belluxx

Do you have some resources to link on the easy ways you mentioned?

Pi is very good with open weight models (proprietary ones too)

Lately "one-shotting" means "without human steering / feedback"

I think its a consequence of the improvements in harnesses and LLMs of the last year. Before they had a hard time self-reviewing the results and proceeding to a second iteration, now they are quite good at it although not perfect.