CI/CD / INFRASTRUCTURE

Self-Hosted Runners & Hybrid CI

Auto-scaling runners for CPU/GPU workloads with spot instances

The Solution

🚀

Auto-Scaling Runner Pool

Kubernetes-based runner fleet that scales 0-100 based on queue depth. Provisions runners in seconds, terminates when idle.

💰

Spot Instance Optimization

Runs 80% of builds on AWS spot instances with automatic fallback to on-demand. 70% cost reduction for CI infrastructure.

🎮

GPU Build Support

Dedicated GPU runner pools for ML model training and testing. On-prem integration for proprietary hardware testing.

🔧

Custom Toolchains

Pre-baked runner images with company-specific tools, reducing build times by 60% vs cloud-hosted runners.

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