The key aspect of monitoring an agentic system is that you’re no longer monitoring a predictable web server responding to deterministic requests in a predefined way. You’re observing a semi-autonomous reasoning system that thinks and decides using the instructions, context, and tools at its disposal.
So, What’s Different?
An agentic platform is a distributed decision engine with its own working memory and evolving context. It makes choices, adapts, and improvises — at times in ways you did not explicitly script.