🤖 The "Manager" Architecture for Claude Code and Codex
For efficient work with Claude Code and Codex, it is recommended to use a "manager" architecture: instead of performing complex tasks in the main chat, ask the model to formulate a goal for another thread and monitor its execution. In Claude Code (version 2.1.139+), this is implemented via the /goal command using a fast model (e.g., Haiku) to verify conditions.
🌍 This demonstrates a transition toward multi-agent hierarchical management systems, where one model serves as the planner and others as executors. This reduces context load and increases accuracy.
👤 This approach allows for more effective interaction with AI agents, preventing errors caused by context overload.
Source 1: https://code.claude.com/docs/en/goal Source 2: https://x.com/nickbaumann_/status/2077098302475227595