Hey there, I would like to start discussion for KIP-588: https://cwiki.apache.org/confluence/display/KAFKA/KIP-588%3A+Allow+producers+to+recover+gracefully+from+transaction+timeouts
which aims to improve Producer resilience to transaction timeout due to transient system gaps. Best, Boyang