Release quality drops in the final week
A product delivery example where fewer handoffs reduce friction but late batch merges create larger failure surfaces.
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3. Review the structure
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Release quality drops in the final week before launch
Release quality drops in the final week before launch; Teams merge large late-stage batches to reduce coordination overhead; Regression coverage finishes overnight, too late for the same-day fix loop; Test environment capacity is fixed during vendor freeze; Rollback drills have not been updated for the current service boundaries
The team spends less time coordinating partial deployments
Teams merge large late-stage batches to reduce coordination overhead
Teams merge large late-stage batches to reduce coordination overhead
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Start with the visible symptom, then add the causes that directly create it.
Use `AND` when several causes must be present together. Use `OR` when any one path could be sufficient.
Promote a cause to a contradiction source when it also creates a useful outcome that the system wants to keep.
Notation