Five Strangers in a Room: Why I Built Council for Claude Code

1. 1Build a subagent-based decision system to test pressure points in your AI model
2. 2Run experiments to compare the performance of single-prompt and multi-prompt approaches
3. 3Configure your system to handle multiple voices or perspectives in a single prompt
4. 4Test the robustness of your system using the 'five-voices-in-one-prompt' trick
5. 5Apply the lessons learned from this approach to improve your overall AI decision-making framework

AI engineers and researchers can benefit from this article to improve their understanding of subagent-based decision systems and avoid common mistakes in prompt engineering. Product managers can also gain insights into the limitations of current prompt engineering techniques.

💡 Subagent-based systems can provide more robust decision-making than single-prompt approaches

Improve AI decision-making with subagent-based systems and avoid common prompt engineering pitfalls