Proxy Base Agent

Example Use Cases

• 1

  Guaranteed stateful execution and reliable tool use.

• 2

  Dynamic runtime adaptation with new tools via MCP servers.

• 3

  That require modular and extensible architectures with strict output validation.

Description

Proxy Base Agent (PBA) provides a reliable, stateful execution environment for LLM agents by enforcing workflows as hierarchical state machines using the Proxy State Engine (PSE). It guarantees that tool calls are correctly formed and that the agent adheres strictly to defined states and transitions, eliminating runtime errors and hallucinations. PBA supports dynamic runtime adaptation through Model Context Protocol (MCP) servers, enabling seamless integration of new tools without restarts. It is model and framework agnostic, allowing flexible deployment with various LLMs and backends.