Feature Flag Cleanup Workflow
Retire flags that have been fully rolled out, remove dead branches, and prove the code still behaves the same.
Objective
Remove shipped feature flags so conditional complexity does not accumulate indefinitely.
Environment
- A flag management service
- Code that reads the flags
- Test coverage for both flag states
Steps
1. Inventory fully rolled out flags
List flags at 100 percent exposure for longer than the agreed soak period.
Expected state: A candidate list of removable flags exists.
2. Remove the off-path code
Delete the disabled branches and the flag reads, keeping the on-path behaviour.
Expected state: The flag no longer appears in code or configuration.
3. Delete the flag definition
Remove the flag from the management service once no code references it.
Expected state: The flag is gone from both code and service.
4. Verify behaviour is unchanged
Run the regression suite and compare key metrics after deployment.
Expected state: Tests pass and metrics show no behavioural drift.
Decision points
Delete the off path or keep it behind a flag?
- Delete the off path
- Keep both branches forever
Delete once fully rolled out; long-lived flags become technical debt.
Clean up per flag or in batches?
- Small batches
- One large cleanup
Clean in small batches so any regression is easy to bisect.
Expected outcome
Feature flags are retired after full rollout, reducing branching complexity without changing user-visible behaviour.
Verification
Confirm no code references the removed flag, tests pass, and production metrics match the pre-cleanup baseline.
Cleanup
Archive the flag history and note the removal in the release notes.
Overview
Remove shipped feature flags so conditional complexity does not accumulate indefinitely.
This workflow is reusable across teams and environments; adapt the commands to your tooling while keeping the sequence and checkpoints intact.
Environment and prerequisites
- A flag management service
- Code that reads the flags
- Test coverage for both flag states
Procedure
1. Inventory fully rolled out flags
List flags at 100 percent exposure for longer than the agreed soak period.
Expected state: A candidate list of removable flags exists.
2. Remove the off-path code
Delete the disabled branches and the flag reads, keeping the on-path behaviour.
Expected state: The flag no longer appears in code or configuration.
3. Delete the flag definition
Remove the flag from the management service once no code references it.
Expected state: The flag is gone from both code and service.
4. Verify behaviour is unchanged
Run the regression suite and compare key metrics after deployment.
Expected state: Tests pass and metrics show no behavioural drift.
grep -rn 'FEATURE_NEW_CHECKOUT' src/ || echo 'flag fully removed'
Verification
Confirm no code references the removed flag, tests pass, and production metrics match the pre-cleanup baseline.
Decision points
Delete the off path or keep it behind a flag?
- Delete the off path
- Keep both branches forever
Recommendation: Delete once fully rolled out; long-lived flags become technical debt.
Clean up per flag or in batches?
- Small batches
- One large cleanup
Recommendation: Clean in small batches so any regression is easy to bisect.
Common failures
- Removing the flag before full rollout causes unexpected behaviour changes.
- Leaving orphaned flag definitions confuses operators.
- A large batch cleanup makes regressions hard to bisect.