عرض عملي: اكتشاف مقياس يجري التلاعب به

خطوة بخطوة

1. Notice that deployment frequency jumped for one team while features delivered stayed flat.
2. Check companions: change size, lead time, failure rate, incident data.
3. Read the deploys: many trivial or empty releases found.
4. Planned mistake: confront the team with accusations. Fix: ask what the metric pressure felt like and what made frequent releases attractive.
5. Remove incentives that created it and adjust the definition (count meaningful changes), or add a companion metric.
6. Record what changed and recheck next month.

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