General-purpose AI agent that acts via code actions through a unified execution interface.

Unified execution environment for Python code, shell commands, and programmatic MCP tool calls.

A blog with random topics about ML and AI.

Generate typed Python APIs from MCP server tool schemas

Hybrid Groups integrates human team collaboration with AI agents

Multi-party conversation intelligence for AI agents

Multi-party conversation intelligence layer

Terminal-based group chat system for testing AI agent integrations

Predefined skills for the freeact agent library