Much well informed speculation as ever but the questions seem to me to be around what was DIFFERENT about this flight. From what we (appear to) know:
Flight crew were experienced
Conditions not unusual for this airfield
Airframe a regular in this environment
Well-used airfield (ground crews experienced)
What made the difference for THIS take-off?