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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