AI agents have evolved from novel demos to impressive production systems that can read documents, query databases, and call APIs. They're automating decisions that affect customers and revenue. It's an exciting shift, but with that shift comes danger. The same capabilities that make agents useful also make them risky. If an agent can access sensitive data, then it can also leak that sensitive data, whether because of mistakes, poor prompt handling, or even abuse. Because of this, agent logging has become a high-stakes engineering problem.
article:
https://dzone.com/articles/securing-ai-agents