What’s the value add though? This could be vibe coded out in a couple hours of coding and some more incremental time to process historical filings.

And I don’t mean this in a negative way simply that this is just a 30min UI around a 1 hour LLM data pipeline.

Totally fair. The value is just that it's built and working, you get the data in real time without having to set anything up yourself.

It's definitely vibecodeable but there's a decent amount of edge cases and ongoing maintenance that add up. I'm sure an actual engineer could do it way better. I just wanted the product, couldn't find one at a reasonable price, so I built it.