would love to see if anyone has come across solutions that reduce the need of manual policy updates based the changes in AI.

based on my understanding so far, most of the solutions seems to be thin wrappers around MCP tool calls so the agent has to get "approval" before tool calls and these approvals are happening in real-time and a logbook is created around these tool calls. would love to hear what other solutions you have come across