Hi, I'm doing a short webinar on October 29, 1pm EST. It's free, and anyone who attends will get a download link for a free tool. The registration and content page is here: https://www.inkbridgenetworks.com/videos-webinars/inkquire-tools-for-freerad... The free tool won't be available immediately after the webinar, but I don't expect the delay to be too long. All of the tools are useful, even in the age of AI. There are a host of reasons to not use AI. The simplest is GPDR (or equivalent). Unless you're running a local model, using any AI system will upload private customer information to the cloud. At which point who knows where it ends up. So there's a need to run local tools. The tools don't need AI, and don't use AI. They run locally, and give you information about what FreeRADIUS is doing. Some of the tools are free, some are not. More details will be in the webinar. I hope to see everyone there. I expect the webinar to be useful to most people who are running FreeRADIUS. Alan DeKok.