Aruna Sahoo

I believe that cloud providers should make hard spending caps the default: when you hit your limit, everything stops, rather than you getting a warning email you only see after the damage.

The reason is simple: coding agents can now ship code that burns through paid APIs while you sleep.

AI can already help with a lot of security work, reviewing findings, writing scripts, analyzing data, and speeding up repetitive tasks.

But should AI ever make the final security decision on its own?

Apart from featuring in the Product Hunt newsletter and some awareness.
What measurable (long-term) outcomes did you get?

E.g. apart from increased traffic it could be:
XY long-term users
 collaboration claimed
investors who gave you XY amount of money

Share your highlights that stemmed from the ranking.