[nerdjon]

Is there any custom models or logic to this; or is this just a cron job wrapped around an LLM?

Capturing data, feeding it to an LLM, and hoping it actually does comparisons properly?

Is the LLM writing code that is being executed for each query or job?

Otherwise, all I am seeing here (and based on your comments saying "LLM") it just appears this grabs data, gives it to an LLM, and "magic output"

[clark-kent]

There is a lot of custom logic and proprietary data, including a custom LLM framework and an agentic workflow framework as well as an insight engine.