For more considered deployments

DeployManual is an independent guide to running AI agents and small applications in the cloud. We bring architecture choices, complete costs, security boundaries, and recovery planning together so you can make a clear decision before renting a server.

How we make the guides

This first edition is based on official documentation, with sources and checked dates attached. Architecture recommendations and checklists are editorial judgments. Reviewing documentation is not the same as verifying a live system: these workflows have not been executed end-to-end on paid cloud instances. We publish no claimed hands-on benchmarks, performance guarantees, or invented customer reviews.

Software versions, regions, and plans change. Check current project and provider requirements before implementation. Future hands-on reports should identify the environment, versions, date, observations, and limits. Anything not verified will remain clearly labeled.

Scope and independence

Our first edition focuses on API-backed agents on Vultr, while explaining when a cloud server is unnecessary. DeployManual is not an official Vultr website and has no official affiliation with Vultr. Referral links may support this publication; read our affiliate disclosure.

How to use this manual

Start with the architecture decision guide, then use the cost planner with your own budget. Treat deployment articles as reference workflows to verify against your chosen application. Test in an isolated environment before exposing a service. Important workloads need professional operational, security, and compliance review suited to their risks.

Last updated: September 30, 2026