A 2022 study found that non-first off-pump coronary artery bypass graft (CABG) had a higher risk of complications than first cases, proposing prior workload as a contributing cause. This commentary responds to that study, proposing system and organizational factors, not just the individual surgeon, be taken into consideration as contributing causes.