How to grow and scale your feature management process

Learn essential strategies for effective feature management - from granular flags and progressive rollouts to testing, monitoring, cleanup, and documentation best practices.

Key takeaways
  • Break down feature flags into granular pieces rather than having one large flag controlling multiple features

  • Implement cleanup processes early - create cleanup tickets and reference them when features are fully rolled out to avoid feature flag debt

  • Use progressive rollouts starting with small percentages (2-10%) and gradually increase based on monitoring and feedback

  • Consider different axes for rollouts: by company, user type, region etc. instead of just random percentages

  • Make testing feature flags painless through dependency injection and making it easy to toggle states locally

  • Monitor metrics and set up alerting to quickly catch issues during feature rollouts

  • Treat feature management as part of the release process, not just shipping - includes planning, testing, monitoring and cleanup phases

  • Balance speed vs safety by using feature flags to enable continuous delivery while controlling risk

  • Consider using feature flags for performance testing by artificially slowing down load times

  • Keep feature flag lifecycle clearly defined - particularly for A/B tests which have specific start/end dates compared to general feature flags

  • Document the purpose and expected lifespan of feature flags to avoid confusion and make cleanup easier

  • Focus on making testing and validation easy - if testing is painful, people will avoid doing proper validation

  • Build resilience into the system by having the ability to quickly disable problematic features