codex is great for like a one-time/overview analysis on a handful of transcripts. we usually serve to companies where the volume is >10k messages & continuous ingestions + with claude/codex it messed up this + metadata linking of the user like what plan are they on, when is it expiring, etc.

although we had a few customers who come to us after running this for a while so at smaller volume it does work well.

i mean i would get codex to build everything you just described

Do it then.. the hubris of vibecoders is really something.

Reminds me of what people been spitting in my face (with a slight variation) for much of my career:

> A (vibe) programmer knows the value of everything, but the cost of nothing

To be fair if you have some background in data science (I think the main thing is being able to verify its not showing nonsense) it shouldn’t be too hard to build a bespoke solution.

Would you?

Looking forward to your "show HN" post.

lol true but then you’re just building another us :D