Daemons by Charlie Labs

These AI agents function as reliable team multipliers by managing recurring work such as keeping pull requests ready for review, aligning priorities, and preventing drift in code or documentation. They build accumulating context over time to improve performance while following team conventions and policies encoded in their definitions. By focusing on roles rather than one-off tasks, daemons free humans to pursue novel creative efforts instead of background upkeep. They integrate with existing workflows to organize signals into actionable updates, ensuring systems stay current without additional oversight. The approach emphasizes predictable autonomy where initial setup leads to compounding benefits, allowing consistent execution across the team with minimal ongoing direction.