How to Safely Execute LLM Commands in Production Systems

LLM agents are becoming operational interfaces. This is part 2 of our ongoing series on safely integrating LLMs with production backends. Before diving in, you might want to read the previous part . They summarize tickets, inspect logs, propose remediation steps, and increasingly trigger backend actions. That is exactly where the real risk begins. In production systems, the question is not whether a model can generate commands. It is whether those commands are executed through a deterministic bo