes of connecting a cluster. No credit card required.

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