najmbajwa123

Has anyone measured their real hit rate in agent loops? The API reports it on every call cached_tokens under input_token_details.

This is why responsible AI needs to matter more than just a nice-to-have.

I think what actually pushes people back is cleanup not speed. Real infra can give you things you actually want to test.

Exactly. AI is an amplifier, not a substitute, if you multiply high domain knowledge by AI you get incredible leverage, but 0 knowledge times AI is still effectively 0.

true, basic tech literacy is also a real bottleneck.

Played with it a bit, loved the symmetry feature as well, used it the most and got a bit carried away. Good luck and I hope you get lots of users!

Exactly, without knowledge, thats where ai slop comes in

From my experience, you have to be good at math to trust an LLM to do the math.

the forking other peoples work and building on top of it seems very interesting, where did this come from and do people use it or do most people create from scratch?

How connected are these features in actual?For example, if Argonix detects an unusual increase in AWS costs, can it correlate that with monitoring or infrastructure changes and help identify what caused it?