Defect management

tldr: Defect management is the full process: capture, triage, prioritize, assign, fix, verify, close. The workflow that keeps backlogs from rotting and makes sure no bug is lost. Without it, defect tracking becomes a graveyard.


What defect management covers

Six stages, each with its own discipline.

1. Capture

Every defect found anywhere is recorded with enough information to reproduce. See defect tracking for the field-level guide.

2. Triage

A new defect is reviewed for severity, priority, and assignment within a defined time window (usually 24 hours for P0, 72 hours otherwise).

Triage decides three things: is this a real defect? How bad is it? Who fixes it?

3. Prioritize

P0/P1 defects get immediate attention. P2/P3 defects get scheduled or deferred. The scheduling decision is product's, not engineering's.

Without explicit prioritization, the loudest customer wins. With it, the highest-impact bugs win.

4. Assign

Each defect has an owner with a clear "what does fixed look like" commitment. Without an owner, the defect drifts.

5. Fix and verify

The owner fixes the bug. QA verifies the fix on the same scenario that produced the original defect. See confirmation testing.

6. Close

Defect is closed when verification passes. The reporter or QA closes; the engineer who fixed does not (avoids the "it works for me" closure).


Where the process breaks

Triage is skipped. New defects pile up unreviewed. By the time they are reviewed, the context is lost.

Backlog grooming is rare. Bugs older than 90 days probably will not be fixed. Decide explicitly: either prioritize or close as won't-fix.

Severity and priority confused. Not the same. Severity describes the bug. Priority describes urgency.

Closed without verification. Engineering claims fixed; QA never confirmed. The bug recurs in production.

Each of these is fixable with a clear process and the discipline to follow it.


SLAs that work

A useful set:

  • P0 triage within 1 hour, fix within 4 hours.
  • P1 triage within 1 business day, fix within 1 week.
  • P2 triage within 3 business days, fix within 30 days.
  • P3 triage within a sprint, fix when scheduled or close.

Tune these to your team's actual capacity. SLAs you cannot meet erode confidence in the whole process.


Backlog hygiene

Run a defect backlog review monthly:

  • Close anything older than 90 days that no one has touched.
  • Re-prioritize anything that has changed in importance.
  • Identify patterns (same bug reported multiple ways).
  • Surface defects blocking key milestones.

A clean backlog is a backlog you can actually act on. A 2,000-bug backlog full of stale tickets is just visible debt nobody addresses.


How AI testing reduces defect management overhead

AI testing platforms produce defects with rich context: title, description, reproduction trace, screenshots, network logs. The triage step is dramatically faster because the information is already there.

Bug0 generates these reports automatically. The QA team reviews and categorizes; they do not retype information from a vague user complaint.


FAQs

What is the difference between defect tracking and defect management?

Tracking is the recording. Management is the process around tracking: triage, prioritization, ownership, verification, closure.

How big should the defect backlog be?

Sustainable backlog: under 100 open defects per development team. More indicates bugs are entering faster than they are fixed.

Should I close stale defects?

Yes, with documentation. A defect open for 12 months will not get fixed. Close as won't-fix or wait-for-data with a note explaining why.

How does Bug0 fit defect management?

Bug0 creates rich defect records automatically when tests fail. Triage starts with full context, not a vague description.

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