The End of "Infinite Loops": Hard-Coding Constraints into Agentic Workflows

If you’ve built a multi-agent system in production, you’ve likely seen it happen: an agent encounters an edge case, fails to call the correct external tool, and gets stuck in a self-correcting cycle.