I loaded 30 days of real LLM traces into a live demo. Here is what they reveal

The author developed Torrix, a self-hosted LLM observability platform that logs calls, calculates costs, and flags anomalies automatically, to solve issues like surprise bills and silent model failures. A live demo with 30 days of simulated LLM traces across three projects was created to facilitate experimentation.