containment for model-driven automation: worth it?

[batchcraft]

Thanks, that helps. The pattern around prefill/decode split has been pretty similar for me. Worth rechecking your defaults though, because one bad assumption can make the rest of the thread look confusing. At this point the real bottleneck is my patience.