Case Study
Building a Defect Backlog Operating System
Managed a growing defect backlog through a disciplined loop of product research, subject-matter input, prioritization, development and QA coordination, and explicit disposition verification.
Evidence
What the work demonstrates
- Research and prioritization operating loop
- Development and QA coordination
- Disposition decisions explicitly verified
Context
A growing medium- and low-priority defect backlog could not be resolved by severity labels alone. Expected behavior often required research across product and technical contexts before the team could decide whether to fix, defer, or close an item.
Operating decision
I combined product research, subject-matter input, prioritization, development and QA coordination, and disposition verification into one operating loop. The decision record mattered as much as the queue movement.
Delivery approach
I managed the backlog loop and personally verified disposition decisions. This kept research, delivery coordination, and closure connected instead of allowing items to disappear through handoffs.
Evidence and boundary
The work established a disciplined research and verification process for backlog decisions. I do not attach ticket counts, percentage reductions, customer-retention claims, or satisfaction outcomes that the public evidence does not support.