Coding RL can use identical containers containing a software repository and missing feature as starting points for many parallel agents.

“If you're trying to make a model better at coding,”

“you can define some container that has the software repo with some missing feature that you have tasked the AIs with creating.”

“And then you have a thousand parallel agents that go at the problem,”

“each of which has an identical copy of the container.”