Rich Tool Ecosystem
10+ built-in tools covering file I/O, bash execution, search, web access, and notebook editing — all with pydantic-validated inputs and permission controls.
A Python 3.13 implementation of an agentic coding assistant with tool use, memory, and multi-agent orchestration.