Enforcing Network Standards Across a 1,000+ Device Fleet with Agentic AI
Enterprise networks rarely fail from a single bug—they fail from configuration entropy. Here is how we built an Agentic AI (ai-ops) pipeline to enforce deterministic standards across 1,000+ devices—without letting an LLM wing a live commit.