GUIDE 2026

Maintaining healthy backlogs: How I’d keep one usable

Clement Kao
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Clement Kao
Clement Kao
Clement Kao
Clement Kao is Co-Founder of Product Manager HQ. He was previously a Principal Product Manager at Blend, an enterprise technology company that…
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A backlog should be a decision tool—not a museum of forgotten ideas. Here's how I'd keep a healthy product backlog.

What "healthy" means to me

  • Items are understandable in under a minute
  • Priority order reflects current strategy
  • Near-term work is refined enough to pull
  • Old ideas get revived or deleted on purpose
  • Stakeholders know how intake works

If nobody trusts the order, you don't have a backlog—you have a junk drawer.

Practices I'd run

  1. Intake rules — every new item needs problem, requester, and desired outcome
  2. Weekly trim — close duplicates, merge themes, expire stale tickets
  3. Tiering — Now / Next / Later / Icebox with explicit meanings
  4. Refinement cadence — only deep-groom what could enter an upcoming sprint/cycle
  5. WIP honesty — stop pretending 400 "high priority" items are prioritized

Useful hygiene table

For discovery-heavy work, a discovery backlog keeps unanswered questions visible; when options compete, a weighted scoring model makes the trade-offs auditable.

Smell Fix
Vague titles ("Improve UX") Rewrite as user problem + context
Eternal P0 list Forced ranking; only N can be P0
Stakeholder drive-by tickets Office hours + written intake
Never-reviewed bugs Bug SLAs by severity

What I won't do

Keep everything "just in case." Storage is cheap; attention isn't.

Cadence I'd keep

  • 30-minute weekly hygiene
  • Deeper refinement only for near-term candidates
  • Monthly "icebox amnesty" where stale ideas die or get re-justified
  • Transparent intake so stakeholders stop side-channeling work

My take

Backlog health is product strategy made visible. Strengthen prioritization craft with the PM Certification and the newsletter.

Clement Kao
Clement Kao
Clement Kao is Co-Founder of Product Manager HQ. He was previously a Principal Product Manager at Blend, an enterprise technology company that is inventing a simpler and more transparent consumer lending experience while ensuring broader access for all types of borrowers.