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Feature Flags: Progressive Rollouts and Safe Deployments

Implement feature flags for safer deployments. Learn patterns for progressive rollouts, A/B testing, and managing feature lifecycle.

B
Bootspring Team
Engineering
February 26, 2026
5 min read

Feature flags decouple deployment from release. This guide covers implementation patterns, best practices, and lifecycle management.

What Are Feature Flags?#

Feature flags are conditional statements that control feature visibility at runtime:

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Types of Feature Flags#

Release Flags#

Control feature rollout:

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Experiment Flags#

A/B testing:

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Operational Flags#

Kill switches:

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Implementation#

Basic Feature Flag Service#

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React Integration#

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Server-Side Implementation#

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Progressive Rollout Strategy#

Staged Rollout#

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Monitoring Integration#

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Flag Lifecycle Management#

Expiration and Cleanup#

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Documentation#

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Best Practices#

1. Keep Flags Short-Lived#

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2. Use Descriptive Names#

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3. Default to Off for New Features#

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4. Test Both States#

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Common Pitfalls#

  1. Flag explosion: Too many flags become unmanageable
  2. Stale flags: Old flags left in codebase
  3. Testing gaps: Not testing both flag states
  4. Performance impact: Evaluating too many flags per request

Conclusion#

Feature flags enable safer deployments and progressive rollouts. Implement a clear lifecycle from creation to removal, monitor flag impact, and maintain discipline around flag cleanup.

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