Hi team,
 I’ve spent the last few months diving deep into our share group mechanics, 
specifically focusing on distributed acknowledgements, fault tolerance, and 
recovery protocols. To move us forward, I’ve mapped out a detailed design and 
architectural diagrams  here: 
https://docs.google.com/document/d/1sWMZ1c3j_rwg1jQByZ4rW-66GGoswkRI3DnSUiJPJ94/edit?tab=t.0
 

Public APIs and High level overview KIP: 
https://cwiki.apache.org/confluence/x/J448G 
Please review the proposals so we can align on the implementation details.  
Next, I will outline the integration plan with Flink to support queue semantics 
(as a proof that our KIP changes will going to help stream processing engines 
like Flink) where consumer elasticity matters more than throughput, and topics 
with severe partition skew.
Regards,Shekhar Rajak        

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