Architecture Overview
A strong hybridscaler should be easy to explain. This page frames DevShot as a control plane for secure execution rather than a generic VM product.
System model
DevShot connects a control plane, outbound agents, and isolated execution environments into a single operating surface. The user experience centers on secure sessions, remote execution, operator recovery, and deployment flexibility.
Main components
- Control plane: user-facing console, API surface, and orchestration logic.
- Agents: outbound-connected components that bring approved infrastructure online.
- Execution environments: isolated environments for agent tasks, terminals, and interactive sessions.
- Operational surfaces: terminal access, desktop access, audit visibility, networking, and storage control.
Hosted versus sovereign path
The hosted path reduces time-to-value. The sovereign path reduces deployment friction for enterprises that need infrastructure in their own environment. Both paths should preserve the same core operating model so customers do not feel like they are buying two different products.
What makes this different from hyperscalers
IBM, Microsoft, and Google can each offer broad platform layers. DevShot wins when the buyer wants a narrower, more opinionated hybridscaler designed specifically around secure AI execution, operator intervention, and a cleaner path to sovereign deployment.