The Distributed Stack

The invisible leashes that keep multi agent systems predictable

When multiple AI agents cooperate on a task, the risk of unexpected behaviour grows with every agent added. Each agent may be reliable on its own, but the interactions between them can produce loops, drift, or decisions that no single developer intended. The question is not whether these risks exist, it is which controls keep autonomous AI systems predictable enough to trust in real-world use. At its simplest, predictability means that a system's output stays within a known