05 · Family · 2026
Neev
A private family OS — guardian architecture, not a parenting app.
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By Amit Chakraborty — Senior Software Engineer, Kolkata, India · Remote worldwide
At a glance
- Role — Founder · Solo Build
- Year — 2026
- Category — Family
- Team — Solo build
- Duration — 6 weeks
- Hard part — Role-based hierarchy + AI coaching + multi-device sync
The problem
Most 'family apps' are surveillance in a pastel UI. A real family OS has to respect hierarchy (elders, parents, children) and still keep the data private to the household — not to a vendor.
What I did about it
Guardian architecture: role-based hierarchy with elder oversight, child-safe scoped access, and Firebase rules that enforce visibility per role. Claude reads schedules, health logs, and routines in-context, not across tenants.
The outcome
A household-scoped system where an elder, a parent, and a child each see a version of the truth they can act on — and the AI nudges are calm, not anxious.
Cultural sensitivity encoded into architecture. Indian family structures (joint family, elder authority) respected at the data model level — not bolted on as a feature.
In detail
Neev is a private, AI-guided family operating system. Not a generic parenting app — a culturally-grounded intelligence layer that amplifies judgment with the calm of a trusted elder.
The core is the Family Guardian Architecture: role-based hierarchy with elder oversight and child-safe access scoping, enforced at the Firebase rules layer. Every AI interaction is scoped to the household.
Claude reads schedules, health logs, and routines to generate context-aware suggestions. Multi-device cloud sync keeps state consistent; the culture stays inside the family.
Built with
Next.js 16 · Claude AI · Firebase · TypeScript
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