Smart Automation, Human Control: How to Deploy With LLMs

As organizations rush to automate deployment pipelines with LLMs, this article provides a critical reality check: complete automation in critical systems is a recipe for disaster. The key insight is that LLMs excel at code generation but cannot be trusted with architectural decisions or production safety—a distinction that separates sustainable automation from catastrophic failures. By understanding where humans and AI create the most value, teams can harness LLM productivity without sacrificing the reliability their users depend on.