Product Analytics and Event Taxonomy
Track meaningful events such as workspace_created, invite_sent, first_project_created, and subscription_started.
How to apply it
Document event timing, required properties, ownership, deduplication, and schema version. Minimize personal data. Analytics is not a substitute for a durable billing ledger.
Worked example
Define activation as creating a first project and inviting a teammate within seven days; instrument both actions consistently.
Common mistakes to avoid
Tracking every click without a decision to inform or changing event meanings silently.
Practice task
Implement this concept in the capstone. Add one positive test, one negative or failure-path test, and a short note explaining the trade-off you chose.
- Track meaningful events such as workspace_created, invite_sent, first_project_created, and subscription_started.
- Document event timing, required properties, ownership, deduplication, and schema version.
What is the strongest production practice for Product Analytics and Event Taxonomy?