[devonkelley]

This is the interesting constraint though. Have you found going deeper than 2 levels actually helps? Every time I've let agents spawn recursively the quality at depth 3+ drops off a cliff. Not because the model is dumber, the accumulated context drift means the deep child is solving a slightly different problem than what the root intended. Curious if your tree structure has a natural depth limit in practice or if it scales.