System design

Architecture overview

The public shape of the system — how a request moves from you to a resource and back. Internal routing logic, scheduling heuristics, and infrastructure details are intentionally left out of this diagram.

User

Web app · Desktop · Mobile · API/CLI

GemmaNode Orchestrator

Task analysis & resource evaluation

Resource Pool

Matched against available capacity

Local Compute

Your hardware

Cloud Compute

Remote capacity

AI Providers

External models

Agents

Multi-step execution

Execution

Task carried out, results collected

Result → You

Returned to your originating client
Manual escalation: complex, failing, or uncertain tasks can be routed to Claude for review — kept separate from the automated pool, not wired into every step by default.