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product management

exp-driven-dev

Product experimentation — designs feature flag rollouts, selects primary and guardrail metrics, and structures data-driven shipping decisions. Use when user mentions 'feature flag,' 'guardrail metrics,' 'experiment design,' or 'statistical significance.' For marketing A/B tests with sample sizes and variant copy, see ab-test-setup.

Inputs

  • request — What to produce
  • scope — Company or client-id

How you ask

  • Design an A/B experiment with feature flags
  • Select primary and guardrail metrics for our test
  • Set up an experiment to test our new onboarding flow
  • What's the statistical significance of these results?

Outputs

  • exp-driven-dev (markdown)
Levelbeginner
Inputconversation
Outputdocument
Setup[none]
Roles[Product Manager]