QDNASales and integration of LLM inference and training platforms, on-premises or hybrid
Architecture

Multi-agent orchestration

The building blocks that turn models into agents: an execution engine, a gateway, a semantic router, MCP connectors and a three-layer memory.

Hermes Agent

Hermes Agent is the agents' execution engine.

OpenCode

OpenCode orchestrates software development.

Agent harness

The harness is the execution loop that turns a model into an agent.

LiteLLM

LiteLLM exposes a single interface in front of every model, local or remote, making them interchangeable.

Semantic router

The semantic router classifies every request before LiteLLM.

Private MCP servers

A set of self-hosted MCP connectors equips the agents: memory, visual document search, wiki recall, web search and reading, and more.

Three-layer memory

The memory combines three layers.