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Team sync — FitPulse Q1 Planning
Date: March 3, 2026

Attendees: Sarah (PM), Jake (Backend), Priya (Design), Marcus (Data)

Key decisions:
- Going with PostgreSQL for the main database. Jake says it handles our query patterns better than MongoDB, especially for the analytics dashboard. Marcus agreed — he needs complex joins for the recommendation engine.
- March 28 deadline for MVP launch. Sarah wants a soft launch to 500 beta users first.
- Priya will own the onboarding flow redesign. She's proposing a 3-screen wizard instead of the current 7-step process.

Action items:
- Jake: Set up PostgreSQL on staging by March 10
- Marcus: Finish the recommendation model prototype by March 14
- Priya: Share onboarding wireframes by March 7
- Sarah: Draft the beta user recruitment email

Open questions:
- Should we use Redis for caching or stick with in-memory? Jake leaning toward Redis for persistence.
- Marcus wants to explore using a vector database for the recommendation engine. Needs to research Pinecone vs Qdrant.

Risks:
- The March 28 deadline is tight. If the recommendation engine isn't ready, we ship without it.
- Priya is also working on the HealthTrack redesign — capacity concern.

1,200 / 15,000

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