
Terraform
Terraform is an infrastructure as code tool that lets you build, change, and version infrastructure safely and efficiently.

Automated Kubernetes cost optimization and autonomous cloud infrastructure management.

Cast AI is an advanced cloud-native platform that utilizes machine learning and real-time telemetry to automate Kubernetes cost optimization and infrastructure provisioning. In the 2026 landscape, Cast AI has positioned itself as the essential layer for AI-driven enterprises managing massive GPU clusters for LLM inference and training. The platform's technical architecture revolves around an autonomous engine that replaces standard cluster autoscalers with a more aggressive, cost-aware logic. It continuously analyzes workload requirements to perform real-time bin-packing, right-sizing, and spot instance orchestration across AWS, Azure, and Google Cloud. By intercepting pod scheduling, Cast AI can migrate workloads to the most cost-efficient compute instances without manual intervention, often achieving savings of 50-75% on cloud spend. Beyond cost, it integrates cloud security posture management (CSPM) and automated cluster upgrades, providing a unified control plane for DevOps teams to maintain high availability while strictly adhering to FinOps budgets. Its ability to manage 'Spot Fallback'—automatically moving workloads back to on-demand instances when spot capacity is reclaimed—makes it a mission-critical tool for production-grade Kubernetes environments.
Cast AI is an advanced cloud-native platform that utilizes machine learning and real-time telemetry to automate Kubernetes cost optimization and infrastructure provisioning.
Explore all tools that specialize in cluster right-sizing. This domain focus ensures Cast AI delivers optimized results for this specific requirement.
Automatically moves workloads from interrupted Spot instances to On-Demand instances, then moves them back when Spot capacity returns.
Uses AI to re-pack pods onto the smallest number of nodes possible without violating resource constraints.
Dynamically adjusts CPU and memory requests for running pods without requiring a restart.
Orchestrates NVIDIA Multi-Instance GPU (MIG) for AI workloads to maximize hardware utilization.
Predicts future traffic spikes using historical metrics to pre-provision capacity.
Handles the rolling upgrade of Kubernetes versions across nodes automatically.
Provides granular cost data down to the individual pod and label level.
Create a Cast AI account and connect your primary cloud provider (AWS/GCP/Azure).
Run the read-only 'Savings Report' agent to analyze current cluster inefficiencies.
Review the generated cost optimization plan and potential savings metrics.
Provision an IAM role with limited permissions for Cast AI infrastructure management.
Connect the Cast AI agent to your Kubernetes cluster via Helm or kubectl.
Configure 'Autopilot' policies, defining limits for CPU and memory scaling.
Enable Spot Instance orchestration with automated 'Spot Fallback' logic.
Integrate with Prometheus/Grafana for real-time observability and cost tracking.
Set up Slack or PagerDuty alerts for cluster events and savings milestones.
Deploy the 'Security Report' agent to identify configuration vulnerabilities.
All Set
Ready to go
Verified feedback from other users.
"Users praise the 'set it and forget it' nature of the Autopilot feature and the immediate, visible ROI in cloud billing statements."
Post questions, share tips, and help other users.

Terraform is an infrastructure as code tool that lets you build, change, and version infrastructure safely and efficiently.

A powerful open-source framework for creating cloud-native CI/CD systems.

Real-time machine learning deployment with enhanced observability for any AI application or system, managed your way.

AI assistant that automates pull request descriptions and streamlines code review.

A decentralized AI supercomputer leveraging global compute power for open superintelligence.

A decentralized AI supercomputer connecting devices worldwide to power open superintelligence.