Self-Correcting AI Teams: How Paperclip Plugins Solve the Quality Problem

Multi-agent AI systems lack built-in quality control, allowing poor outputs to propagate unchecked. Paperclip's plugin pack introduces an event-driven feedback loop where agents automatically detect and correct failures, performance is continuously monitored, and prompts evolve based on real-world data. This architecture enables autonomous AI teams that improve themselves without human intervention.