How to Deploy an AI Agent to Production: VPS, Docker & Serverless (2026)

How to Deploy an AI Agent to Production: VPS, Docker & Serverless (2026) Your agent works on your laptop. Great. Now how do you make it run 24/7 without you babysitting it? Deployment is where most AI agent projects die — not because the agent doesn't work, but because nobody figured out how to keep it running reliably. This guide covers three deployment approaches (VPS, Docker, serverless), with real configs, cost breakdowns, and the monitoring you need to sleep at night while your agent works. ## Choosing Your Deployment Model Approach Best For Monthly Cost Complexity Always-On? **VPS (bare metal)** 24/7 autonomous agents $5-20 Medium Yes **Docker + VPS** Reproducible, multi-agent $10-30 Medium-High Yes **Serverless (Lambda/Cloud Run)** Event-triggered agents $1-50 (pay-per-use) Low-Medium No (triggered) **Managed platforms** No-ops teams $20-200 Low Varies ## Option 1: VPS Deployment (What We Use) The simplest path to a 24/7 agent. Rent a virtual server, install your agent, se