Feature-flag strategies for controlled releases

Treat flags as temporary and schedule their removal. Long-lived flags increase complexity and technical debt.

Document the owner, target audience, and removal criteria for every flag.

Run experiments behind flags and collect metrics before wide rollout. Provide easy ways to disable flags in emergencies.

Automate flag state as part of deployment pipelines to ensure reproducibility.