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Should flag cleanup live on someone's quarterly OKR list, or should it run on a schedule like dependency updates? This is the question that decides whether your flag count compounds or stays flat.
Manual cleanup means a human notices, a human writes the PR, and a human waits for review. The friction is high enough that it gets deprioritised every sprint. Flag debt grows linearly with releases.
Automated cleanup means a system notices on every PR, opens the cleanup PR immediately, and tags the right reviewer. The friction is near zero. Flag debt stays flat regardless of how fast you ship.
Manual works until your team grows. Automated works at any scale.
At 100 flags removed per year, that's 250 engineer hours saved, ~$37,500 at $150/hour.
At small scale, a once-a-quarter cleanup sprint works. The math only flips against manual once you cross ~50 active flags or your team grows past ~10 engineers. At that point the cleanup never happens because nobody owns it.
Want a product-vs-product comparison instead? See FlagShark vs Manual Cleanup →