"""Structured JSON logging to stderr (spec ยง12.2).""" import json import sys from datetime import datetime, timezone def log(event: str, level: str = "info", **fields) -> None: record = { "timestamp": datetime.now(tz=timezone.utc).strftime("%Y-%m-%dT%H:%M:%SZ"), "level": level, "module": "aissurance", "event": event, **fields, } print(json.dumps(record), file=sys.stderr, flush=True)