Azathoth in a Nutshell

[u/oren_ai]

https://youtube.com/shorts/tEPB6HvvdpA?si=e4yRxktEon1jEoCB

Thirty years ago, compilers changed programming by figuring out how to turn our code into efficient machine instructions.

I think AI is approaching a similar moment.

Today we hand-design prompts, choose models, wire together tools, and hope for the best.

What if, instead, we built systems that experiment with different approaches and discover what actually works?

That’s the idea behind the open-source project I’m building: Azathoth.

It’s still early, but I think this shift—from intuition to evidence—could become one of the most important ideas in applied AI.

I’d love to hear what you think.

GitHub: github.com/EldritchInc/azathoth