{"ai_pass_count":6,"analysis_step_count":18,"confidence":0.7643875107169151,"created_at":"2026-07-17T22:57:58.516950+00:00","id":168976,"node_number":"683210","processing_time":1.9078233242034912,"recent_steps":["net.store_session","net.llm_structured_analysis","net.rules_detect","net.context_window","net.store_session"],"recording_id":173473,"text":"matching in a couple of hours of playing around and making mistakes. I got it all programmed up, so it's working really well. The only thing it doesn't do is obviously the database is in it because I couldn't download it, but other than that, it's working perfectly. I'll drop for a moment. This is VE3xDB. The other thing I liked was the fact that I could create a channel that I could go to and then just update it as needed. So I'm completely free of the traditional code plug. I can enter any channel that I want or any talk group that I want. I have my PyStar setup for Brandmeister and TGIF. I also have QuadNet."}