Backtracking

Pre-reasoning models - Intuition that a higher order task needs to be broken down by a Planner
Agent should be able to snapshot progress and restart from last good snapshot versus starting from scratch

Simple API

Python API Golang CLI MCP Server openapi compatible -> generate clients in any language

Configurable With Docker tooling

Dockerfile to configure what runs inside the Sandbox