Octogent provides a graphical interface for managing multiple concurrent Claude Code sessions. It assigns each job its own scoped context, notes, and task list to reduce chaos when running multiple AI coding agents in parallel. The system allows Claude Code to spawn and coordinate other Claude Code instances, enabling multi-agent workflows. The orchestration layer sits above terminal-based coding agents, treating them as components of a larger coordinated system rather than standalone tools.