Architecture
Physical machines speak countless protocols, expose incompatible APIs, and resist the kind of uniform control that software expects. AI agents and autonomous systems need a single, reliable way to observe and act on hardware—without bespoke integrations for every device.
PUDA CLI
LLMs are exceptionally good with text-based interfaces. CLIs and Markdown are a natural fit because:
Communication
The foundation of PUDA is a high-performance messaging backbone powered by NATS. In this layer, every entity—whether a hardware machine, a CLI tool, or a logger—operates as a first-class participant within a unique subject namespace.
Under the Hood
Translating natural language to machine execution