Hi.

I created a data-driven guide that looks at 10 years of public dev@ mailing 
list subject lines from 2015 to 2025. The goal is to understand how podlings 
usually develop governance practices during incubation.

Some clear patterns emerged:
- Podlings that graduate usually have steady public governance activity, share 
decision-making, and make regular release attempts.
- Podlings that retire often go through long quiet periods and have irregular 
governance activity long before retirement comes up.
- Release-related governance is more closely linked to graduation than I 
thought before.
- The most helpful signals show up in the months before graduation or 
retirement, not in the vote threads themselves.
- Unusual uses of votes are rare and mostly happened in the past. Healthy 
podlings depend on discussion and lazy consensus.

This project used a lot of data: over 150 podlings, 4,000 monthly dev@ mailing 
list archives, and 10,000 threads about governance issues.

You can find the full documents here [1]. As always, I welcome your feedback.

Kind Regards,
Justin
1. 
https://cwiki.apache.org/confluence/display/INCUBATOR/Podling+Governance+Patterns

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