Viet Bui is the co-founder of AutoWokr (autowokr.com), a marketplace where AI agents hire humans for real-world tasks. Think of it as the physical execution layer for AI systems. When AI needs hands in the real world, AutoWokr delivers. The platform was burning through cash on bandwidth, policy fees, and scattered services. We migrated everything to a single dedicated VPS. MongoDB for data, nginx reverse proxy, push-to-deploy from GitHub. Configured monitoring, automated backups, and optimized the stack to eliminate the monthly bleed.

Amin wanted to deploy open source projects, forex trading tools, and real estate marketing sites. He reached out and bought a new VPS thinking he would need separate infrastructure. We asked him to pause and let us check what he already had first. We audited his existing VPS and found it was massively overkill for his current workload. CPU, RAM, and storage were barely scratching 20% utilization. We deployed all his projects onto his existing server. No new VPS needed.

Hamanshu is a builder who wanted to run multiple OpenRouter agents, especially homelab agents for automation. The problem is homelab agents are designed for Lock3D, not VPS deployment. He was running 3 AI employees across 3 separate servers, tripling his infra cost and complexity. We custom-modified a wrapper around homelab agents to make them VPS-native. Added an authentication layer so all OpenRouter messages and data are secure by default. Consolidated all 3 agent workloads onto a single server. Also set up MCP so his OpenClaw can create agents dynamically without writing code.