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World desk5 min

How to Set Role-Based Access and Approval Rules for Feature Flags

A practical guide to limiting production feature-flag changes with scoped roles, approval requirements, effective-permission checks, and audit reviews.
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To control who can change feature flags in production, give teams broad enough permissions to work in development and test, but require production changes to be submitted, reviewed, and applied by designated people. Treat role-based access, approval rules, and audit logs as separate controls: roles limit what someone can do, approval rules gate proposed changes, and logs record what happened.

Plan access around projects and environments

Start with the way your software is owned and released. Organize projects and environments around real ownership boundaries and release stages, rather than creating environments without a corresponding workflow. A flag can have different states or configuration in different environments, so permission to change a flag in test does not have to imply permission to change it in production.

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Assign permissions at the narrowest scope that still lets people do their work. For example, an instance-wide administrator role may be appropriate for shared platform resources, while project roles govern individual teams’ flags. Where supported, restrict sensitive actions further by environment. Unleash documents root roles for instance resources and project roles for project resources, with permissions that can vary by environment; see its RBAC documentation and project and environment guidance.

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Define responsibilities as explicit actions

Keep the role set small, and define each role by the actions it needs rather than by its title alone. A practical starting point is developer, QA, reviewer, and emergency operator. Map roles to actions such as reading, creating or updating, enabling or disabling, submitting a change request, approving, applying, bypassing review, and archiving or deleting.

Decide which actions require project scope and which require environment scope. Reading a flag may be appropriate for a broad group, while applying a production change or bypassing an approval should be limited to a smaller, accountable group. Avoid treating “can edit” as equivalent to “can approve” or “can apply”: platforms may expose those as separate permissions.

Use production as the review boundary

A common pattern is to let developers and QA iterate directly in development and test, while ordinary developers can read production configuration and submit requests but cannot apply production changes themselves. Designated reviewers approve requests; a still smaller set of operators may apply approved changes. Emergency bypass should be narrowly assigned and logged.

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Adapt the pattern to your release process and platform. Unleash’s environment guidance illustrates different permissions by environment, while its RBAC documentation distinguishes approving, applying, and skipping change requests. Statsig documents review requirements at project and environment scope, including configurable self-approval and role bypass. LaunchDarkly supports approval requests for flag changes and other resource types, with approval ability tied to roles and permissions. Availability and plan restrictions differ, so verify the current product documentation and settings before implementing a specific workflow.

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Require review without confusing it with access

Role permissions answer who is allowed to act; an approval requirement determines whether a proposed change must be reviewed before it can proceed. Configure both. Select the production project or environment where reviews are required, name the reviewers or reviewer teams, and decide whether the person who submitted a request may approve it. Document a separate emergency path, including who can use it and how the action will be recorded.

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For platform-specific behavior, consult the official documentation: Unleash RBAC, LaunchDarkly approvals, and Statsig reviews. LaunchDarkly limits approval requirements to select plans, and Enterprise customers can require approval for specific environments. Statsig supports review settings for supported configurations, with project admins configuring reviewers and environment scope. Product labels and edition limits can change.

Check effective permissions, not just role names

People can inherit access through several roles or groups, so a role label alone does not prove what they can do. LaunchDarkly documents that unspecified actions are denied by default, explicit denies override allow statements, and conflicting policies can resolve to the more permissive level; multiple roles are cumulative. Unleash likewise documents that multiple assigned project roles combine toward the most permissive rights.

Audit group membership and test with representative accounts, including accounts that belong to multiple teams. Check the resulting effective access for each sensitive action, especially production apply, approval, and bypass. Statsig’s workspace setup guide describes SSO and teams for membership management; organization-level constructs are documented as Enterprise-only. For policy behavior, see LaunchDarkly role policies.

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Implement and verify the controls

  1. Inventory the scope. List projects, environments, flag owners, high-impact flags, and the actual path changes take from development through production.
  2. Write the permission map. For each role, specify read, create/update, enable/disable, request, approve, apply, bypass, and archive/delete rights, along with their project or environment scope.
  3. Grant development and test access. Give builders and testers the direct-change permissions they need in non-production environments.
  4. Restrict production changes. Allow ordinary developers to view production and submit requests if appropriate; reserve approval and application permissions for designated groups.
  5. Enable review requirements. Set the supported project or environment rule, choose reviewers, define self-approval behavior, and record the emergency exception path.
  6. Test with identities that represent real users. Confirm a developer can make allowed non-production changes and submit a production request, cannot apply an unapproved production change, and that only intended approvers can approve or apply. Repeat after role or group changes.
  7. Review and export audit events. Confirm the records cover the actions your organization needs to monitor, and export them where required by internal monitoring.
  8. Reassess assignments. Review roles and bypass access periodically and after changes to teams, projects, or environment ownership.
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Make changes reviewable afterward

Approval is a preventive control; an audit trail is the record for understanding what happened. Unleash event logs can show who performed an action, when it occurred, and what changed, including access-control changes. Its security and compliance guidance also describes exporting event data: Unleash security and compliance.

Decide what events your own monitoring and governance need, who reviews them, and whether they must be exported. Retention requirements depend on your organization’s policy, jurisdiction, and obligations; a vendor’s example duration should not be treated as a universal legal rule.

Compare platforms by control behavior

When choosing or configuring a feature-flag platform, compare the controls that affect your workflow rather than relying on product labels:

  • Can permissions be scoped by both project and environment?
  • Are submitting, approving, applying, and bypassing separate actions?
  • Can reviews target specific reviewers or teams, and can authors self-approve?
  • How do multiple roles, groups, and conflicting policies combine into effective access?
  • Which actions appear in audit events, and can those events be exported?
  • Which controls depend on a particular plan, edition, or deployment model?

Unleash, LaunchDarkly, and Statsig provide documented examples of these patterns, but they are not an exhaustive comparison or a product ranking. Verify current plan availability and configuration in the official documentation and your account before relying on a control.

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