product-management

exp-driven-dev

Product experimentation — designs feature flag rollouts, selects primary and guardrail metrics, and structures data-driven shipping decisions.

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.

Difficulty: beginner
Input: conversation
Output: document
Needs: none
Used by: Product Manager

What it needs

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

What you get

exp-driven-dev (markdown)

Ask it like this

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?