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Technology · Data

BUILDING

Data Systems

Structured persistence, access control, and operational data boundaries.

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Overview

What this layer means.

Firestore backs inquiry and rate-limit counters today. Client SDK access remains deny-by-default.

Pillars

How we approach it.

  • Validated writes

    Schema validation before persistence.

  • Least privilege

    Admin SDK on the server; rules deny client access by default.

  • Operational counters

    Rate-limit state stored deliberately, not as an afterthought.

Architecture

System flow.

  1. 01Client
  2. 02API
  3. 03Validation
  4. 04Repository
  5. 05Firestore
  6. 06Indexes

Go deeper

Related surfaces.

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