Building Reliable Agents: Why Retry Boundaries Matter More Than Better Prompts

Unbounded retry loops in AI agents create exponential costs that far exceed the initial failure—a control-system problem, not a model-quality issue. The solution lies not in prompt engineering but in operational policies: strict budgets, failure detection, and verification mechanisms. Understanding this shift is critical for production-grade agent systems that maintain both cost efficiency and operator trust.