import datetime, time events=[('inventory_lookup',34,'ok','stock check completed'),('payment_api',181,'retry','upstream requested retry'),('payment_api',412,'timeout','deadline exceeded')] for tool,latency,status,message in events: started=time.perf_counter(); time.sleep(0.003); observed=max(latency,int((time.perf_counter()-started)*1000)) stamp=datetime.datetime.now(datetime.timezone.utc).isoformat(timespec='milliseconds') level='ERROR' if status=='timeout' else ('WARNING' if status=='retry' else 'INFO') print(f'[{stamp}] ({level}) {{latency_ms={observed} status={status}}} :: {message}', flush=True)