I use pi harness with codex and all the tool calls are custom delegate extensions, I mean ALL(for security checks), i get consistently good results from sol on high and xhigh reasoning. I don't believe harness should matter because its at most just a way to abstract tool calls and maybe the system prompt. Training on the tool calls results should not(and in codex's case does not matter)