[robszumski]

Fair criticism. I was going for the colloquial usage of "you get one shot" but yeah I did read that Google paper the other day referring to these as zero-shot.

[tough]

fully-autonomous makes more sense in the agentic vicab imho

at the end its fine if the agent self corrects amongst many shots too