Production-grade AI agents are systems that execute multi-step workflows autonomously while maintaining reliability, security, and observability guarantees under production conditions—non-deterministic model behavior, adversarial inputs, infrastructure failures, and adversarial users—without human-in-the-loop intervention for every...