01
Review and QA
How to Build a Review and QA Workflow
This guide turns quality from informal comments into a repeatable path with review gates, issue types, rework routing, and delivery readiness.
8분reviewQAissue tracking
Define review gates before scale increases
Teams usually feel quality pain only after output volume rises. Review gates should exist before the team depends on speed.
Separate annotation completion from review approval.
Decide who can approve, reject, or escalate.
Use one visible state model for pending, approved, and rework tasks.
Turn issues into reusable quality signals
If all review feedback stays in comments, the team cannot learn which mistake types keep returning.
Split missed labels, wrong class, boundary, and formatting issues.
Use severity or risk level where it changes release decisions.
Keep issue labels consistent so QA summaries stay useful.
Route rework back with clear ownership
Quality improves when rejected work returns with scope, reason, and owner, not just a generic “fix this” message.
02
Route the work back to the responsible member or queue.
03
Review the returned submission again before version freeze or release.
04
Expose blocker and QA status in project and delivery views.
FAQ
Is QA the same as review? Not exactly. Review is the action, QA is the operating system around rules, issue patterns, rework, and release readiness.
Should every reject create an issue? For team-scale delivery, yes. Otherwise the rework path and later QA summary become hard to trust.
다음 학습 제안
처음이라면 먼저 주석 및 내보내기 가이드부터 시작하세요.
로보틱스 또는 임바디드 AI 데이터를 준비한다면 3D 포인트 클라우드와 6D Pose 가이드를 다음으로 보세요.
전달 가능한 workflow를 준비한다면 검수, QA, 데이터셋 버전, 협업, 가격, OpenClaw 가이드로 이어가세요.