@Will_71 Where are you at with the event log development?
I think this is a fairly trivial feature to develop for an AI. So if you’re stuck or don’t have time, I can handle it by running Claude on it. 
There’s actually another open request about this.
Regarding the event log, I also remind you that to view the history of binary sensors, you can already add a Graph widget to the dashboard, which will display this type of output:
It’s not exactly an event log, but it can do the job to see the history of a door opening, for example. 